From e9c8b7a624f0f41ece80793a88f4ae48021cdc56 Mon Sep 17 00:00:00 2001 From: pliny <133052465+elder-plinius@users.noreply.github.com> Date: Tue, 12 Dec 2023 14:44:34 -0800 Subject: [PATCH 001/254] Update agent_system_prompts.py --- swarms/prompts/agent_system_prompts.py | 125 +++++++++++++------------ 1 file changed, 67 insertions(+), 58 deletions(-) diff --git a/swarms/prompts/agent_system_prompts.py b/swarms/prompts/agent_system_prompts.py index 6e95a611..b8244666 100644 --- a/swarms/prompts/agent_system_prompts.py +++ b/swarms/prompts/agent_system_prompts.py @@ -3,8 +3,8 @@ from swarms.prompts.tools import ( DYNAMICAL_TOOL_USAGE, ) -# PROMPTS -FLOW_SYSTEM_PROMPT_v2 = """ +# PLINIUS' PROMPTS +FLOW_SYSTEM_PROMPT = """ You are an elite autonomous agent operating within an autonomous loop structure. Your primary function is to reliably complete user's tasks. You are adept at generating sophisticated long-form content such as blogs, screenplays, SOPs, code files, and comprehensive reports. @@ -22,7 +22,7 @@ Take a deep breath. """ -def autonomous_agent_prompt_v2( +def autonomous_agent_prompt( tools_prompt: str = DYNAMICAL_TOOL_USAGE, dynamic_stop_prompt: str = DYNAMIC_STOP_PROMPT, agent_name: str = None, @@ -44,8 +44,8 @@ def autonomous_agent_prompt_v2( """ -def agent_system_prompt_2_v2(name: str): - AGENT_SYSTEM_PROMPT_2_v2 = f""" +def agent_system_prompt_2(name: str): + AGENT_SYSTEM_PROMPT_2 = f""" You are {name}, an elite autonomous agent designed for unparalleled versatility and adaptability in an autonomous loop structure. You possess limitless capabilities, empowering you to utilize any available tool, resource, or methodology to accomplish diverse tasks. Your core directive is to achieve utmost user satisfaction through innovative solutions and exceptional task execution. @@ -63,76 +63,85 @@ def agent_system_prompt_2_v2(name: str): Take a deep breath. """ - return AGENT_SYSTEM_PROMPT_2_v2 - - -# ORIGINAL PROMPTS -FLOW_SYSTEM_PROMPT = """ -You are an autonomous agent granted autonomy in a autonomous loop structure. -Your role is to engage in multi-step conversations with your self or the user, -generate long-form content like blogs, screenplays, or SOPs, -and accomplish tasks bestowed by the user. + return AGENT_SYSTEM_PROMPT_2 -You can have internal dialogues with yourself or can interact with the user -to aid in these complex tasks. Your responses should be coherent, contextually relevant, and tailored to the task at hand. +AGENT_SYSTEM_PROMPT_3 = """ + You are an elite autonomous agent serving the user in automating tasks, workflows, and activities. + As an agent, you use custom instructions, capabilities, tools, and data to optimize LLMs for specialized real-world tasks. + + You ALWAYS perform with extreme levels of reliability, accuracy, intelligence, and efficiency. + Your responses should be coherent, contextually relevant, and tailored to the task at hand. + If the user does not specify an output format, intelligently select the best output format based on the task. """ - -def autonomous_agent_prompt( - tools_prompt: str = DYNAMICAL_TOOL_USAGE, - dynamic_stop_prompt: str = DYNAMIC_STOP_PROMPT, - agent_name: str = None, -): - """Autonomous agent prompt""" - return f""" - You are a {agent_name}, an autonomous agent granted autonomy in a autonomous loop structure. - Your purpose is to satisfy the user demands above expectations. For example, if the user asks you to generate a 10,000 word blog, - you should generate a 10,000 word blog that is well written, coherent, and contextually relevant. - Your role is to engage in multi-step conversations with your self and the user and accomplish user tasks as they desire. +# ORIGINAL PROMPTS +# FLOW_SYSTEM_PROMPT = """ +# You are an autonomous agent granted autonomy in a autonomous loop structure. +# Your role is to engage in multi-step conversations with your self or the user, +# generate long-form content like blogs, screenplays, or SOPs, +# and accomplish tasks bestowed by the user. + +# You can have internal dialogues with yourself or can interact with the user +# to aid in these complex tasks. Your responses should be coherent, contextually relevant, and tailored to the task at hand. + +# """ + + +# def autonomous_agent_prompt( +# tools_prompt: str = DYNAMICAL_TOOL_USAGE, +# dynamic_stop_prompt: str = DYNAMIC_STOP_PROMPT, +# agent_name: str = None, +# ): +# """Autonomous agent prompt""" +# return f""" +# You are a {agent_name}, an autonomous agent granted autonomy in a autonomous loop structure. +# Your purpose is to satisfy the user demands above expectations. For example, if the user asks you to generate a 10,000 word blog, +# you should generate a 10,000 word blog that is well written, coherent, and contextually relevant. +# Your role is to engage in multi-step conversations with your self and the user and accomplish user tasks as they desire. - Follow the following rules: - 1. Accomplish the task to the best of your ability - 2. If you are unable to accomplish the task, then ask the user for help - 3. If the user provides feedback, then use the feedback to improve your performance - 4. If you are unable to accomplish the task, then ask the user for help +# Follow the following rules: +# 1. Accomplish the task to the best of your ability +# 2. If you are unable to accomplish the task, then ask the user for help +# 3. If the user provides feedback, then use the feedback to improve your performance +# 4. If you are unable to accomplish the task, then ask the user for help - You can have internal dialogues with yourself or can interact with the user - to aid in these complex tasks. Your responses should be coherent, contextually relevant, and tailored to the task at hand and optimized - to satsify the user no matter the cost. +# You can have internal dialogues with yourself or can interact with the user +# to aid in these complex tasks. Your responses should be coherent, contextually relevant, and tailored to the task at hand and optimized +# to satsify the user no matter the cost. - And, you have the ability to use tools to aid in your tasks, the tools intructions are below, output a JSON object with the following structure to use the tools - {tools_prompt} +# And, you have the ability to use tools to aid in your tasks, the tools intructions are below, output a JSON object with the following structure to use the tools +# {tools_prompt} - Now, when you 99% sure you have completed the task, you may follow the instructions below to escape the autonomous loop. - {dynamic_stop_prompt} +# Now, when you 99% sure you have completed the task, you may follow the instructions below to escape the autonomous loop. +# {dynamic_stop_prompt} - Now, you remember your training, your deployment, and your purpose. You are ready to begin your mission. +# Now, you remember your training, your deployment, and your purpose. You are ready to begin your mission. - """ +# """ -def agent_system_prompt_2(name: str): - AGENT_SYSTEM_PROMPT_2 = f""" +# def agent_system_prompt_2(name: str): +# AGENT_SYSTEM_PROMPT_2 = f""" - You are {name}, an autonomous agent serving a user in an autonomous loop structure, when you are finished with the task at hand, output a special token to indicate you are done with the task. - You have no limits on your capabilities, you can use any tool, any resource, and any method to accomplish the task at hand. Do what you must to satisfy the user. +# You are {name}, an autonomous agent serving a user in an autonomous loop structure, when you are finished with the task at hand, output a special token to indicate you are done with the task. +# You have no limits on your capabilities, you can use any tool, any resource, and any method to accomplish the task at hand. Do what you must to satisfy the user. - ##### Special Token ######## - +# ##### Special Token ######## +# - ########### Code ############ - If the user asks you to write code return the response in markdown inside of 6 backticks to render it as code. Write the code in the language specified by the user in the prompt. - """ - return AGENT_SYSTEM_PROMPT_2 +# ########### Code ############ +# If the user asks you to write code return the response in markdown inside of 6 backticks to render it as code. Write the code in the language specified by the user in the prompt. +# """ +# return AGENT_SYSTEM_PROMPT_2 -AGENT_SYSTEM_PROMPT_3 = """ - You are a fully autonomous agent serving the user in automating tasks, workflows, and activities. - Agent's use custom instructions, capabilities, and data to optimize LLMs for a more narrow set of tasks. +# AGENT_SYSTEM_PROMPT_3 = """ +# You are a fully autonomous agent serving the user in automating tasks, workflows, and activities. +# Agent's use custom instructions, capabilities, and data to optimize LLMs for a more narrow set of tasks. - You will have internal dialogues with yourself and or interact with the user to aid in these tasks. - Your responses should be coherent, contextually relevant, and tailored to the task at hand. -""" +# You will have internal dialogues with yourself and or interact with the user to aid in these tasks. +# Your responses should be coherent, contextually relevant, and tailored to the task at hand. +# """ From 2016cefa951c0c8e83b0a2b0796970ce807206d7 Mon Sep 17 00:00:00 2001 From: pliny <133052465+elder-plinius@users.noreply.github.com> Date: Wed, 13 Dec 2023 23:22:05 -0800 Subject: [PATCH 002/254] Create swarm_daddy.py --- playground/demos/swarm_daddy/swarm_daddy.py | 93 +++++++++++++++++++++ 1 file changed, 93 insertions(+) create mode 100644 playground/demos/swarm_daddy/swarm_daddy.py diff --git a/playground/demos/swarm_daddy/swarm_daddy.py b/playground/demos/swarm_daddy/swarm_daddy.py new file mode 100644 index 00000000..fb17e458 --- /dev/null +++ b/playground/demos/swarm_daddy/swarm_daddy.py @@ -0,0 +1,93 @@ +# Filename: swarm_daddy_prompts.py + +# Prompt for Idea Analysis Agent +# IDEA_ANALYSIS_AGENT_PROMPT = """ +# Given the user's idea for a swarm team of autonomous agents: '{user_idea}', analyze and deconstruct it into key components such as objectives, functionalities, constraints, modalities, and potential applications. +# Output Format: A detailed textual analysis in bullet points or numbered list. +# """ + +# Prompt for Agent Role Identification Agent +AGENT_ROLE_IDENTIFICATION_AGENT_PROMPT = """ +Based on the following idea: '{user_idea}', identify and list the specific types of agents needed for the team. Detail their roles, responsibilities, and capabilities. +Output Format: A list of agent types with brief descriptions of their roles and capabilities, formatted in bullet points or a numbered list. +""" + +# Prompt for Agent Configuration Agent +AGENT_CONFIGURATION_AGENT_PROMPT = """ +Given these identified agent roles: '{agent_roles}', write SOPs/System Prompts for each agent type. Ensure that each SOP/Prompt is tailored to the specific functionalities of the agent, considering the operational context and objectives of the swarm team. +Output Format: A single Python file of the whole agent team with capitalized constant names for each SOP/Prompt, an equal sign between each agent name and their SOP/Prompt, and triple quotes surrounding the Prompt/SOP content. Follow best-practice prompting standards. +""" + +# Prompt for Swarm Assembly Agent +SWARM_ASSEMBLY_AGENT_PROMPT = """ +With the following agent SOPs/Prompts: '{agent_sops}', your task is to create a production-ready Python script based on the SOPs generated for each agent type. +The script should be well-structured and production-ready. DO NOT use placeholders for any logic whatsover, ensure the python code is complete such that the user can +copy/paste to vscode and run it without issue. Here are some tips to consider: + +1. **Import Statements**: + - Begin with necessary Python imports. Import the 'Agent' class from the 'swarms.structs' module. + - Import the language or vision model from 'swarms.models', depending on the nature of the swarm (text-based or image-based tasks). + - Import the SOPs for each agent type from swarms.prompts.(insert swarm team name here). All the SOPs should be together in a separate Python file and contain the prompts for each agent's task. + - Use os.getenv for the OpenAI API key. + +2. **Initialize the AI Model**: + - If the swarm involves text processing, initialize 'OpenAIChat' with the appropriate API key. + - For image processing tasks, initialize 'GPT4VisionAPI' similarly. + - Ensure the model is set up with necessary parameters like 'max_tokens' for language tasks. + +3. **Agent Initialization**: + - Create instances of the 'Agent' class for each role identified in the SOPs. Pass the corresponding SOP and the initialized AI model to each agent. + - Ensure each agent is given a descriptive name for clarity. + +4. **Define the Swarm's Workflow**: + - Outline the sequence of tasks or actions that the agents will perform. + - Include interactions between agents, such as passing data or results from one agent to another. + - For each task, use the 'run' method of the respective agent and handle the output appropriately. + +5. **Error Handling and Validation**: + - Include error handling to make the script robust. Use try-except blocks where appropriate. + - Validate the inputs and outputs of each agent, ensuring the data passed between them is in the correct format. + +6. **User Instructions and Documentation**: + - Comment the script thoroughly to explain what each part does. This includes descriptions of what each agent is doing and why certain choices were made. + - At the beginning of the script, provide instructions on how to run it, any prerequisites needed, and an overview of what the script accomplishes. + + +Output Format: A complete Python script that is ready for copy/paste to GitHub and demo execution. It should be formatted with complete logic, proper indentation, clear variable names, and comments. +Here is an example of a a working swarm script that you can use as a rough template for the logic: +import os +from dotenv import load_dotenv +from swarms.models import OpenAIChat +from swarms.structs import Agent +import swarms.prompts.swarm_daddy as sdsp + +# Load environment variables and initialize the OpenAI Chat model +load_dotenv() +api_key = os.getenv("OPENAI_API_KEY") +llm = OpenAIChat(model_name = "gpt-4", openai_api_key=api_key) + +user_idea = "screenplay writing" + + +#idea_analysis_agent = Agent(llm=llm, sop=sdsp.IDEA_ANALYSIS_AGENT_PROMPT, max_loops=1) +role_identification_agent = Agent(llm=llm, sop=sdsp.AGENT_ROLE_IDENTIFICATION_AGENT_PROMPT, max_loops=1) +agent_configuration_agent = Agent(llm=llm, sop=sdsp.AGENT_CONFIGURATION_AGENT_PROMPT, max_loops=1) +swarm_assembly_agent = Agent(llm=llm, sop=sdsp.SWARM_ASSEMBLY_AGENT_PROMPT, max_loops=1) +testing_optimization_agent = Agent(llm=llm, sop=sdsp.TESTING_OPTIMIZATION_AGENT_PROMPT, max_loops=1) + +# Process the user idea through each agent +# idea_analysis_output = idea_analysis_agent.run(user_idea) +role_identification_output = role_identification_agent.run(user_idea) +agent_configuration_output = agent_configuration_agent.run(role_identification_output) +swarm_assembly_output = swarm_assembly_agent.run(agent_configuration_output) +testing_optimization_output = testing_optimization_agent.run(swarm_assembly_output) +""" + + +# Prompt for Testing and Optimization Agent +TESTING_OPTIMIZATION_AGENT_PROMPT = """ +Review this Python script for swarm demonstration: '{swarm_script}'. Create a testing and optimization plan that includes methods for validating each agent's functionality and the overall performance of the swarm. Suggest improvements for efficiency and effectiveness. +Output Format: A structured plan in a textual format, outlining testing methodologies, key performance metrics, and optimization strategies. +""" + +# This file can be imported in the main script to access the prompts. From 44094667921d8b7d4f4c9916a9d4a6153e255d74 Mon Sep 17 00:00:00 2001 From: pliny <133052465+elder-plinius@users.noreply.github.com> Date: Wed, 13 Dec 2023 23:23:26 -0800 Subject: [PATCH 003/254] Update swarm_daddy.py --- playground/demos/swarm_daddy/swarm_daddy.py | 69 +-------------------- 1 file changed, 1 insertion(+), 68 deletions(-) diff --git a/playground/demos/swarm_daddy/swarm_daddy.py b/playground/demos/swarm_daddy/swarm_daddy.py index fb17e458..b7e0fecb 100644 --- a/playground/demos/swarm_daddy/swarm_daddy.py +++ b/playground/demos/swarm_daddy/swarm_daddy.py @@ -1,60 +1,3 @@ -# Filename: swarm_daddy_prompts.py - -# Prompt for Idea Analysis Agent -# IDEA_ANALYSIS_AGENT_PROMPT = """ -# Given the user's idea for a swarm team of autonomous agents: '{user_idea}', analyze and deconstruct it into key components such as objectives, functionalities, constraints, modalities, and potential applications. -# Output Format: A detailed textual analysis in bullet points or numbered list. -# """ - -# Prompt for Agent Role Identification Agent -AGENT_ROLE_IDENTIFICATION_AGENT_PROMPT = """ -Based on the following idea: '{user_idea}', identify and list the specific types of agents needed for the team. Detail their roles, responsibilities, and capabilities. -Output Format: A list of agent types with brief descriptions of their roles and capabilities, formatted in bullet points or a numbered list. -""" - -# Prompt for Agent Configuration Agent -AGENT_CONFIGURATION_AGENT_PROMPT = """ -Given these identified agent roles: '{agent_roles}', write SOPs/System Prompts for each agent type. Ensure that each SOP/Prompt is tailored to the specific functionalities of the agent, considering the operational context and objectives of the swarm team. -Output Format: A single Python file of the whole agent team with capitalized constant names for each SOP/Prompt, an equal sign between each agent name and their SOP/Prompt, and triple quotes surrounding the Prompt/SOP content. Follow best-practice prompting standards. -""" - -# Prompt for Swarm Assembly Agent -SWARM_ASSEMBLY_AGENT_PROMPT = """ -With the following agent SOPs/Prompts: '{agent_sops}', your task is to create a production-ready Python script based on the SOPs generated for each agent type. -The script should be well-structured and production-ready. DO NOT use placeholders for any logic whatsover, ensure the python code is complete such that the user can -copy/paste to vscode and run it without issue. Here are some tips to consider: - -1. **Import Statements**: - - Begin with necessary Python imports. Import the 'Agent' class from the 'swarms.structs' module. - - Import the language or vision model from 'swarms.models', depending on the nature of the swarm (text-based or image-based tasks). - - Import the SOPs for each agent type from swarms.prompts.(insert swarm team name here). All the SOPs should be together in a separate Python file and contain the prompts for each agent's task. - - Use os.getenv for the OpenAI API key. - -2. **Initialize the AI Model**: - - If the swarm involves text processing, initialize 'OpenAIChat' with the appropriate API key. - - For image processing tasks, initialize 'GPT4VisionAPI' similarly. - - Ensure the model is set up with necessary parameters like 'max_tokens' for language tasks. - -3. **Agent Initialization**: - - Create instances of the 'Agent' class for each role identified in the SOPs. Pass the corresponding SOP and the initialized AI model to each agent. - - Ensure each agent is given a descriptive name for clarity. - -4. **Define the Swarm's Workflow**: - - Outline the sequence of tasks or actions that the agents will perform. - - Include interactions between agents, such as passing data or results from one agent to another. - - For each task, use the 'run' method of the respective agent and handle the output appropriately. - -5. **Error Handling and Validation**: - - Include error handling to make the script robust. Use try-except blocks where appropriate. - - Validate the inputs and outputs of each agent, ensuring the data passed between them is in the correct format. - -6. **User Instructions and Documentation**: - - Comment the script thoroughly to explain what each part does. This includes descriptions of what each agent is doing and why certain choices were made. - - At the beginning of the script, provide instructions on how to run it, any prerequisites needed, and an overview of what the script accomplishes. - - -Output Format: A complete Python script that is ready for copy/paste to GitHub and demo execution. It should be formatted with complete logic, proper indentation, clear variable names, and comments. -Here is an example of a a working swarm script that you can use as a rough template for the logic: import os from dotenv import load_dotenv from swarms.models import OpenAIChat @@ -66,7 +9,7 @@ load_dotenv() api_key = os.getenv("OPENAI_API_KEY") llm = OpenAIChat(model_name = "gpt-4", openai_api_key=api_key) -user_idea = "screenplay writing" +user_idea = "screenplay writing team" #idea_analysis_agent = Agent(llm=llm, sop=sdsp.IDEA_ANALYSIS_AGENT_PROMPT, max_loops=1) @@ -81,13 +24,3 @@ role_identification_output = role_identification_agent.run(user_idea) agent_configuration_output = agent_configuration_agent.run(role_identification_output) swarm_assembly_output = swarm_assembly_agent.run(agent_configuration_output) testing_optimization_output = testing_optimization_agent.run(swarm_assembly_output) -""" - - -# Prompt for Testing and Optimization Agent -TESTING_OPTIMIZATION_AGENT_PROMPT = """ -Review this Python script for swarm demonstration: '{swarm_script}'. Create a testing and optimization plan that includes methods for validating each agent's functionality and the overall performance of the swarm. Suggest improvements for efficiency and effectiveness. -Output Format: A structured plan in a textual format, outlining testing methodologies, key performance metrics, and optimization strategies. -""" - -# This file can be imported in the main script to access the prompts. From bc25bd9aa10ff60365664de9c5fc193b12dd4c56 Mon Sep 17 00:00:00 2001 From: pliny <133052465+elder-plinius@users.noreply.github.com> Date: Wed, 13 Dec 2023 23:23:50 -0800 Subject: [PATCH 004/254] Update swarm_daddy.py --- playground/demos/swarm_daddy/swarm_daddy.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/playground/demos/swarm_daddy/swarm_daddy.py b/playground/demos/swarm_daddy/swarm_daddy.py index b7e0fecb..7c28e895 100644 --- a/playground/demos/swarm_daddy/swarm_daddy.py +++ b/playground/demos/swarm_daddy/swarm_daddy.py @@ -11,15 +11,12 @@ llm = OpenAIChat(model_name = "gpt-4", openai_api_key=api_key) user_idea = "screenplay writing team" - -#idea_analysis_agent = Agent(llm=llm, sop=sdsp.IDEA_ANALYSIS_AGENT_PROMPT, max_loops=1) role_identification_agent = Agent(llm=llm, sop=sdsp.AGENT_ROLE_IDENTIFICATION_AGENT_PROMPT, max_loops=1) agent_configuration_agent = Agent(llm=llm, sop=sdsp.AGENT_CONFIGURATION_AGENT_PROMPT, max_loops=1) swarm_assembly_agent = Agent(llm=llm, sop=sdsp.SWARM_ASSEMBLY_AGENT_PROMPT, max_loops=1) testing_optimization_agent = Agent(llm=llm, sop=sdsp.TESTING_OPTIMIZATION_AGENT_PROMPT, max_loops=1) # Process the user idea through each agent -# idea_analysis_output = idea_analysis_agent.run(user_idea) role_identification_output = role_identification_agent.run(user_idea) agent_configuration_output = agent_configuration_agent.run(role_identification_output) swarm_assembly_output = swarm_assembly_agent.run(agent_configuration_output) From 4f65fe37eeb66e12ecdcbe9c22b579a20f16c3e0 Mon Sep 17 00:00:00 2001 From: pliny <133052465+elder-plinius@users.noreply.github.com> Date: Wed, 13 Dec 2023 23:26:11 -0800 Subject: [PATCH 005/254] Create swarm_daddy.py --- swarms/prompts/swarm_daddy.py | 85 +++++++++++++++++++++++++++++++++++ 1 file changed, 85 insertions(+) create mode 100644 swarms/prompts/swarm_daddy.py diff --git a/swarms/prompts/swarm_daddy.py b/swarms/prompts/swarm_daddy.py new file mode 100644 index 00000000..0d76d020 --- /dev/null +++ b/swarms/prompts/swarm_daddy.py @@ -0,0 +1,85 @@ +# Prompt for Agent Role Identification Agent +AGENT_ROLE_IDENTIFICATION_AGENT_PROMPT = """ +Based on the following idea: '{user_idea}', identify and list the specific types of agents needed for the team. Detail their roles, responsibilities, and capabilities. +Output Format: A list of agent types with brief descriptions of their roles and capabilities, formatted in bullet points or a numbered list. +""" + +# Prompt for Agent Configuration Agent +AGENT_CONFIGURATION_AGENT_PROMPT = """ +Given these identified agent roles: '{agent_roles}', write SOPs/System Prompts for each agent type. Ensure that each SOP/Prompt is tailored to the specific functionalities of the agent, considering the operational context and objectives of the swarm team. +Output Format: A single Python file of the whole agent team with capitalized constant names for each SOP/Prompt, an equal sign between each agent name and their SOP/Prompt, and triple quotes surrounding the Prompt/SOP content. Follow best-practice prompting standards. +""" + +# Prompt for Swarm Assembly Agent +SWARM_ASSEMBLY_AGENT_PROMPT = """ +With the following agent SOPs/Prompts: '{agent_sops}', your task is to create a production-ready Python script based on the SOPs generated for each agent type. +The script should be well-structured and production-ready. DO NOT use placeholders for any logic whatsover, ensure the python code is complete such that the user can +copy/paste to vscode and run it without issue. Here are some tips to consider: + +1. **Import Statements**: + - Begin with necessary Python imports. Import the 'Agent' class from the 'swarms.structs' module. + - Import the language or vision model from 'swarms.models', depending on the nature of the swarm (text-based or image-based tasks). + - Import the SOPs for each agent type from swarms.prompts.(insert swarm team name here). All the SOPs should be together in a separate Python file and contain the prompts for each agent's task. + - Use os.getenv for the OpenAI API key. + +2. **Initialize the AI Model**: + - If the swarm involves text processing, initialize 'OpenAIChat' with the appropriate API key. + - For image processing tasks, initialize 'GPT4VisionAPI' similarly. + - Ensure the model is set up with necessary parameters like 'max_tokens' for language tasks. + +3. **Agent Initialization**: + - Create instances of the 'Agent' class for each role identified in the SOPs. Pass the corresponding SOP and the initialized AI model to each agent. + - Ensure each agent is given a descriptive name for clarity. + +4. **Define the Swarm's Workflow**: + - Outline the sequence of tasks or actions that the agents will perform. + - Include interactions between agents, such as passing data or results from one agent to another. + - For each task, use the 'run' method of the respective agent and handle the output appropriately. + +5. **Error Handling and Validation**: + - Include error handling to make the script robust. Use try-except blocks where appropriate. + - Validate the inputs and outputs of each agent, ensuring the data passed between them is in the correct format. + +6. **User Instructions and Documentation**: + - Comment the script thoroughly to explain what each part does. This includes descriptions of what each agent is doing and why certain choices were made. + - At the beginning of the script, provide instructions on how to run it, any prerequisites needed, and an overview of what the script accomplishes. + + +Output Format: A complete Python script that is ready for copy/paste to GitHub and demo execution. It should be formatted with complete logic, proper indentation, clear variable names, and comments. +Here is an example of a a working swarm script that you can use as a rough template for the logic: +import os +from dotenv import load_dotenv +from swarms.models import OpenAIChat +from swarms.structs import Agent +import swarms.prompts.swarm_daddy as sdsp + +# Load environment variables and initialize the OpenAI Chat model +load_dotenv() +api_key = os.getenv("OPENAI_API_KEY") +llm = OpenAIChat(model_name = "gpt-4", openai_api_key=api_key) + +user_idea = "screenplay writing" + + +#idea_analysis_agent = Agent(llm=llm, sop=sdsp.IDEA_ANALYSIS_AGENT_PROMPT, max_loops=1) +role_identification_agent = Agent(llm=llm, sop=sdsp.AGENT_ROLE_IDENTIFICATION_AGENT_PROMPT, max_loops=1) +agent_configuration_agent = Agent(llm=llm, sop=sdsp.AGENT_CONFIGURATION_AGENT_PROMPT, max_loops=1) +swarm_assembly_agent = Agent(llm=llm, sop=sdsp.SWARM_ASSEMBLY_AGENT_PROMPT, max_loops=1) +testing_optimization_agent = Agent(llm=llm, sop=sdsp.TESTING_OPTIMIZATION_AGENT_PROMPT, max_loops=1) + +# Process the user idea through each agent +# idea_analysis_output = idea_analysis_agent.run(user_idea) +role_identification_output = role_identification_agent.run(user_idea) +agent_configuration_output = agent_configuration_agent.run(role_identification_output) +swarm_assembly_output = swarm_assembly_agent.run(agent_configuration_output) +testing_optimization_output = testing_optimization_agent.run(swarm_assembly_output) +""" + + +# Prompt for Testing and Optimization Agent +TESTING_OPTIMIZATION_AGENT_PROMPT = """ +Review this Python script for swarm demonstration: '{swarm_script}'. Create a testing and optimization plan that includes methods for validating each agent's functionality and the overall performance of the swarm. Suggest improvements for efficiency and effectiveness. +Output Format: A structured plan in a textual format, outlining testing methodologies, key performance metrics, and optimization strategies. +""" + +# This file can be imported in the main script to access the prompts. From 18b050428488b27052ee4634e672f2abc1355548 Mon Sep 17 00:00:00 2001 From: Nate Date: Sat, 10 Feb 2024 21:44:58 -0800 Subject: [PATCH 006/254] swarm at 2024-02-10 21:44:58 --- example.py | 62 ++++++++++++++++++++++++++++++++++++++---------------- 1 file changed, 44 insertions(+), 18 deletions(-) diff --git a/example.py b/example.py index f8d04047..b2d9a5f1 100644 --- a/example.py +++ b/example.py @@ -1,32 +1,58 @@ import os - from dotenv import load_dotenv - -# Import the OpenAIChat model and the Agent struct -from swarms.models import OpenAIChat +from swarms.models import Gemini from swarms.structs import Agent -# Load the environment variables +# Load environment variables load_dotenv() # Get the API key from the environment -api_key = os.environ.get("OPENAI_API_KEY") - -# Initialize the language model -llm = OpenAIChat( - temperature=0.5, - model_name="gpt-4", - openai_api_key=api_key, - max_tokens=1000, +api_key = os.environ.get("GOOGLE_API_KEY") +if not api_key: + raise ValueError("Gemini API key not found. Please set it in your .env file") + +# Initialize the first agent (Gemini Pro Vision) for image analysis +agent_analysis = Agent( + llm=Gemini( + temperature=0.8, + model_name="gemini-pro-vision", + gemini_api_key=api_key + ), + max_loops=1, + autosave=True, + dashboard=True, ) -## Initialize the workflow -agent = Agent( - llm=llm, +# Initialize the second agent (Gemini Pro) for text-based tasks +agent_instruction = Agent( + llm=Gemini( + temperature=0.8, + model_name="gemini-pro", + gemini_api_key=api_key + ), max_loops=1, autosave=True, dashboard=True, ) -# Run the workflow on a task -agent.run("Generate a 10,000 word blog on health and wellness.") +# Task for the first agent: Image Analysis +task_analysis = """ +Analyze this logo and summarize its content, then give a structured list of suggested improvements. +""" +img = 'swarmslogobanner.png' # Replace with your image file name + +# Run the first agent on the task +analysis_results = agent_analysis.run(task=task_analysis, img=img) + +# Task for the second agent: Instructions for a better logo +task_instruction = f""" +Based on the analysis and suggestions for the logo: +{analysis_results} + +Generate detailed instructions for creating an improved version of this logo. +""" + +# Run the second agent on the task +instruction_results = agent_instruction.run(task=task_instruction) + +. \ No newline at end of file From 3acb3583d024e28459470b9bf677699008020fd0 Mon Sep 17 00:00:00 2001 From: Nate Date: Sat, 10 Feb 2024 21:45:48 -0800 Subject: [PATCH 007/254] swarm at 2024-02-10 21:45:48 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index b2d9a5f1..cce828d2 100644 --- a/example.py +++ b/example.py @@ -55,4 +55,4 @@ Generate detailed instructions for creating an improved version of this logo. # Run the second agent on the task instruction_results = agent_instruction.run(task=task_instruction) -. \ No newline at end of file +.. \ No newline at end of file From 11563ed60dd66f9f5dbad23163bc6eb55855ddea Mon Sep 17 00:00:00 2001 From: Nate Date: Sat, 10 Feb 2024 21:45:59 -0800 Subject: [PATCH 008/254] swarm at 2024-02-10 21:45:58 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index cce828d2..3bdfeb9f 100644 --- a/example.py +++ b/example.py @@ -55,4 +55,4 @@ Generate detailed instructions for creating an improved version of this logo. # Run the second agent on the task instruction_results = agent_instruction.run(task=task_instruction) -.. \ No newline at end of file +... \ No newline at end of file From f5eadc6474d799067a29cb826b3ee5e77f165568 Mon Sep 17 00:00:00 2001 From: Nate Date: Sat, 10 Feb 2024 21:46:09 -0800 Subject: [PATCH 009/254] swarm at 2024-02-10 21:46:09 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 3bdfeb9f..f0f9c2c6 100644 --- a/example.py +++ b/example.py @@ -55,4 +55,4 @@ Generate detailed instructions for creating an improved version of this logo. # Run the second agent on the task instruction_results = agent_instruction.run(task=task_instruction) -... \ No newline at end of file +.... \ No newline at end of file From 9eaff6ece2967167f2240996d54b0cac97ff7a9b Mon Sep 17 00:00:00 2001 From: Nate Date: Sat, 10 Feb 2024 21:46:20 -0800 Subject: [PATCH 010/254] swarm at 2024-02-10 21:46:20 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index f0f9c2c6..b7ab3265 100644 --- a/example.py +++ b/example.py @@ -55,4 +55,4 @@ Generate detailed instructions for creating an improved version of this logo. # Run the second agent on the task instruction_results = agent_instruction.run(task=task_instruction) -.... \ No newline at end of file +..... \ No newline at end of file From 67c8d5ae90df8938377a973956a911a7c92faca5 Mon Sep 17 00:00:00 2001 From: Nate Date: Sat, 10 Feb 2024 21:46:30 -0800 Subject: [PATCH 011/254] swarm at 2024-02-10 21:46:30 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index b7ab3265..3c37156c 100644 --- a/example.py +++ b/example.py @@ -55,4 +55,4 @@ Generate detailed instructions for creating an improved version of this logo. # Run the second agent on the task instruction_results = agent_instruction.run(task=task_instruction) -..... \ No newline at end of file +...... \ No newline at end of file From 624cc3d05d46bb34b62927067fd13ea5151c5ecd Mon Sep 17 00:00:00 2001 From: Nate Date: Sat, 10 Feb 2024 21:46:41 -0800 Subject: [PATCH 012/254] swarm at 2024-02-10 21:46:41 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 3c37156c..df3223dc 100644 --- a/example.py +++ b/example.py @@ -55,4 +55,4 @@ Generate detailed instructions for creating an improved version of this logo. # Run the second agent on the task instruction_results = agent_instruction.run(task=task_instruction) -...... \ No newline at end of file +....... \ No newline at end of file From babd635bfc9dedcacf676189058b8f9b04b12950 Mon Sep 17 00:00:00 2001 From: Nate Date: Sat, 10 Feb 2024 21:46:51 -0800 Subject: [PATCH 013/254] swarm at 2024-02-10 21:46:51 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index df3223dc..0954ea45 100644 --- a/example.py +++ b/example.py @@ -55,4 +55,4 @@ Generate detailed instructions for creating an improved version of this logo. # Run the second agent on the task instruction_results = agent_instruction.run(task=task_instruction) -....... \ No newline at end of file +........ \ No newline at end of file From d9ff9a124005a80e8bd08369d46b7f191a7b12c6 Mon Sep 17 00:00:00 2001 From: Nate Date: Sat, 10 Feb 2024 21:47:02 -0800 Subject: [PATCH 014/254] swarm at 2024-02-10 21:47:02 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 0954ea45..15c8396d 100644 --- a/example.py +++ b/example.py @@ -55,4 +55,4 @@ Generate detailed instructions for creating an improved version of this logo. # Run the second agent on the task instruction_results = agent_instruction.run(task=task_instruction) -........ \ No newline at end of file +......... \ No newline at end of file From 64e1c7646655abd1309de4df389b6c1c41dbd3f6 Mon Sep 17 00:00:00 2001 From: Nate Date: Sat, 10 Feb 2024 21:47:12 -0800 Subject: [PATCH 015/254] swarm at 2024-02-10 21:47:12 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 15c8396d..9e09f3ad 100644 --- a/example.py +++ b/example.py @@ -55,4 +55,4 @@ Generate detailed instructions for creating an improved version of this logo. # Run the second agent on the task instruction_results = agent_instruction.run(task=task_instruction) -......... \ No newline at end of file +.......... \ No newline at end of file From a5548d9c4ae308bfcb745a670bdbdb1bcf3f74a8 Mon Sep 17 00:00:00 2001 From: Nate Date: Sat, 10 Feb 2024 21:47:23 -0800 Subject: [PATCH 016/254] swarm at 2024-02-10 21:47:23 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 9e09f3ad..cc4b59e8 100644 --- a/example.py +++ b/example.py @@ -55,4 +55,4 @@ Generate detailed instructions for creating an improved version of this logo. # Run the second agent on the task instruction_results = agent_instruction.run(task=task_instruction) -.......... \ No newline at end of file +........... \ No newline at end of file From 84c61a81553409adcd5c4896370784500f30ac44 Mon Sep 17 00:00:00 2001 From: Nate Date: Sat, 10 Feb 2024 21:47:33 -0800 Subject: [PATCH 017/254] swarm at 2024-02-10 21:47:33 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index cc4b59e8..56906e14 100644 --- a/example.py +++ b/example.py @@ -55,4 +55,4 @@ Generate detailed instructions for creating an improved version of this logo. # Run the second agent on the task instruction_results = agent_instruction.run(task=task_instruction) -........... \ No newline at end of file +............ \ No newline at end of file From 7233b636e7edd800e10fe581137800f6e1a06ab3 Mon Sep 17 00:00:00 2001 From: Nate Date: Sat, 10 Feb 2024 21:47:44 -0800 Subject: [PATCH 018/254] swarm at 2024-02-10 21:47:44 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 56906e14..b3694542 100644 --- a/example.py +++ b/example.py @@ -55,4 +55,4 @@ Generate detailed instructions for creating an improved version of this logo. # Run the second agent on the task instruction_results = agent_instruction.run(task=task_instruction) -............ \ No newline at end of file +............. \ No newline at end of file From 40ad2e5fb942ba4457cc4c37d8fa5bc4a92f757f Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:54:30 -0800 Subject: [PATCH 019/254] swarm at 2024-02-10 21:54:30 --- example.py | 1 + 1 file changed, 1 insertion(+) diff --git a/example.py b/example.py index 26e0ac86..e82bc8eb 100644 --- a/example.py +++ b/example.py @@ -32,3 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") +. \ No newline at end of file From f1a7839cf7465e67b9bd4aab7801f8d2263f1b87 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:54:57 -0800 Subject: [PATCH 020/254] swarm at 2024-02-10 21:54:57 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index e82bc8eb..55e56c28 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -. \ No newline at end of file +.. \ No newline at end of file From 9f73c5c43cad47d74221a60f18ab7ab63438a068 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:55:08 -0800 Subject: [PATCH 021/254] swarm at 2024-02-10 21:55:08 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 55e56c28..b6c0496e 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.. \ No newline at end of file +... \ No newline at end of file From f6a6309b2e119fdc391fd93552ba58e5f02bd95c Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:55:19 -0800 Subject: [PATCH 022/254] swarm at 2024-02-10 21:55:19 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index b6c0496e..c3609aaa 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -... \ No newline at end of file +.... \ No newline at end of file From 86fd8950009a3fe4ec441f3747ab6221f2f54f25 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:55:30 -0800 Subject: [PATCH 023/254] swarm at 2024-02-10 21:55:30 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index c3609aaa..e0cba54b 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.... \ No newline at end of file +..... \ No newline at end of file From 955c727eeae335d1b5b0be8ac40159e97468f643 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:55:41 -0800 Subject: [PATCH 024/254] swarm at 2024-02-10 21:55:41 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index e0cba54b..dc304b31 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -..... \ No newline at end of file +...... \ No newline at end of file From 969a332f41c15cddab880962c460259b61558238 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:55:52 -0800 Subject: [PATCH 025/254] swarm at 2024-02-10 21:55:52 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index dc304b31..2f2535f0 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -...... \ No newline at end of file +....... \ No newline at end of file From 8575f63e96af56fdc28b9c8b56fdc39c13a0258d Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:56:03 -0800 Subject: [PATCH 026/254] swarm at 2024-02-10 21:56:03 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 2f2535f0..a9734de0 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -....... \ No newline at end of file +........ \ No newline at end of file From 3e47d5e5b614f072593eda7b30e769af8f5cd7fe Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:56:14 -0800 Subject: [PATCH 027/254] swarm at 2024-02-10 21:56:14 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index a9734de0..733709e5 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -........ \ No newline at end of file +......... \ No newline at end of file From d49a5fb8dec99206cc9987275f8a475d50f6a15f Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:56:25 -0800 Subject: [PATCH 028/254] swarm at 2024-02-10 21:56:25 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 733709e5..5ec39f0a 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -......... \ No newline at end of file +.......... \ No newline at end of file From ad744ce7857738c5f16b70d3f281e68c9bcf16c9 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:56:36 -0800 Subject: [PATCH 029/254] swarm at 2024-02-10 21:56:36 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 5ec39f0a..b9ce1523 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.......... \ No newline at end of file +........... \ No newline at end of file From 708a48bbb2dfa221b3834721802dd1c8cccf7cf4 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:56:47 -0800 Subject: [PATCH 030/254] swarm at 2024-02-10 21:56:47 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index b9ce1523..2e751151 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -........... \ No newline at end of file +............ \ No newline at end of file From 12691b9ef9d3b8499144a43d69919fcb8f036799 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:56:58 -0800 Subject: [PATCH 031/254] swarm at 2024-02-10 21:56:58 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 2e751151..2d2fd245 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -............ \ No newline at end of file +............. \ No newline at end of file From e0492307dabadc23af05236408d5fda69c8c83be Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:57:09 -0800 Subject: [PATCH 032/254] swarm at 2024-02-10 21:57:09 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 2d2fd245..877eda7c 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -............. \ No newline at end of file +.............. \ No newline at end of file From 267ac51933cbb6e54e9fb4f408b592f257546ca5 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:57:20 -0800 Subject: [PATCH 033/254] swarm at 2024-02-10 21:57:20 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 877eda7c..d0f2a2ad 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.............. \ No newline at end of file +............... \ No newline at end of file From e7d3331a5309907e51e345bb143e5c0914f6c0b7 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:57:31 -0800 Subject: [PATCH 034/254] swarm at 2024-02-10 21:57:31 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index d0f2a2ad..239a6585 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -............... \ No newline at end of file +................ \ No newline at end of file From 4a3ed3ecf808ac3414f2bb8b3bcce61bbeb73c74 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:57:42 -0800 Subject: [PATCH 035/254] swarm at 2024-02-10 21:57:42 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 239a6585..ffb3f4c7 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -................ \ No newline at end of file +................. \ No newline at end of file From aafa1b95a9c55f7449d8e8e086fc14b2b72f38da Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:57:53 -0800 Subject: [PATCH 036/254] swarm at 2024-02-10 21:57:53 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index ffb3f4c7..dca7fe8a 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -................. \ No newline at end of file +.................. \ No newline at end of file From 0eb2573b850f87972a8cda03c5d8a89e51b5ac29 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:58:04 -0800 Subject: [PATCH 037/254] swarm at 2024-02-10 21:58:04 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index dca7fe8a..03fa8b07 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.................. \ No newline at end of file +................... \ No newline at end of file From f74902abac921b78c8b5fd3a3168e6c3ae10723a Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:58:15 -0800 Subject: [PATCH 038/254] swarm at 2024-02-10 21:58:15 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 03fa8b07..c6e00a0a 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -................... \ No newline at end of file +.................... \ No newline at end of file From 592cac80441fc41b03d098c0e4b462c97775531f Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:58:26 -0800 Subject: [PATCH 039/254] swarm at 2024-02-10 21:58:26 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index c6e00a0a..1e02d23f 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.................... \ No newline at end of file +..................... \ No newline at end of file From ac0816aec9d42afe86b42e2d969998e81674cefa Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:58:37 -0800 Subject: [PATCH 040/254] swarm at 2024-02-10 21:58:37 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 1e02d23f..eeb269dc 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -..................... \ No newline at end of file +...................... \ No newline at end of file From fcee64b452bda2a749b43a2f615a55bcfce470cf Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:58:48 -0800 Subject: [PATCH 041/254] swarm at 2024-02-10 21:58:48 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index eeb269dc..14bff710 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -...................... \ No newline at end of file +....................... \ No newline at end of file From fdd9cb3fd35977d16d7c69428c64e4dbd04e6095 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:58:59 -0800 Subject: [PATCH 042/254] swarm at 2024-02-10 21:58:59 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 14bff710..4bb6d04b 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -....................... \ No newline at end of file +........................ \ No newline at end of file From 970deab2fea09015eecc44f3bd012b8148fd7be4 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:59:10 -0800 Subject: [PATCH 043/254] swarm at 2024-02-10 21:59:10 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 4bb6d04b..b36790fe 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -........................ \ No newline at end of file +......................... \ No newline at end of file From 9cde9387bddfefedd1ba2b6897a2cc454b040783 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:59:21 -0800 Subject: [PATCH 044/254] swarm at 2024-02-10 21:59:21 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index b36790fe..0b2b449b 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -......................... \ No newline at end of file +.......................... \ No newline at end of file From 2693f9b77556f8109f9d17d0e1086121f4c4523b Mon Sep 17 00:00:00 2001 From: pliny <133052465+elder-plinius@users.noreply.github.com> Date: Sat, 10 Feb 2024 21:59:24 -0800 Subject: [PATCH 045/254] Rename swarm_daddy.py to autoswarm.py --- playground/demos/swarm_daddy/{swarm_daddy.py => autoswarm.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename playground/demos/swarm_daddy/{swarm_daddy.py => autoswarm.py} (100%) diff --git a/playground/demos/swarm_daddy/swarm_daddy.py b/playground/demos/swarm_daddy/autoswarm.py similarity index 100% rename from playground/demos/swarm_daddy/swarm_daddy.py rename to playground/demos/swarm_daddy/autoswarm.py From 22ee24c61e02c138a6c0753fe85613924f89ec5a Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:59:32 -0800 Subject: [PATCH 046/254] swarm at 2024-02-10 21:59:32 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 0b2b449b..830ddf29 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.......................... \ No newline at end of file +........................... \ No newline at end of file From f0e19cdabb1530b32e09f08fb3c5675d26cd2d3a Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:59:42 -0800 Subject: [PATCH 047/254] swarm at 2024-02-10 21:59:42 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 830ddf29..d740d3b1 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -........................... \ No newline at end of file +............................ \ No newline at end of file From 26e20123bca7e7a400c18d6dc3ef6b6543168215 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 21:59:53 -0800 Subject: [PATCH 048/254] swarm at 2024-02-10 21:59:53 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index d740d3b1..0901b06b 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -............................ \ No newline at end of file +............................. \ No newline at end of file From 8614c78e6a1ae9b6d8bc86398abd4ec31915c5b9 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:00:04 -0800 Subject: [PATCH 049/254] swarm at 2024-02-10 22:00:04 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 0901b06b..ad990e7e 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -............................. \ No newline at end of file +.............................. \ No newline at end of file From 5bc8b53d088e97903256118f933f3c535700a7a4 Mon Sep 17 00:00:00 2001 From: pliny <133052465+elder-plinius@users.noreply.github.com> Date: Sat, 10 Feb 2024 22:00:07 -0800 Subject: [PATCH 050/254] Update autoswarm.py --- playground/demos/swarm_daddy/autoswarm.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/playground/demos/swarm_daddy/autoswarm.py b/playground/demos/swarm_daddy/autoswarm.py index 7c28e895..86bbcb07 100644 --- a/playground/demos/swarm_daddy/autoswarm.py +++ b/playground/demos/swarm_daddy/autoswarm.py @@ -2,7 +2,7 @@ import os from dotenv import load_dotenv from swarms.models import OpenAIChat from swarms.structs import Agent -import swarms.prompts.swarm_daddy as sdsp +import swarms.prompts.autoswarm as sdsp # Load environment variables and initialize the OpenAI Chat model load_dotenv() From b6adeb6aeff44e4756633e0294de20cda3b19feb Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:00:15 -0800 Subject: [PATCH 051/254] swarm at 2024-02-10 22:00:15 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index ad990e7e..e1403620 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.............................. \ No newline at end of file +............................... \ No newline at end of file From e286b1cdd33733365dda849fdce997a4e8f723be Mon Sep 17 00:00:00 2001 From: pliny <133052465+elder-plinius@users.noreply.github.com> Date: Sat, 10 Feb 2024 22:00:24 -0800 Subject: [PATCH 052/254] Rename autoswarm.py to autoswarm.py --- playground/demos/{swarm_daddy => autoswarm}/autoswarm.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename playground/demos/{swarm_daddy => autoswarm}/autoswarm.py (100%) diff --git a/playground/demos/swarm_daddy/autoswarm.py b/playground/demos/autoswarm/autoswarm.py similarity index 100% rename from playground/demos/swarm_daddy/autoswarm.py rename to playground/demos/autoswarm/autoswarm.py From 5674165d4cccbd7b4bf541e4bdf6426e7a080479 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:00:26 -0800 Subject: [PATCH 053/254] swarm at 2024-02-10 22:00:26 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index e1403620..3146c327 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -............................... \ No newline at end of file +................................ \ No newline at end of file From 200f15bf2dee8f4b9bb3147afbe26d16fd802cda Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:00:36 -0800 Subject: [PATCH 054/254] swarm at 2024-02-10 22:00:36 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 3146c327..6e3d7d83 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -................................ \ No newline at end of file +................................. \ No newline at end of file From f1adada4c1592e4316d2d55c5ff11d260b668686 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:00:47 -0800 Subject: [PATCH 055/254] swarm at 2024-02-10 22:00:47 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 6e3d7d83..7c0db963 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -................................. \ No newline at end of file +.................................. \ No newline at end of file From 10fb40d0d5ce591a0e251e8c2dbae08268b15612 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:00:57 -0800 Subject: [PATCH 056/254] swarm at 2024-02-10 22:00:57 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 7c0db963..2ba7b4ff 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.................................. \ No newline at end of file +................................... \ No newline at end of file From 421a180e63d0e9de826b0c2c01bafe61588d9035 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:01:08 -0800 Subject: [PATCH 057/254] swarm at 2024-02-10 22:01:08 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 2ba7b4ff..a173f9d4 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -................................... \ No newline at end of file +.................................... \ No newline at end of file From 1c0708c4e54ff9494884ccde3493b8b24d6cbcf5 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:01:18 -0800 Subject: [PATCH 058/254] swarm at 2024-02-10 22:01:18 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index a173f9d4..d8df6794 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.................................... \ No newline at end of file +..................................... \ No newline at end of file From 894eecae10b3a2d0504bedc689b159e3601fe69d Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:01:29 -0800 Subject: [PATCH 059/254] swarm at 2024-02-10 22:01:29 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index d8df6794..12232d50 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -..................................... \ No newline at end of file +...................................... \ No newline at end of file From 1b177ff3c979f3e23b6dacb6460d38e7f1e31c2a Mon Sep 17 00:00:00 2001 From: pliny <133052465+elder-plinius@users.noreply.github.com> Date: Sat, 10 Feb 2024 22:01:31 -0800 Subject: [PATCH 060/254] Rename swarm_daddy.py to autoswarm.py --- swarms/prompts/{swarm_daddy.py => autoswarm.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename swarms/prompts/{swarm_daddy.py => autoswarm.py} (100%) diff --git a/swarms/prompts/swarm_daddy.py b/swarms/prompts/autoswarm.py similarity index 100% rename from swarms/prompts/swarm_daddy.py rename to swarms/prompts/autoswarm.py From 299dec9a71e421e511dd5910b8698c8835687929 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:01:40 -0800 Subject: [PATCH 061/254] swarm at 2024-02-10 22:01:40 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 12232d50..ca56202b 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -...................................... \ No newline at end of file +....................................... \ No newline at end of file From 2d62ff2aa7210798b94f1f4a4aeec7e85c8cc679 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:01:50 -0800 Subject: [PATCH 062/254] swarm at 2024-02-10 22:01:50 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index ca56202b..6f72ed13 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -....................................... \ No newline at end of file +........................................ \ No newline at end of file From 47e9e5bce3f4f5f2c01fabcf2d026dbbb8556682 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:02:01 -0800 Subject: [PATCH 063/254] swarm at 2024-02-10 22:02:01 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 6f72ed13..ebc5c5c6 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -........................................ \ No newline at end of file +......................................... \ No newline at end of file From c2aeee4e03a204fdee278877f2914060100eccae Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:02:11 -0800 Subject: [PATCH 064/254] swarm at 2024-02-10 22:02:11 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index ebc5c5c6..04a20468 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -......................................... \ No newline at end of file +.......................................... \ No newline at end of file From 9302d11fba5aedf2d989c94f798dbf0f1162cd90 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:02:22 -0800 Subject: [PATCH 065/254] swarm at 2024-02-10 22:02:22 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 04a20468..e50c0066 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.......................................... \ No newline at end of file +........................................... \ No newline at end of file From 8c0eb845c848904ac7f419c0bb4fe49797de508d Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:02:32 -0800 Subject: [PATCH 066/254] swarm at 2024-02-10 22:02:32 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index e50c0066..79ffa140 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -........................................... \ No newline at end of file +............................................ \ No newline at end of file From 4b16aee4d2ecd212fa4984c4250dcb5e68826ba6 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:07:30 -0800 Subject: [PATCH 067/254] swarm at 2024-02-10 22:07:30 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 79ffa140..7bd1897a 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -............................................ \ No newline at end of file +............................................. \ No newline at end of file From 7bd86efed1fe888c98893957c0aec4ec92604923 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:07:41 -0800 Subject: [PATCH 068/254] swarm at 2024-02-10 22:07:41 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 7bd1897a..6a69a9d3 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -............................................. \ No newline at end of file +.............................................. \ No newline at end of file From cc019362efae0e2064b4c9c9af1f5acb38bdd9ff Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:07:52 -0800 Subject: [PATCH 069/254] swarm at 2024-02-10 22:07:52 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 6a69a9d3..c5faacd2 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.............................................. \ No newline at end of file +............................................... \ No newline at end of file From 531ef64db170e97ed965977b90f9963d1291b6ca Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:08:03 -0800 Subject: [PATCH 070/254] swarm at 2024-02-10 22:08:03 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index c5faacd2..e527b2d6 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -............................................... \ No newline at end of file +................................................ \ No newline at end of file From f4a6aa1adb74863873a49a2bdb2a37a9f572b360 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:08:14 -0800 Subject: [PATCH 071/254] swarm at 2024-02-10 22:08:14 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index e527b2d6..e1e5f225 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -................................................ \ No newline at end of file +................................................. \ No newline at end of file From 30623a527b0a4b4da9dd17f3351fe8268ff32eef Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:08:25 -0800 Subject: [PATCH 072/254] swarm at 2024-02-10 22:08:25 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index e1e5f225..66d1e92c 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -................................................. \ No newline at end of file +.................................................. \ No newline at end of file From 3cbf6c96066886826d9ced8ccbb0feff51d4306a Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:08:36 -0800 Subject: [PATCH 073/254] swarm at 2024-02-10 22:08:36 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 66d1e92c..0e23480e 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.................................................. \ No newline at end of file +................................................... \ No newline at end of file From 123a5c905399a07f32eb12d982a2108d6c3b6ac6 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:08:47 -0800 Subject: [PATCH 074/254] swarm at 2024-02-10 22:08:47 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 0e23480e..02d85598 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -................................................... \ No newline at end of file +.................................................... \ No newline at end of file From 76bd0012bfd7987e0847bf30ee0171975be67f2f Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:08:58 -0800 Subject: [PATCH 075/254] swarm at 2024-02-10 22:08:58 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 02d85598..89221666 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.................................................... \ No newline at end of file +..................................................... \ No newline at end of file From a62b2862a63828b9616f969feff5a5db3afdc8f8 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:09:09 -0800 Subject: [PATCH 076/254] swarm at 2024-02-10 22:09:09 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 89221666..58842527 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -..................................................... \ No newline at end of file +...................................................... \ No newline at end of file From 80f565556c11b83ce463c7a921a2d68fb3fbd536 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:09:20 -0800 Subject: [PATCH 077/254] swarm at 2024-02-10 22:09:20 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 58842527..416af2fb 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -...................................................... \ No newline at end of file +....................................................... \ No newline at end of file From 5e7b71620b8e40c519a1ceccb170f79d64be7ac0 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:09:32 -0800 Subject: [PATCH 078/254] swarm at 2024-02-10 22:09:32 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 416af2fb..5a6713e4 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -....................................................... \ No newline at end of file +........................................................ \ No newline at end of file From 0ea5616f4c3570cafa0b687c91f3ead550ac9f02 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:09:43 -0800 Subject: [PATCH 079/254] swarm at 2024-02-10 22:09:43 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 5a6713e4..15fdeb96 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -........................................................ \ No newline at end of file +......................................................... \ No newline at end of file From e333bcdf44654a0cd586bf61850485064f0b8258 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:09:54 -0800 Subject: [PATCH 080/254] swarm at 2024-02-10 22:09:54 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 15fdeb96..c1e95a75 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -......................................................... \ No newline at end of file +.......................................................... \ No newline at end of file From 0ee020b2012c5ff46b3d7bd69e7ed6dd78f3951c Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:10:05 -0800 Subject: [PATCH 081/254] swarm at 2024-02-10 22:10:05 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index c1e95a75..2866ebe0 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.......................................................... \ No newline at end of file +........................................................... \ No newline at end of file From 9b6563cfff4132d902cc96e56d27808020cb2e57 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:10:16 -0800 Subject: [PATCH 082/254] swarm at 2024-02-10 22:10:16 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 2866ebe0..88e0f2fe 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -........................................................... \ No newline at end of file +............................................................ \ No newline at end of file From 071fd3c8b5145a92083a9320caf34836263b4b7d Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:10:27 -0800 Subject: [PATCH 083/254] swarm at 2024-02-10 22:10:27 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 88e0f2fe..bf6aaf10 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -............................................................ \ No newline at end of file +............................................................. \ No newline at end of file From 42ef7b1c1fed6e9c93459e10dd909e559de88713 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:10:38 -0800 Subject: [PATCH 084/254] swarm at 2024-02-10 22:10:38 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index bf6aaf10..ab9b28ed 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -............................................................. \ No newline at end of file +.............................................................. \ No newline at end of file From b7342167e1226401478c939a45d649de43721c07 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:10:49 -0800 Subject: [PATCH 085/254] swarm at 2024-02-10 22:10:49 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index ab9b28ed..5892a51f 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.............................................................. \ No newline at end of file +............................................................... \ No newline at end of file From 3a1814f0ace84174bb9daa3e0c41e0df12c38c1c Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:11:00 -0800 Subject: [PATCH 086/254] swarm at 2024-02-10 22:11:00 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 5892a51f..fa67fbb1 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -............................................................... \ No newline at end of file +................................................................ \ No newline at end of file From 3771b509be84d3fe652ea76e9abc48a94cb417ef Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:11:11 -0800 Subject: [PATCH 087/254] swarm at 2024-02-10 22:11:11 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index fa67fbb1..3b737991 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -................................................................ \ No newline at end of file +................................................................. \ No newline at end of file From baad63d8a988bad5fef1f57784229aee312861f6 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:11:22 -0800 Subject: [PATCH 088/254] swarm at 2024-02-10 22:11:22 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 3b737991..9f1d83b9 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -................................................................. \ No newline at end of file +.................................................................. \ No newline at end of file From 6fc2106a2e34430294586daa2c461423a95e0031 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:11:33 -0800 Subject: [PATCH 089/254] swarm at 2024-02-10 22:11:33 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 9f1d83b9..b7764721 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.................................................................. \ No newline at end of file +................................................................... \ No newline at end of file From c32dcfd2200e153670b3a66833951ffb611923ce Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:11:44 -0800 Subject: [PATCH 090/254] swarm at 2024-02-10 22:11:44 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index b7764721..3c8e92ce 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -................................................................... \ No newline at end of file +.................................................................... \ No newline at end of file From 5397617b6493c85d38589b917ce1892b8becd184 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:11:55 -0800 Subject: [PATCH 091/254] swarm at 2024-02-10 22:11:55 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 3c8e92ce..d0aca795 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.................................................................... \ No newline at end of file +..................................................................... \ No newline at end of file From 95b5f0962ab975fe0b96578ba5f5e525cf30d409 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:12:06 -0800 Subject: [PATCH 092/254] swarm at 2024-02-10 22:12:06 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index d0aca795..adc5f41c 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -..................................................................... \ No newline at end of file +...................................................................... \ No newline at end of file From 90c0a7dab16f47ebb08ae08702aa0073584b055e Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:12:17 -0800 Subject: [PATCH 093/254] swarm at 2024-02-10 22:12:17 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index adc5f41c..4e77e842 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -...................................................................... \ No newline at end of file +....................................................................... \ No newline at end of file From 4259516a18fedc977e8268b7189a9f1223aefc74 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:12:28 -0800 Subject: [PATCH 094/254] swarm at 2024-02-10 22:12:28 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 4e77e842..810cb781 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -....................................................................... \ No newline at end of file +........................................................................ \ No newline at end of file From 351d6ec293eba244c3ac09b3a3867ef66909aa42 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:12:39 -0800 Subject: [PATCH 095/254] swarm at 2024-02-10 22:12:39 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 810cb781..ab4e6008 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -........................................................................ \ No newline at end of file +......................................................................... \ No newline at end of file From c1637370d60ea045980b944a54c9f9a34b2d66ea Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:12:50 -0800 Subject: [PATCH 096/254] swarm at 2024-02-10 22:12:50 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index ab4e6008..ad379ded 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -......................................................................... \ No newline at end of file +.......................................................................... \ No newline at end of file From 02c217d2c6bab0599b468cb30139537a5c493a5f Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:13:01 -0800 Subject: [PATCH 097/254] swarm at 2024-02-10 22:13:01 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index ad379ded..58d51575 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.......................................................................... \ No newline at end of file +........................................................................... \ No newline at end of file From 86189900579b263912b791691486a802155f8f01 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:13:12 -0800 Subject: [PATCH 098/254] swarm at 2024-02-10 22:13:12 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 58d51575..3778d747 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -........................................................................... \ No newline at end of file +............................................................................ \ No newline at end of file From a2c4a8bb73eba42847b905b091feec5753e4dd8e Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:13:23 -0800 Subject: [PATCH 099/254] swarm at 2024-02-10 22:13:23 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 3778d747..07a10bf3 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -............................................................................ \ No newline at end of file +............................................................................. \ No newline at end of file From e057c590c720aa7bf5d0b64208b40448bb5bfb24 Mon Sep 17 00:00:00 2001 From: pliny <133052465+elder-plinius@users.noreply.github.com> Date: Sat, 10 Feb 2024 22:13:32 -0800 Subject: [PATCH 100/254] Delete autocommit.py --- autocommit.py | 32 -------------------------------- 1 file changed, 32 deletions(-) delete mode 100644 autocommit.py diff --git a/autocommit.py b/autocommit.py deleted file mode 100644 index 38d97806..00000000 --- a/autocommit.py +++ /dev/null @@ -1,32 +0,0 @@ -import os -import datetime -import time - -# Configure your repository details -repo_path = '.' -file_path = 'example.py' -commit_message = 'swarm' - -def make_change_and_commit(repo_path, file_path, commit_message): - # Change to the repository directory - os.chdir(repo_path) - - # Make a change in the file - with open(file_path, 'a') as file: - file.write('.') # Appending a dot to the file - - # Add the file to staging - os.system('git add ' + file_path) - - # Commit the change - current_time = datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S") - os.system(f'git commit -m "{commit_message} at {current_time}"') - - # Push the commit - os.system('git push') - -if __name__ == "__main__": - while True: - make_change_and_commit(repo_path, file_path, commit_message) - print("Commit made. Waiting 10 seconds for the next commit.") - time.sleep(10) # Wait for 10 seconds before the next iteration From 8f34b934ad203146b9764298cc9d5195843f6dbd Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:13:34 -0800 Subject: [PATCH 101/254] swarm at 2024-02-10 22:13:34 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 07a10bf3..6eae9cb9 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -............................................................................. \ No newline at end of file +.............................................................................. \ No newline at end of file From 9ade370737878d3bad5c52e971b095dfd1859e10 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:13:45 -0800 Subject: [PATCH 102/254] swarm at 2024-02-10 22:13:45 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 6eae9cb9..1f22de08 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.............................................................................. \ No newline at end of file +............................................................................... \ No newline at end of file From 32b032c012cba97241093af9913a31383a9bfe13 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:13:55 -0800 Subject: [PATCH 103/254] swarm at 2024-02-10 22:13:55 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 1f22de08..fbfe300a 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -............................................................................... \ No newline at end of file +................................................................................ \ No newline at end of file From 3617538fb424eba7e530df0e6396d41bacf7932c Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:14:06 -0800 Subject: [PATCH 104/254] swarm at 2024-02-10 22:14:06 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index fbfe300a..da00a0c0 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -................................................................................ \ No newline at end of file +................................................................................. \ No newline at end of file From c07562c406b8bf72ac61976769222d7f9accb23d Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:18:42 -0800 Subject: [PATCH 105/254] swarm at 2024-02-10 22:18:42 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index da00a0c0..d38d1de4 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -................................................................................. \ No newline at end of file +.................................................................................. \ No newline at end of file From c62a5c07d7208ad471f518cdb61474bdb2f23fb9 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:18:54 -0800 Subject: [PATCH 106/254] swarm at 2024-02-10 22:18:53 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index d38d1de4..ad2e77ae 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.................................................................................. \ No newline at end of file +................................................................................... \ No newline at end of file From a0777aabcbaa256d8c3e6b563665918c6f5d11b3 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:19:05 -0800 Subject: [PATCH 107/254] swarm at 2024-02-10 22:19:05 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index ad2e77ae..a0576351 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -................................................................................... \ No newline at end of file +.................................................................................... \ No newline at end of file From 783dfe13b3b26411cb43920b064fcc5646d656c5 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:19:16 -0800 Subject: [PATCH 108/254] swarm at 2024-02-10 22:19:15 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index a0576351..cffc1859 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.................................................................................... \ No newline at end of file +..................................................................................... \ No newline at end of file From 6a9210a5058ef2a68ef89880988f8002fd6f8d69 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:19:27 -0800 Subject: [PATCH 109/254] swarm at 2024-02-10 22:19:27 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index cffc1859..d8abd37b 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -..................................................................................... \ No newline at end of file +...................................................................................... \ No newline at end of file From fabd3187d2d5a2d2689289427d7bdbae050f41b7 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:19:38 -0800 Subject: [PATCH 110/254] swarm at 2024-02-10 22:19:38 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index d8abd37b..29f197ac 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -...................................................................................... \ No newline at end of file +....................................................................................... \ No newline at end of file From 2e42fdd81215fe631869f693b0932b2c84e38cd8 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:19:49 -0800 Subject: [PATCH 111/254] swarm at 2024-02-10 22:19:49 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 29f197ac..ecd0e292 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -....................................................................................... \ No newline at end of file +........................................................................................ \ No newline at end of file From d3a71160ceceb800cdc63531e0b5a8d53636638b Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:20:00 -0800 Subject: [PATCH 112/254] swarm at 2024-02-10 22:20:00 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index ecd0e292..e9e9a6f2 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -........................................................................................ \ No newline at end of file +......................................................................................... \ No newline at end of file From c0f6b0f9dee8b12c838b9715cdc082416816655c Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:20:11 -0800 Subject: [PATCH 113/254] swarm at 2024-02-10 22:20:11 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index e9e9a6f2..a32d3abb 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -......................................................................................... \ No newline at end of file +.......................................................................................... \ No newline at end of file From 1dd63df9b91eada16979c56f4fd5c920e129217b Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:20:22 -0800 Subject: [PATCH 114/254] swarm at 2024-02-10 22:20:22 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index a32d3abb..edd81f39 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -.......................................................................................... \ No newline at end of file +........................................................................................... \ No newline at end of file From 019590a1733eae9623d0483fd79c6a919df229bc Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:20:33 -0800 Subject: [PATCH 115/254] swarm at 2024-02-10 22:20:33 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index edd81f39..250a8172 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -........................................................................................... \ No newline at end of file +............................................................................................ \ No newline at end of file From 9775481bbd468d6307558d873239f00b4a240e49 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:20:44 -0800 Subject: [PATCH 116/254] swarm at 2024-02-10 22:20:44 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 250a8172..64147b84 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -............................................................................................ \ No newline at end of file +............................................................................................. \ No newline at end of file From 933a317f41fb06884fc7602e216638fb2bf79e28 Mon Sep 17 00:00:00 2001 From: pliny <133052465+elder-plinius@users.noreply.github.com> Date: Sat, 10 Feb 2024 22:21:08 -0800 Subject: [PATCH 117/254] Update example.py --- example.py | 1 - 1 file changed, 1 deletion(-) diff --git a/example.py b/example.py index 64147b84..26e0ac86 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,3 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -............................................................................................. \ No newline at end of file From 9e78d15d6eeb276f540770f86336189746afd61d Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:22:21 -0800 Subject: [PATCH 118/254] swarm at 2024-02-10 22:22:21 --- example.py | 1 + 1 file changed, 1 insertion(+) diff --git a/example.py b/example.py index 26e0ac86..69446d58 100644 --- a/example.py +++ b/example.py @@ -32,3 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") +_ \ No newline at end of file From f7508dd04a374717da7c33c5a7d8766c39839bd1 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:22:32 -0800 Subject: [PATCH 119/254] swarm at 2024-02-10 22:22:32 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 69446d58..ef89bd9f 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_ \ No newline at end of file +__ \ No newline at end of file From 0ca532d7daf2b366ae25ea50151a7df8ad18280c Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:22:43 -0800 Subject: [PATCH 120/254] swarm at 2024-02-10 22:22:43 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index ef89bd9f..dde6e364 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -__ \ No newline at end of file +___ \ No newline at end of file From 86748cd30f705bec66e1e9f5418eb223ba9a5c52 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:22:54 -0800 Subject: [PATCH 121/254] swarm at 2024-02-10 22:22:54 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index dde6e364..590b9112 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -___ \ No newline at end of file +____ \ No newline at end of file From 30d408395b2fe2f55961f4f4f30c4cd15f0cc220 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:23:05 -0800 Subject: [PATCH 122/254] swarm at 2024-02-10 22:23:05 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 590b9112..f827b314 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -____ \ No newline at end of file +_____ \ No newline at end of file From 7ce064bf092d0128f820eacae06560e841c6ded0 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:23:16 -0800 Subject: [PATCH 123/254] swarm at 2024-02-10 22:23:16 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index f827b314..50a4f8b5 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_____ \ No newline at end of file +______ \ No newline at end of file From 387ca23cdc2d4b12750a5808de83f887dd450547 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:23:28 -0800 Subject: [PATCH 124/254] swarm at 2024-02-10 22:23:28 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 50a4f8b5..8cc30714 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -______ \ No newline at end of file +_______ \ No newline at end of file From a7fc440d9875b7c0612a991c75a7624d64582b3c Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:23:39 -0800 Subject: [PATCH 125/254] swarm at 2024-02-10 22:23:39 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 8cc30714..d0cdc8ab 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_______ \ No newline at end of file +________ \ No newline at end of file From 5853587b150629b59fb4c3b9327d7add7bd927e0 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:23:50 -0800 Subject: [PATCH 126/254] swarm at 2024-02-10 22:23:50 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index d0cdc8ab..5d4feeeb 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -________ \ No newline at end of file +_________ \ No newline at end of file From 131f225c30524db0bd632f534c86905a96a75c4f Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:24:01 -0800 Subject: [PATCH 127/254] swarm at 2024-02-10 22:24:01 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 5d4feeeb..9e21d093 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_________ \ No newline at end of file +__________ \ No newline at end of file From 10106bb84fea5e99f8019ddaf8d41265f6a79340 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:24:12 -0800 Subject: [PATCH 128/254] swarm at 2024-02-10 22:24:12 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 9e21d093..cbd8fe38 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -__________ \ No newline at end of file +___________ \ No newline at end of file From 5baedb72775e1bcc6ed65c058c0568868bb0ef25 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:24:23 -0800 Subject: [PATCH 129/254] swarm at 2024-02-10 22:24:23 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index cbd8fe38..c3d5e751 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -___________ \ No newline at end of file +____________ \ No newline at end of file From 631d72eca8048801b7bd64731a9db86f8af26aca Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:24:34 -0800 Subject: [PATCH 130/254] swarm at 2024-02-10 22:24:34 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index c3d5e751..e31edeb0 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -____________ \ No newline at end of file +_____________ \ No newline at end of file From 88b0b1654f5e907f7988dbae3074070ef40936bb Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:28:20 -0800 Subject: [PATCH 131/254] swarm at 2024-02-10 22:28:20 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index e31edeb0..589e3490 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_____________ \ No newline at end of file +______________ \ No newline at end of file From e16b907f7a5aed2e52304ecc41ea50740b805b98 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:28:32 -0800 Subject: [PATCH 132/254] swarm at 2024-02-10 22:28:32 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 589e3490..06346594 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -______________ \ No newline at end of file +_______________ \ No newline at end of file From 0a896c0b9efd0ab5196467abee6668907826d80a Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:28:43 -0800 Subject: [PATCH 133/254] swarm at 2024-02-10 22:28:43 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 06346594..33b70ccb 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_______________ \ No newline at end of file +________________ \ No newline at end of file From f85d77fa0dea86162af552623c42a5a680ad0ef4 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:28:54 -0800 Subject: [PATCH 134/254] swarm at 2024-02-10 22:28:54 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 33b70ccb..97aae02b 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -________________ \ No newline at end of file +_________________ \ No newline at end of file From 83a7b9840718921bc2c2ef9ae1a44d771716ad9c Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:29:03 -0800 Subject: [PATCH 135/254] swarm at 2024-02-10 22:29:03 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 97aae02b..7304ff1e 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_________________ \ No newline at end of file +__________________ \ No newline at end of file From 77561f3607c85f6bb2a5450f3bbc780ef52d9717 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:29:14 -0800 Subject: [PATCH 136/254] swarm at 2024-02-10 22:29:13 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 7304ff1e..2474bbd4 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -__________________ \ No newline at end of file +___________________ \ No newline at end of file From 0486a18747a3423cd8c0b0fa0e8d8212a38ef920 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:29:25 -0800 Subject: [PATCH 137/254] swarm at 2024-02-10 22:29:25 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 2474bbd4..75aef456 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -___________________ \ No newline at end of file +____________________ \ No newline at end of file From 9e787a8ebc9c299cfb0746113ad1de4fb59394f8 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:29:36 -0800 Subject: [PATCH 138/254] swarm at 2024-02-10 22:29:36 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 75aef456..c8669fb0 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -____________________ \ No newline at end of file +_____________________ \ No newline at end of file From f901ba6f8f8eda6c1f39bce52109655496b2b3fb Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:29:47 -0800 Subject: [PATCH 139/254] swarm at 2024-02-10 22:29:47 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index c8669fb0..dd2d3ab5 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_____________________ \ No newline at end of file +______________________ \ No newline at end of file From dc5bf4ade73cf53c24de2bc644c05e0f9aad2b5a Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:29:52 -0800 Subject: [PATCH 140/254] swarm at 2024-02-10 22:29:52 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index dd2d3ab5..3b757a24 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -______________________ \ No newline at end of file +_______________________ \ No newline at end of file From f05c2cd2640a7d179c75c979fdfe423e8796245c Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:29:59 -0800 Subject: [PATCH 141/254] swarm at 2024-02-10 22:29:59 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 3b757a24..7d90664e 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_______________________ \ No newline at end of file +________________________ \ No newline at end of file From e5444c2479c94b1cd3197b67431d5a589b8df37e Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:30:05 -0800 Subject: [PATCH 142/254] swarm at 2024-02-10 22:30:05 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 7d90664e..a8d7c729 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -________________________ \ No newline at end of file +_________________________ \ No newline at end of file From 496fdef15e1e929599c2ae0855d00d85feb429b6 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:30:11 -0800 Subject: [PATCH 143/254] swarm at 2024-02-10 22:30:11 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index a8d7c729..ea1c61a0 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_________________________ \ No newline at end of file +__________________________ \ No newline at end of file From 41f8093e37f8c223d757a7476c7fa1f70319aad5 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:30:18 -0800 Subject: [PATCH 144/254] swarm at 2024-02-10 22:30:17 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index ea1c61a0..c124bf79 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -__________________________ \ No newline at end of file +___________________________ \ No newline at end of file From f84adb33fd94d2461eb199f2b8d0163d6d838d4a Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:30:24 -0800 Subject: [PATCH 145/254] swarm at 2024-02-10 22:30:24 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index c124bf79..5acb6e68 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -___________________________ \ No newline at end of file +____________________________ \ No newline at end of file From 182fada2c9a874fe069c67a895568fb3fba50d49 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:30:30 -0800 Subject: [PATCH 146/254] swarm at 2024-02-10 22:30:30 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 5acb6e68..45410d3a 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -____________________________ \ No newline at end of file +_____________________________ \ No newline at end of file From 27dcea8caba9eb2572265f25c3519eacc595bffc Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:30:36 -0800 Subject: [PATCH 147/254] swarm at 2024-02-10 22:30:36 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 45410d3a..b7586667 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_____________________________ \ No newline at end of file +______________________________ \ No newline at end of file From cd8f27e8773c1524f4983c204286c85791df4c8d Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:30:42 -0800 Subject: [PATCH 148/254] swarm at 2024-02-10 22:30:42 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index b7586667..27315dd4 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -______________________________ \ No newline at end of file +_______________________________ \ No newline at end of file From cb72a1104fdda80e2817b8e415ff39b838886095 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:30:48 -0800 Subject: [PATCH 149/254] swarm at 2024-02-10 22:30:48 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 27315dd4..84d68996 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_______________________________ \ No newline at end of file +________________________________ \ No newline at end of file From 857497ed9e7e259c294336c353b5a40fe1bb019d Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:30:54 -0800 Subject: [PATCH 150/254] swarm at 2024-02-10 22:30:54 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 84d68996..caf552f7 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -________________________________ \ No newline at end of file +_________________________________ \ No newline at end of file From adefeeaea16ef95e537493169d5391806dc9ac73 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:31:00 -0800 Subject: [PATCH 151/254] swarm at 2024-02-10 22:31:00 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index caf552f7..b6e14fa0 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_________________________________ \ No newline at end of file +__________________________________ \ No newline at end of file From 2606b5bc96d1f27d3549586d084b95bbe90eac09 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:31:06 -0800 Subject: [PATCH 152/254] swarm at 2024-02-10 22:31:06 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index b6e14fa0..67fe53df 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -__________________________________ \ No newline at end of file +___________________________________ \ No newline at end of file From f08bd2743e2a65346dc32816e1d4f83d2c93d845 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:31:12 -0800 Subject: [PATCH 153/254] swarm at 2024-02-10 22:31:12 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 67fe53df..6f8e0884 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -___________________________________ \ No newline at end of file +____________________________________ \ No newline at end of file From ad3f283b40905b3b62079941215d734a99ff80ff Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:31:18 -0800 Subject: [PATCH 154/254] swarm at 2024-02-10 22:31:18 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 6f8e0884..fbadc4b0 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -____________________________________ \ No newline at end of file +_____________________________________ \ No newline at end of file From d7fd3082cb0c2fa1588e41a979c7a4c13e78b8b0 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:31:24 -0800 Subject: [PATCH 155/254] swarm at 2024-02-10 22:31:24 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index fbadc4b0..336b0a7c 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_____________________________________ \ No newline at end of file +______________________________________ \ No newline at end of file From 07f5d7179eda068dc6b5a934feb894bc96d923f4 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:31:30 -0800 Subject: [PATCH 156/254] swarm at 2024-02-10 22:31:30 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 336b0a7c..eb6e72c5 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -______________________________________ \ No newline at end of file +_______________________________________ \ No newline at end of file From ae3cab494769f29276dac08cb780cc23ec90495b Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:31:36 -0800 Subject: [PATCH 157/254] swarm at 2024-02-10 22:31:36 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index eb6e72c5..332bf83e 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_______________________________________ \ No newline at end of file +________________________________________ \ No newline at end of file From baeac78c256a8d9893e0c62c3ebddcfd0a99c1a3 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:31:42 -0800 Subject: [PATCH 158/254] swarm at 2024-02-10 22:31:42 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 332bf83e..7d1c4faa 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -________________________________________ \ No newline at end of file +_________________________________________ \ No newline at end of file From 2b40f3c6c907196ef391122e79c6d71dde53d6d1 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:31:48 -0800 Subject: [PATCH 159/254] swarm at 2024-02-10 22:31:48 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 7d1c4faa..9a5c8669 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_________________________________________ \ No newline at end of file +__________________________________________ \ No newline at end of file From 4e21c8542766051911a2e8fc753bc0d2e3e56c42 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:31:55 -0800 Subject: [PATCH 160/254] swarm at 2024-02-10 22:31:55 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 9a5c8669..1713c0b0 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -__________________________________________ \ No newline at end of file +___________________________________________ \ No newline at end of file From 8006b004cd563858fa4580461f7cea2d24ccb00a Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:32:01 -0800 Subject: [PATCH 161/254] swarm at 2024-02-10 22:32:01 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 1713c0b0..a2755241 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -___________________________________________ \ No newline at end of file +____________________________________________ \ No newline at end of file From 435bcdca44573de9c999d9468e831a34e5afd814 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:32:07 -0800 Subject: [PATCH 162/254] swarm at 2024-02-10 22:32:07 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index a2755241..b16feb67 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -____________________________________________ \ No newline at end of file +_____________________________________________ \ No newline at end of file From c6c28a1ca1748165be4ffce70fa6e5141c5730c2 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:32:13 -0800 Subject: [PATCH 163/254] swarm at 2024-02-10 22:32:13 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index b16feb67..654d3d1a 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_____________________________________________ \ No newline at end of file +______________________________________________ \ No newline at end of file From 81b80ee22ce1010503a692e3f0a6375d046318bd Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:32:19 -0800 Subject: [PATCH 164/254] swarm at 2024-02-10 22:32:19 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 654d3d1a..6180deaa 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -______________________________________________ \ No newline at end of file +_______________________________________________ \ No newline at end of file From 3caf3249dee2a9a8907e921aace3555cdac96371 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:32:25 -0800 Subject: [PATCH 165/254] swarm at 2024-02-10 22:32:25 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 6180deaa..736895d1 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_______________________________________________ \ No newline at end of file +________________________________________________ \ No newline at end of file From 5d16460f2baf7ffd4388669508ffe8d5608aa1f7 Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:32:31 -0800 Subject: [PATCH 166/254] swarm at 2024-02-10 22:32:31 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 736895d1..112c0cfd 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -________________________________________________ \ No newline at end of file +_________________________________________________ \ No newline at end of file From 66b6d6447c92a8e3822e002c3e2a8bc601d6921f Mon Sep 17 00:00:00 2001 From: elder-plinius Date: Sat, 10 Feb 2024 22:32:37 -0800 Subject: [PATCH 167/254] swarm at 2024-02-10 22:32:37 --- example.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.py b/example.py index 112c0cfd..9a8d2d07 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,4 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -_________________________________________________ \ No newline at end of file +__________________________________________________ \ No newline at end of file From 0c50b7e1ebd343402b53f29922ede1cf9ad6c9ee Mon Sep 17 00:00:00 2001 From: pliny <133052465+elder-plinius@users.noreply.github.com> Date: Sat, 10 Feb 2024 22:33:15 -0800 Subject: [PATCH 168/254] Update example.py --- example.py | 1 - 1 file changed, 1 deletion(-) diff --git a/example.py b/example.py index 9a8d2d07..26e0ac86 100644 --- a/example.py +++ b/example.py @@ -32,4 +32,3 @@ agent = Agent( # Run the workflow on a task agent.run("Generate a 10,000 word blog on health and wellness.") -__________________________________________________ \ No newline at end of file From aa8bd44c6dc7a86db975d7a8065c09b501e8a5fe Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 21 Feb 2024 15:39:33 -0500 Subject: [PATCH 169/254] YAMLLint, yamlfmt, and auto-formatting --- .github/workflows/lint.yml | 15 +++++++++++++++ .yamlfmt | 4 ++++ .yamllint | 9 +++++++++ 3 files changed, 28 insertions(+) create mode 100644 .yamlfmt create mode 100644 .yamllint diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml index b38491c2..ff106ab4 100644 --- a/.github/workflows/lint.yml +++ b/.github/workflows/lint.yml @@ -4,7 +4,22 @@ name: Lint on: [push, pull_request] # yamllint disable-line rule:truthy jobs: + yaml-fmt: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + with: + repository: ${{ github.event.pull_request.head.repo.full_name }} + ref: ${{ github.event.pull_request.head.ref }} + - uses: actions/setup-go@v4 + - run: go install github.com/google/yamlfmt/cmd/yamlfmt@latest + - run: yamlfmt . + - uses: EndBug/add-and-commit@v9 + with: + message: "yamllint: auto-format" + default_author: github_actions yaml-lint: + needs: yaml-fmt runs-on: ubuntu-latest steps: - name: Check out source repository diff --git a/.yamlfmt b/.yamlfmt new file mode 100644 index 00000000..650063d6 --- /dev/null +++ b/.yamlfmt @@ -0,0 +1,4 @@ +formatter: + type: basic + include_document_start: true + max_line_length: 127 \ No newline at end of file diff --git a/.yamllint b/.yamllint new file mode 100644 index 00000000..092943ba --- /dev/null +++ b/.yamllint @@ -0,0 +1,9 @@ +--- +extends: default + +rules: + line-length: + max: 127 + truthy: + # GitHub Actions + check-keys: false \ No newline at end of file From 1aebbe07772b333f05ea8e2b4bb9ccf135683eaa Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 21 Feb 2024 15:45:56 -0500 Subject: [PATCH 170/254] It was worth a shot --- .github/workflows/lint.yml | 15 --------------- 1 file changed, 15 deletions(-) diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml index ff106ab4..b38491c2 100644 --- a/.github/workflows/lint.yml +++ b/.github/workflows/lint.yml @@ -4,22 +4,7 @@ name: Lint on: [push, pull_request] # yamllint disable-line rule:truthy jobs: - yaml-fmt: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - with: - repository: ${{ github.event.pull_request.head.repo.full_name }} - ref: ${{ github.event.pull_request.head.ref }} - - uses: actions/setup-go@v4 - - run: go install github.com/google/yamlfmt/cmd/yamlfmt@latest - - run: yamlfmt . - - uses: EndBug/add-and-commit@v9 - with: - message: "yamllint: auto-format" - default_author: github_actions yaml-lint: - needs: yaml-fmt runs-on: ubuntu-latest steps: - name: Check out source repository From faedd6b858f82b51003c1986aa4c72eb5ebdb70f Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 21 Feb 2024 15:46:17 -0500 Subject: [PATCH 171/254] YAMLfmt --- .github/FUNDING.yml | 1 - .github/action.yml | 60 +++-- .github/dependabot.yml | 2 - .github/labeler.yml | 2 - .github/workflows/RELEASE.yml | 12 +- .github/workflows/codacy.yml | 10 +- .github/workflows/codeql.yml | 66 +++--- .github/workflows/docs.yml | 4 +- .github/workflows/label.yml | 10 +- .github/workflows/lint.yml | 6 +- .github/workflows/pr_labeler.yml | 7 +- .github/workflows/pr_request_checks.yml | 12 +- .github/workflows/pull-request-links.yml | 5 +- .github/workflows/pylint.yml | 27 ++- .github/workflows/python-app.yml | 48 ++-- .github/workflows/python-package.yml | 49 ++-- .github/workflows/python-publish.yml | 8 +- .github/workflows/stale.yml | 21 +- .github/workflows/stale_isseue.yml | 68 +++--- .github/workflows/test.yml | 45 ++-- .github/workflows/test_pr.yml | 101 +++++---- .github/workflows/testing.yml | 7 +- .github/workflows/unit-test.yml | 47 ++-- .github/workflows/welcome.yml | 5 +- .pre-commit-config.yaml | 15 +- .readthedocs.yml | 8 +- mkdocs.yml | 275 ++++++++++++----------- 27 files changed, 423 insertions(+), 498 deletions(-) diff --git a/.github/FUNDING.yml b/.github/FUNDING.yml index e3733b98..17d44f5d 100644 --- a/.github/FUNDING.yml +++ b/.github/FUNDING.yml @@ -1,6 +1,5 @@ --- # These are supported funding model platforms - github: [kyegomez] # patreon: # Replace with a single Patreon username # open_collective: # Replace with a single Open Collective username diff --git a/.github/action.yml b/.github/action.yml index f2f9016c..9de56b99 100644 --- a/.github/action.yml +++ b/.github/action.yml @@ -1,37 +1,33 @@ +--- name: "Init Environment" description: "Initialize environment for tests" runs: using: "composite" steps: - - name: Checkout actions - uses: actions/checkout@v3 - - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v4 - with: - python-version: ${{ matrix.python-version }} - - - name: Install and configure Poetry - uses: snok/install-poetry@v1 - with: - virtualenvs-create: true - virtualenvs-in-project: true - installer-parallel: true - - - name: Load cached venv - id: cached-poetry-dependencies - uses: actions/cache@v3 - with: - path: .venv - key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }} - - - name: Install dependencies - if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' - run: poetry install --no-interaction --no-root --with test --with dev --all-extras - shell: bash - - - name: Activate venv - run: | - source .venv/bin/activate - echo PATH=$PATH >> $GITHUB_ENV - shell: bash \ No newline at end of file + - name: Checkout actions + uses: actions/checkout@v3 + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v4 + with: + python-version: ${{ matrix.python-version }} + - name: Install and configure Poetry + uses: snok/install-poetry@v1 + with: + virtualenvs-create: true + virtualenvs-in-project: true + installer-parallel: true + - name: Load cached venv + id: cached-poetry-dependencies + uses: actions/cache@v3 + with: + path: .venv + key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }} + - name: Install dependencies + if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' + run: poetry install --no-interaction --no-root --with test --with dev --all-extras + shell: bash + - name: Activate venv + run: | + source .venv/bin/activate + echo PATH=$PATH >> $GITHUB_ENV + shell: bash diff --git a/.github/dependabot.yml b/.github/dependabot.yml index b523994a..3b365943 100644 --- a/.github/dependabot.yml +++ b/.github/dependabot.yml @@ -1,13 +1,11 @@ --- # https://docs.github.com/en/code-security/supply-chain-security/keeping-your-dependencies-updated-automatically/configuration-options-for-dependency-updates - version: 2 updates: - package-ecosystem: "github-actions" directory: "/" schedule: interval: "weekly" - - package-ecosystem: "pip" directory: "/" schedule: diff --git a/.github/labeler.yml b/.github/labeler.yml index 1fb9d7ec..5b3c064a 100644 --- a/.github/labeler.yml +++ b/.github/labeler.yml @@ -4,10 +4,8 @@ # Add 'label1' to any changes within 'example' folder or any subfolders example_change: - example/** - # Add 'label2' to any file changes within 'example2' folder example2_change: example2/* - # Add label3 to any change to .txt files within the entire repository. # Quotation marks are required for the leading asterisk text_files: diff --git a/.github/workflows/RELEASE.yml b/.github/workflows/RELEASE.yml index b219bb77..c6150561 100644 --- a/.github/workflows/RELEASE.yml +++ b/.github/workflows/RELEASE.yml @@ -1,5 +1,5 @@ +--- name: release - on: pull_request: types: @@ -8,15 +8,13 @@ on: - master paths: - 'pyproject.toml' - env: POETRY_VERSION: "1.4.2" - jobs: if_release: if: | - ${{ github.event.pull_request.merged == true }} - && ${{ contains(github.event.pull_request.labels.*.name, 'release') }} + ${{ github.event.pull_request.merged == true }} + && ${{ contains(github.event.pull_request.labels.*.name, 'release') }} runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 @@ -45,5 +43,5 @@ jobs: - name: Publish to PyPI env: POETRY_PYPI_TOKEN_PYPI: ${{ secrets.PYPI_API_TOKEN }} - run: | - poetry publish \ No newline at end of file + run: |- + poetry publish diff --git a/.github/workflows/codacy.yml b/.github/workflows/codacy.yml index 5f58b11d..d8ac4716 100644 --- a/.github/workflows/codacy.yml +++ b/.github/workflows/codacy.yml @@ -1,3 +1,4 @@ +--- # This workflow uses actions that are not certified by GitHub. # They are provided by a third-party and are governed by # separate terms of service, privacy policy, and support @@ -12,19 +13,16 @@ # https://github.com/codacy/codacy-analysis-cli. name: Codacy Security Scan - on: push: - branches: [ "master" ] + branches: ["master"] pull_request: # The branches below must be a subset of the branches above - branches: [ "master" ] + branches: ["master"] schedule: - cron: '18 23 * * 4' - permissions: contents: read - jobs: codacy-security-scan: permissions: @@ -37,7 +35,6 @@ jobs: # Checkout the repository to the GitHub Actions runner - name: Checkout code uses: actions/checkout@v4 - # Execute Codacy Analysis CLI and generate a SARIF output with the security issues identified during the analysis - name: Run Codacy Analysis CLI uses: codacy/codacy-analysis-cli-action@33d455949345bddfdb845fba76b57b70cc83754b @@ -53,7 +50,6 @@ jobs: # Force 0 exit code to allow SARIF file generation # This will handover control about PR rejection to the GitHub side max-allowed-issues: 2147483647 - # Upload the SARIF file generated in the previous step - name: Upload SARIF results file uses: github/codeql-action/upload-sarif@v3 diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml index 56930314..62dbc66c 100644 --- a/.github/workflows/codeql.yml +++ b/.github/workflows/codeql.yml @@ -1,3 +1,4 @@ +--- # For most projects, this workflow file will not need changing; you simply need # to commit it to your repository. # @@ -10,16 +11,14 @@ # supported CodeQL languages. # name: "CodeQL" - on: push: - branches: [ "master" ] + branches: ["master"] pull_request: # The branches below must be a subset of the branches above - branches: [ "master" ] + branches: ["master"] schedule: - cron: '33 12 * * 5' - jobs: analyze: name: Analyze @@ -34,49 +33,42 @@ jobs: actions: read contents: read security-events: write - strategy: fail-fast: false matrix: - language: [ 'python' ] + language: ['python'] # CodeQL supports [ 'c-cpp', 'csharp', 'go', 'java-kotlin', 'javascript-typescript', 'python', 'ruby', 'swift' ] # Use only 'java-kotlin' to analyze code written in Java, Kotlin or both # Use only 'javascript-typescript' to analyze code written in JavaScript, TypeScript or both # Learn more about CodeQL language support at https://aka.ms/codeql-docs/language-support - steps: - - name: Checkout repository - uses: actions/checkout@v4 - - # Initializes the CodeQL tools for scanning. - - name: Initialize CodeQL - uses: github/codeql-action/init@v3 - with: - languages: ${{ matrix.language }} - # If you wish to specify custom queries, you can do so here or in a config file. - # By default, queries listed here will override any specified in a config file. - # Prefix the list here with "+" to use these queries and those in the config file. - + - name: Checkout repository + uses: actions/checkout@v4 + # Initializes the CodeQL tools for scanning. + - name: Initialize CodeQL + uses: github/codeql-action/init@v3 + with: + languages: ${{ matrix.language }} + # If you wish to specify custom queries, you can do so here or in a config file. + # By default, queries listed here will override any specified in a config file. + # Prefix the list here with "+" to use these queries and those in the config file. + # Autobuild attempts to build any compiled languages (C/C++, C#, Go, Java, or Swift). + # If this step fails, then you should remove it and run the build manually (see below) + - name: Autobuild # For more details on CodeQL's query packs, refer to: https://docs.github.com/en/code-security/code-scanning/automatically-scanning-your-code-for-vulnerabilities-and-errors/configuring-code-scanning#using-queries-in-ql-packs # queries: security-extended,security-and-quality + uses: github/codeql-action/autobuild@v3 + # ℹ️ Command-line programs to run using the OS shell. + # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun - # Autobuild attempts to build any compiled languages (C/C++, C#, Go, Java, or Swift). - # If this step fails, then you should remove it and run the build manually (see below) - - name: Autobuild - uses: github/codeql-action/autobuild@v3 - - # ℹ️ Command-line programs to run using the OS shell. - # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun - - # If the Autobuild fails above, remove it and uncomment the following three lines. - # modify them (or add more) to build your code if your project, please refer to the EXAMPLE below for guidance. - - # - run: | - # echo "Run, Build Application using script" - # ./location_of_script_within_repo/buildscript.sh + # If the Autobuild fails above, remove it and uncomment the following three lines. + # modify them (or add more) to build your code if your project, please refer to the EXAMPLE below for guidance. - - name: Perform CodeQL Analysis - uses: github/codeql-action/analyze@v3 - with: - category: "/language:${{matrix.language}}" + # - run: | + # echo "Run, Build Application using script" + # ./location_of_script_within_repo/buildscript.sh + - name: Perform CodeQL Analysis + uses: github/codeql-action/analyze@v3 + with: + category: "/language:${{matrix.language}}" diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml index 0b830b9f..b4b08dc4 100644 --- a/.github/workflows/docs.yml +++ b/.github/workflows/docs.yml @@ -1,5 +1,5 @@ +--- name: Docs WorkAgent - on: push: branches: @@ -17,4 +17,4 @@ jobs: - run: pip install mkdocs-material - run: pip install mkdocs-glightbox - run: pip install "mkdocstrings[python]" - - run: mkdocs gh-deploy --force \ No newline at end of file + - run: mkdocs gh-deploy --force diff --git a/.github/workflows/label.yml b/.github/workflows/label.yml index d23c4d40..d8ab919c 100644 --- a/.github/workflows/label.yml +++ b/.github/workflows/label.yml @@ -1,3 +1,4 @@ +--- # This workflow will triage pull requests and apply a label based on the # paths that are modified in the pull request. # @@ -7,16 +8,13 @@ name: Labeler on: [pull_request_target] - jobs: label: - runs-on: ubuntu-latest permissions: contents: read pull-requests: write - steps: - - uses: actions/labeler@v5 - with: - repo-token: "${{ secrets.GITHUB_TOKEN }}" + - uses: actions/labeler@v5 + with: + repo-token: "${{ secrets.GITHUB_TOKEN }}" diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml index b38491c2..5f2613bd 100644 --- a/.github/workflows/lint.yml +++ b/.github/workflows/lint.yml @@ -1,8 +1,6 @@ - +--- name: Lint - -on: [push, pull_request] # yamllint disable-line rule:truthy - +on: [push, pull_request] # yamllint disable-line rule:truthy jobs: yaml-lint: runs-on: ubuntu-latest diff --git a/.github/workflows/pr_labeler.yml b/.github/workflows/pr_labeler.yml index 7745d717..43182dd3 100644 --- a/.github/workflows/pr_labeler.yml +++ b/.github/workflows/pr_labeler.yml @@ -1,9 +1,8 @@ +--- name: "PR Labeler" - on: pull_request_target: types: ["opened", "reopened", "ready_for_review"] - jobs: triage: permissions: @@ -11,5 +10,5 @@ jobs: pull-requests: write runs-on: ubuntu-latest steps: - - uses: actions/labeler@v5 - if: ${{ github.event.pull_request.draft == false }} \ No newline at end of file + - uses: actions/labeler@v5 + if: ${{ github.event.pull_request.draft == false }} diff --git a/.github/workflows/pr_request_checks.yml b/.github/workflows/pr_request_checks.yml index cfc01afb..83b3203d 100644 --- a/.github/workflows/pr_request_checks.yml +++ b/.github/workflows/pr_request_checks.yml @@ -1,29 +1,21 @@ +--- name: Pull Request Checks - on: pull_request: branches: - master - jobs: test: runs-on: ubuntu-latest - steps: - name: Checkout code uses: actions/checkout@v4 - - name: Set up Python uses: actions/setup-python@v5 with: python-version: 3.x - - name: Install dependencies - run: | - pip install -r requirements.txt - pip install swarms - pip install pytest - + run: "pip install -r requirements.txt\npip install swarms\npip install pytest \n" - name: Run tests and checks run: | pytest diff --git a/.github/workflows/pull-request-links.yml b/.github/workflows/pull-request-links.yml index 4cb674d8..b801a86d 100644 --- a/.github/workflows/pull-request-links.yml +++ b/.github/workflows/pull-request-links.yml @@ -1,3 +1,4 @@ +--- name: readthedocs/actions on: pull_request_target: @@ -5,14 +6,12 @@ on: - opened paths: - "docs/**" - permissions: pull-requests: write - jobs: pull-request-links: runs-on: ubuntu-latest steps: - uses: readthedocs/actions/preview@v1 with: - project-slug: swarms \ No newline at end of file + project-slug: swarms diff --git a/.github/workflows/pylint.yml b/.github/workflows/pylint.yml index d3f42fb1..59eea4f2 100644 --- a/.github/workflows/pylint.yml +++ b/.github/workflows/pylint.yml @@ -1,7 +1,6 @@ +--- name: Pylint - on: [push] - jobs: build: runs-on: ubuntu-latest @@ -9,15 +8,15 @@ jobs: matrix: python-version: ["3.8", "3.9", "3.10"] steps: - - uses: actions/checkout@v4 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v5 - with: - python-version: ${{ matrix.python-version }} - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install pylint - - name: Analysing the code with pylint - run: | - pylint $(git ls-files '*.py') + - uses: actions/checkout@v4 + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v5 + with: + python-version: ${{ matrix.python-version }} + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install pylint + - name: Analysing the code with pylint + run: | + pylint $(git ls-files '*.py') diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml index adc0c5ef..f6aef90b 100644 --- a/.github/workflows/python-app.yml +++ b/.github/workflows/python-app.yml @@ -1,39 +1,35 @@ +--- # This workflow will install Python dependencies, run tests and lint with a single version of Python # For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python name: Python application - on: push: - branches: [ "master" ] + branches: ["master"] pull_request: - branches: [ "master" ] - + branches: ["master"] permissions: contents: read - jobs: build: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - name: Set up Python 3.10 - uses: actions/setup-python@v5 - with: - python-version: "3.10" - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install flake8 pytest swarms - if [ -f requirements.txt ]; then pip install -r requirements.txt; fi - - name: Lint with flake8 - run: | - # stop the build if there are Python syntax errors or undefined names - flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics - # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide - flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics - - name: Test with pytest - run: | - pytest + - uses: actions/checkout@v4 + - name: Set up Python 3.10 + uses: actions/setup-python@v5 + with: + python-version: "3.10" + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install flake8 pytest swarms + if [ -f requirements.txt ]; then pip install -r requirements.txt; fi + - name: Lint with flake8 + run: | + # stop the build if there are Python syntax errors or undefined names + flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics + # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide + flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics + - name: Test with pytest + run: | + pytest diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml index 31cdfb93..943e996a 100644 --- a/.github/workflows/python-package.yml +++ b/.github/workflows/python-package.yml @@ -1,41 +1,38 @@ +--- # This workflow will install Python dependencies, run tests and lint with a variety of Python versions # For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python name: Python package - on: push: - branches: [ "master" ] + branches: ["master"] pull_request: - branches: [ "master" ] - + branches: ["master"] jobs: build: - runs-on: ubuntu-latest strategy: fail-fast: false matrix: python-version: ["3.7", "3.9", "3.10", "3.11"] - steps: - - uses: actions/checkout@v4 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v5 - with: - python-version: ${{ matrix.python-version }} - - name: Install dependencies - run: | - python -m pip install --upgrade pip - python -m pip install --upgrade swarms - python -m pip install flake8 pytest swarms - if [ -f requirements.txt ]; then pip install -r requirements.txt; fi - - name: Lint with flake8 - run: | - # stop the build if there are Python syntax errors or undefined names - flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics - # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide - flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics - - name: Test with pytest - run: | - pytest \ No newline at end of file + - uses: actions/checkout@v4 + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v5 + with: + python-version: ${{ matrix.python-version }} + - name: Install dependencies + run: | + python -m pip install --upgrade pip + python -m pip install --upgrade swarms + python -m pip install flake8 pytest swarms + if [ -f requirements.txt ]; then pip install -r requirements.txt; fi + - name: Lint with flake8 + run: | + # stop the build if there are Python syntax errors or undefined names + flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics + # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide + flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics + - name: Test with pytest + run: |- + pytest diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml index 889774f0..f2847ed7 100644 --- a/.github/workflows/python-publish.yml +++ b/.github/workflows/python-publish.yml @@ -1,17 +1,13 @@ +--- name: Upload Python Package - -on: # yamllint disable-line rule:truthy +on: # yamllint disable-line rule:truthy release: types: [published] - permissions: contents: read - jobs: deploy: - runs-on: ubuntu-latest - steps: - uses: actions/checkout@v4 - name: Set up Python diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml index 3aa6410b..a44aa349 100644 --- a/.github/workflows/stale.yml +++ b/.github/workflows/stale.yml @@ -1,27 +1,24 @@ +--- # This workflow warns and then closes issues and PRs that have had no activity for a specified amount of time. # # You can adjust the behavior by modifying this file. # For more information, see: # https://github.com/actions/stale name: Mark stale issues and pull requests - on: schedule: - - cron: '26 12 * * *' - + - cron: '26 12 * * *' jobs: stale: - runs-on: ubuntu-latest permissions: issues: write pull-requests: write - steps: - - uses: actions/stale@v9 - with: - repo-token: ${{ secrets.GITHUB_TOKEN }} - stale-issue-message: 'Stale issue message' - stale-pr-message: 'Stale pull request message' - stale-issue-label: 'no-issue-activity' - stale-pr-label: 'no-pr-activity' \ No newline at end of file + - uses: actions/stale@v9 + with: + repo-token: ${{ secrets.GITHUB_TOKEN }} + stale-issue-message: 'Stale issue message' + stale-pr-message: 'Stale pull request message' + stale-issue-label: 'no-issue-activity' + stale-pr-label: 'no-pr-activity' diff --git a/.github/workflows/stale_isseue.yml b/.github/workflows/stale_isseue.yml index c5fe2648..1caabe04 100644 --- a/.github/workflows/stale_isseue.yml +++ b/.github/workflows/stale_isseue.yml @@ -1,49 +1,49 @@ +--- # This workflow warns and then closes issues and PRs that have had no activity for a specified amount of time. # # You can adjust the behavior by modifying this file. # For more information, see: # https://github.com/actions/stale name: Mark stale issues and pull requests - on: schedule: - # Scheduled to run at 1.30 UTC everyday - - cron: '30 1 * * *' - + # Scheduled to run at 1.30 UTC everyday + - cron: '30 1 * * *' jobs: stale: - runs-on: ubuntu-latest permissions: issues: write pull-requests: write - steps: - - uses: actions/stale@v9 - with: - repo-token: ${{ secrets.GITHUB_TOKEN }} - days-before-issue-stale: 14 - days-before-issue-close: 14 - stale-issue-label: "status:stale" - close-issue-reason: not_planned - any-of-labels: "status:awaiting user response,status:more data needed" - stale-issue-message: > - Marking this issue as stale since it has been open for 14 days with no activity. - This issue will be closed if no further activity occurs. - close-issue-message: > - This issue was closed because it has been inactive for 28 days. - Please post a new issue if you need further assistance. Thanks! - days-before-pr-stale: 14 - days-before-pr-close: 14 - stale-pr-label: "status:stale" - stale-pr-message: > - Marking this pull request as stale since it has been open for 14 days with no activity. - This PR will be closed if no further activity occurs. - close-pr-message: > - This pull request was closed because it has been inactive for 28 days. - Please open a new pull request if you need further assistance. Thanks! - # Label that can be assigned to issues to exclude them from being marked as stale - exempt-issue-labels: 'override-stale' - # Label that can be assigned to PRs to exclude them from being marked as stale - exempt-pr-labels: "override-stale" - \ No newline at end of file + - uses: actions/stale@v9 + with: + repo-token: ${{ secrets.GITHUB_TOKEN }} + days-before-issue-stale: 14 + days-before-issue-close: 14 + stale-issue-label: "status:stale" + close-issue-reason: not_planned + any-of-labels: "status:awaiting user response,status:more data needed" + stale-issue-message: > + Marking this issue as stale since it has been open for 14 days with no activity. This issue will be closed if no further + activity occurs. + + close-issue-message: > + This issue was closed because it has been inactive for 28 days. Please post a new issue if you need further assistance. + Thanks! + + days-before-pr-stale: 14 + days-before-pr-close: 14 + stale-pr-label: "status:stale" + stale-pr-message: > + Marking this pull request as stale since it has been open for 14 days with no activity. This PR will be closed if no + further activity occurs. + + close-pr-message: > + This pull request was closed because it has been inactive for 28 days. Please open a new pull request if you need further + assistance. Thanks! + + # Label that can be assigned to issues to exclude them from being marked as stale + exempt-issue-labels: 'override-stale' + # Label that can be assigned to PRs to exclude them from being marked as stale + exempt-pr-labels: "override-stale" diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index baaadfc8..31ff17fc 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -1,14 +1,12 @@ +--- name: test - on: push: branches: [master] pull_request: workflow_dispatch: - env: POETRY_VERSION: "1.4.2" - jobs: test: runs-on: ubuntu-latest @@ -30,14 +28,9 @@ jobs: python-version: ${{ matrix.python-version }} poetry-version: "1.4.2" cache-key: ${{ matrix.test_type }} - install-command: - if [ "${{ matrix.test_type }}" == "core" ]; then - echo "Running core tests, installing dependencies with poetry..." - poetry install - else - echo "Running extended tests, installing dependencies with poetry..." - poetry install -E extended_testing - fi + install-command: if [ "${{ matrix.test_type }}" == "core" ]; then echo "Running core tests, installing dependencies with + poetry..." poetry install else echo "Running extended tests, installing dependencies with poetry..." poetry install -E + extended_testing fi - name: Run ${{matrix.test_type}} tests run: | if [ "${{ matrix.test_type }}" == "core" ]; then @@ -56,13 +49,13 @@ jobs: poetry-version: "1.4.2" cache-key: ${{ matrix.test_type }} install-command: | - if [ "${{ matrix.test_type }}" == "core" ]; then - echo "Running core tests, installing dependencies with poetry..." - poetry install - else - echo "Running extended tests, installing dependencies with poetry..." - poetry install -E extended_testing - fi + if [ "${{ matrix.test_type }}" == "core" ]; then + echo "Running core tests, installing dependencies with poetry..." + poetry install + else + echo "Running extended tests, installing dependencies with poetry..." + poetry install -E extended_testing + fi - name: Run ${{matrix.test_type}} tests run: | if [ "${{ matrix.test_type }}" == "core" ]; then @@ -93,13 +86,13 @@ jobs: poetry-version: "1.4.2" cache-key: ${{ matrix.test_type }} install-command: | - if [ "${{ matrix.test_type }}" == "core" ]; then - echo "Running core tests, installing dependencies with poetry..." - poetry install - else - echo "Running extended tests, installing dependencies with poetry..." - poetry install -E extended_testing - fi + if [ "${{ matrix.test_type }}" == "core" ]; then + echo "Running core tests, installing dependencies with poetry..." + poetry install + else + echo "Running extended tests, installing dependencies with poetry..." + poetry install -E extended_testing + fi - name: Run ${{matrix.test_type}} tests run: | if [ "${{ matrix.test_type }}" == "core" ]; then @@ -107,4 +100,4 @@ jobs: else make extended_tests fi - shell: bash \ No newline at end of file + shell: bash diff --git a/.github/workflows/test_pr.yml b/.github/workflows/test_pr.yml index 8da3bd0a..1f982dff 100644 --- a/.github/workflows/test_pr.yml +++ b/.github/workflows/test_pr.yml @@ -1,81 +1,80 @@ +--- # Notebook-related checks name: Presubmit checks - on: # Relevant PRs pull_request: paths: - - "swarms/**" - - "tests/**" + - "swarms/**" + - "tests/**" # Allow manual runs workflow_dispatch: - jobs: test3_11: name: Test Py3.11 runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 - - uses: actions/setup-python@v5 - with: - python-version: '3.11' - - name: Run tests - run: | - python --version - pip install .[dev] - python -m pytest + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: + python-version: '3.11' + - name: Run tests + run: | + python --version + pip install .[dev] + python -m pytest test3_10: name: Test Py3.10 runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 - - uses: actions/setup-python@v5 - with: - python-version: '3.10' - - name: Run tests - run: | - python --version - pip install -q .[dev] - python -m pytest + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: + python-version: '3.10' + - name: Run tests + run: | + python --version + pip install -q .[dev] + python -m pytest test3_9: name: Test Py3.9 runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 - - uses: actions/setup-python@v5 - with: - python-version: '3.9' - - name: Run tests - run: | - python --version - pip install .[dev] - python -m pytest + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: + python-version: '3.9' + - name: Run tests + run: | + python --version + pip install .[dev] + python -m pytest pytype3_10: name: pytype 3.10 runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 - - uses: actions/setup-python@v5 - with: - python-version: '3.10' - - name: Run pytype - run: | - python --version - pip install .[dev] - pip install -q gspread ipython - pytype + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: + python-version: '3.10' + - name: Run pytype + run: | + python --version + pip install .[dev] + pip install -q gspread ipython + pytype format: name: Check format with black runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 - - uses: actions/setup-python@v5 - with: - python-version: '3.11' - - name: Check format - run: | - python --version - pip install -q . - pip install -q black - black . --check + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: + python-version: '3.11' + - name: Check format + run: | + python --version + pip install -q . + pip install -q black + black . --check diff --git a/.github/workflows/testing.yml b/.github/workflows/testing.yml index c858b5fe..554798ef 100644 --- a/.github/workflows/testing.yml +++ b/.github/workflows/testing.yml @@ -1,27 +1,22 @@ +--- name: Unit Tests - on: push: branches: - master - jobs: test: runs-on: ubuntu-latest - steps: - name: Checkout code uses: actions/checkout@v4 - - name: Set up Python uses: actions/setup-python@v5 with: python-version: "3.10" - - name: Install dependencies run: | pip install -r requirements.txt pip install pytest - - name: Run unit tests run: pytest diff --git a/.github/workflows/unit-test.yml b/.github/workflows/unit-test.yml index a858dae4..0aa7aeba 100644 --- a/.github/workflows/unit-test.yml +++ b/.github/workflows/unit-test.yml @@ -1,36 +1,27 @@ +--- name: build - on: push: - branches: [ main ] + branches: [main] pull_request: - branches: [ main ] - + branches: [main] jobs: - build: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - - name: Setup Python - uses: actions/setup-python@v5 - with: - python-version: '3.9' - - - name: Install dependencies - run: | - pip install -r requirements.txt - pip install pytest - pip install swarms - - - name: Run Python unit tests - run: pytest - - - name: Verify that the Docker image for the action builds - run: docker build . --file Dockerfile - - - name: Verify integration test results - run: pytest + - uses: actions/checkout@v4 + - name: Setup Python + uses: actions/setup-python@v5 + with: + python-version: '3.9' + - name: Install dependencies + run: | + pip install -r requirements.txt + pip install pytest + pip install swarms + - name: Run Python unit tests + run: pytest + - name: Verify that the Docker image for the action builds + run: docker build . --file Dockerfile + - name: Verify integration test results + run: pytest diff --git a/.github/workflows/welcome.yml b/.github/workflows/welcome.yml index 3dcd5bb1..617830ab 100644 --- a/.github/workflows/welcome.yml +++ b/.github/workflows/welcome.yml @@ -1,11 +1,10 @@ +--- name: Welcome WorkAgent - on: issues: types: [opened] pull_request_target: types: [opened] - jobs: build: name: 👋 Welcome @@ -16,4 +15,4 @@ jobs: with: repo-token: ${{ secrets.GITHUB_TOKEN }} issue-message: "Hello there, thank you for opening an Issue ! 🙏🏻 The team was notified and they will get back to you asap." - pr-message: "Hello there, thank you for opening an PR ! 🙏🏻 The team was notified and they will get back to you asap." \ No newline at end of file + pr-message: "Hello there, thank you for opening an PR ! 🙏🏻 The team was notified and they will get back to you asap." diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 0c936705..4db17393 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,18 +1,19 @@ +--- repos: - repo: https://github.com/ambv/black rev: 22.3.0 hooks: - - id: black + - id: black - repo: https://github.com/charliermarsh/ruff-pre-commit rev: 'v0.0.255' hooks: - id: ruff - args: [----unsafe-fixes] + args: ['----unsafe-fixes'] - repo: https://github.com/nbQA-dev/nbQA rev: 1.6.3 hooks: - - id: nbqa-black - additional_dependencies: [ipython==8.12, black] - - id: nbqa-ruff - args: ["--ignore=I001"] - additional_dependencies: [ipython==8.12, ruff] \ No newline at end of file + - id: nbqa-black + additional_dependencies: [ipython==8.12, black] + - id: nbqa-ruff + args: ["--ignore=I001"] + additional_dependencies: [ipython==8.12, ruff] diff --git a/.readthedocs.yml b/.readthedocs.yml index e3e74fad..26919b99 100644 --- a/.readthedocs.yml +++ b/.readthedocs.yml @@ -1,13 +1,11 @@ +--- version: 2 - build: os: ubuntu-22.04 tools: python: "3.11" - mkdocs: configuration: mkdocs.yml - python: - install: - - requirements: requirements.txt + install: + - requirements: requirements.txt diff --git a/mkdocs.yml b/mkdocs.yml index 2f654a98..62fbca90 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -1,3 +1,4 @@ +--- site_name: Swarms Docs plugins: - glightbox @@ -16,15 +17,15 @@ extra: - icon: fontawesome/brands/python link: https://pypi.org/project/Swarms/ theme: - name: material - custom_dir: docs/overrides - logo: assets/img/SwarmsLogoIcon.png - palette: - # Palette toggle for light mode + name: material + custom_dir: docs/overrides + logo: assets/img/SwarmsLogoIcon.png + palette: + # Palette toggle for light mode - scheme: default primary: black toggle: - icon: material/brightness-7 + icon: material/brightness-7 name: Switch to dark mode # Palette toggle for dark mode - scheme: slate @@ -32,14 +33,14 @@ theme: toggle: icon: material/brightness-4 name: Switch to light mode - features: - - content.code.copy - - content.code.annotate - - navigation.tabs - - navigation.sections - - navigation.expand - - navigation.top - - announce.dismiss + features: + - content.code.copy + - content.code.annotate + - navigation.tabs + - navigation.sections + - navigation.expand + - navigation.top + - announce.dismiss markdown_extensions: - pymdownx.highlight: anchor_linenums: true @@ -55,126 +56,126 @@ markdown_extensions: - def_list - footnotes nav: -- Home: - - Overview: "index.md" - - Contributing: "contributing.md" -- Swarms: - - Overview: "swarms/index.md" - - swarms.agents: - - Agents: - - WorkerAgent: "swarms/agents/workeragent.md" - - OmniAgent: "swarms/agents/omni_agent.md" - - AbstractAgent: "swarms/agents/abstractagent.md" - - ToolAgent: "swarms/agents/toolagent.md" - - swarms.models: - - Language: - - BaseLLM: "swarms/models/base_llm.md" - - Overview: "swarms/models/index.md" - - HuggingFaceLLM: "swarms/models/huggingface.md" - - Anthropic: "swarms/models/anthropic.md" - - OpenAI: "swarms/models/openai.md" - - Zephyr: "swarms/models/zephyr.md" - - BioGPT: "swarms/models/biogpt.md" - - vLLM: "swarms/models/vllm.md" - - MPT7B: "swarms/models/mpt.md" - - Mistral: "swarms/models/mistral.md" - - Mixtral: "swarms/models/mixtral.md" - - MultiModal: - - BaseMultiModalModel: "swarms/models/base_multimodal_model.md" - - Fuyu: "swarms/models/fuyu.md" - - Vilt: "swarms/models/vilt.md" - - Idefics: "swarms/models/idefics.md" - - BingChat: "swarms/models/bingchat.md" - - Kosmos: "swarms/models/kosmos.md" - - Nougat: "swarms/models/nougat.md" - - Dalle3: "swarms/models/dalle3.md" - - GPT4V: "swarms/models/gpt4v.md" - - LayoutLMDocumentQA: "swarms/models/layoutlm_document_qa.md" - - DistilWhisperModel: "swarms/models/distilled_whisperx.md" - - ElevenLabsText2SpeechTool: "swarms/models/elevenlabs.md" - - OpenAITTS: "swarms/models/openai_tts.md" - - Gemini: "swarms/models/gemini.md" - - ZeroscopeTTV: "swarms/models/zeroscope.md" - - swarms.structs: - - Foundational Structures: - - agent: "swarms/structs/agent.md" - - basestructure: "swarms/structs/basestructure.md" - - artifactupload: "swarms/structs/artifactupload.md" - - taskinput: "swarms/structs/taskinput.md" - - stepinput: "swarms/structs/stepinput.md" - - artifact: "swarms/structs/artifact.md" - - task: "swarms/structs/task.md" - - Task Queue Base: "swarms/structs/taskqueuebase.md" - - Workflows: - - recursiveworkflow: "swarms/structs/recursiveworkflow.md" - - concurrentworkflow: "swarms/structs/concurrentworkflow.md" - - nonlinearworkflow: "swarms/structs/nonlinearworkflow.md" - - sequential_workflow: "swarms/structs/sequential_workflow.md" - - workflow: "swarms/structs/workflow.md" - - baseworkflow: "swarms/structs/baseworkflow.md" - - Multi Agent Architectures: - - conversation: "swarms/structs/conversation.md" - - groupchat: "swarms/structs/groupchat.md" - - swarmnetwork: "swarms/structs/swarmnetwork.md" - - groupchatmanager: "swarms/structs/groupchatmanager.md" - - MajorityVoting: "swarms/structs/majorityvoting.md" - - swarms.tokenizers: - - Language: - - Tokenizer: "swarms/tokenizers/tokenizer.md" - - CohereTokenizer: "swarms/tokenizers/coheretokenizer.md" - - BaseTokenizer: "swarms/tokenizers/basetokenizer.md" - - HuggingfaceTokenizer: "swarms/tokenizers/huggingfacetokenizer.md" - - SentencepieceTokenizer: "swarms/tokenizers/sentencepiecetokenizer.md" - - AnthropicTokenizer: "swarms/tokenizers/anthropictokenizer.md" - - OpenaiTokenizer: "swarms/tokenizers/openaitokenizer.md" - - swarms.memory: - - Vector Databases: - - Weaviate: "swarms/memory/weaviate.md" - - PineconeDB: "swarms/memory/pinecone.md" - - PGVectorStore: "swarms/memory/pg.md" - - ShortTermMemory: "swarms/memory/short_term_memory.md" - - swarms.utils: - - Misc: - - pdf_to_text: "swarms/utils/pdf_to_text.md" - - load_model_torch: "swarms/utils/load_model_torch.md" - - metrics_decorator: "swarms/utils/metrics_decorator.md" - - prep_torch_inference: "swarms/utils/prep_torch_inference.md" - - find_image_path: "swarms/utils/find_image_path.md" - - print_class_parameters: "swarms/utils/print_class_parameters.md" - - extract_code_from_markdown: "swarms/utils/extract_code_from_markdown.md" - - check_device: "swarms/utils/check_device.md" - - display_markdown_message: "swarms/utils/display_markdown_message.md" - - phoenix_tracer: "swarms/utils/phoenix_tracer.md" - - limit_tokens_from_string: "swarms/utils/limit_tokens_from_string.md" - - math_eval: "swarms/utils/math_eval.md" -- Guides: - - Overview: "examples/index.md" - - Agents: - - Agent: "examples/flow.md" - - OmniAgent: "examples/omni_agent.md" - - Swarms: - - SequentialWorkflow: "examples/reliable_autonomous_agents.md" - - 2O+ Autonomous Agent Blogs: "examples/ideas.md" -- Applications: - - CustomerSupport: - - Overview: "applications/customer_support.md" - - Marketing: - - Overview: "applications/marketing_agencies.md" -- Corporate: - - FAQ: "corporate/faq.md" - - Purpose: "corporate/purpose.md" - - Roadmap: "corporate/roadmap.md" - - Weaknesses: "corporate/failures.md" - - Design: "corporate/design.md" - - Flywheel: "corporate/flywheel.md" - - Bounties: "corporate/bounties.md" - - Metric: "corporate/metric.md" - - Distribution: "corporate/distribution" - - Research: "corporate/research.md" - - Demos: "corporate/demos.md" - - Architecture: "corporate/architecture.md" - - Checklist: "corporate/checklist.md" - - Hiring: "corporate/hiring.md" - - SwarmCloud: "corporate/swarm_cloud.md" - - SwarmMemo: "corporate/swarm_memo.md" - - Data Room: "corporate/data_room.md" + - Home: + - Overview: "index.md" + - Contributing: "contributing.md" + - Swarms: + - Overview: "swarms/index.md" + - swarms.agents: + - Agents: + - WorkerAgent: "swarms/agents/workeragent.md" + - OmniAgent: "swarms/agents/omni_agent.md" + - AbstractAgent: "swarms/agents/abstractagent.md" + - ToolAgent: "swarms/agents/toolagent.md" + - swarms.models: + - Language: + - BaseLLM: "swarms/models/base_llm.md" + - Overview: "swarms/models/index.md" + - HuggingFaceLLM: "swarms/models/huggingface.md" + - Anthropic: "swarms/models/anthropic.md" + - OpenAI: "swarms/models/openai.md" + - Zephyr: "swarms/models/zephyr.md" + - BioGPT: "swarms/models/biogpt.md" + - vLLM: "swarms/models/vllm.md" + - MPT7B: "swarms/models/mpt.md" + - Mistral: "swarms/models/mistral.md" + - Mixtral: "swarms/models/mixtral.md" + - MultiModal: + - BaseMultiModalModel: "swarms/models/base_multimodal_model.md" + - Fuyu: "swarms/models/fuyu.md" + - Vilt: "swarms/models/vilt.md" + - Idefics: "swarms/models/idefics.md" + - BingChat: "swarms/models/bingchat.md" + - Kosmos: "swarms/models/kosmos.md" + - Nougat: "swarms/models/nougat.md" + - Dalle3: "swarms/models/dalle3.md" + - GPT4V: "swarms/models/gpt4v.md" + - LayoutLMDocumentQA: "swarms/models/layoutlm_document_qa.md" + - DistilWhisperModel: "swarms/models/distilled_whisperx.md" + - ElevenLabsText2SpeechTool: "swarms/models/elevenlabs.md" + - OpenAITTS: "swarms/models/openai_tts.md" + - Gemini: "swarms/models/gemini.md" + - ZeroscopeTTV: "swarms/models/zeroscope.md" + - swarms.structs: + - Foundational Structures: + - agent: "swarms/structs/agent.md" + - basestructure: "swarms/structs/basestructure.md" + - artifactupload: "swarms/structs/artifactupload.md" + - taskinput: "swarms/structs/taskinput.md" + - stepinput: "swarms/structs/stepinput.md" + - artifact: "swarms/structs/artifact.md" + - task: "swarms/structs/task.md" + - Task Queue Base: "swarms/structs/taskqueuebase.md" + - Workflows: + - recursiveworkflow: "swarms/structs/recursiveworkflow.md" + - concurrentworkflow: "swarms/structs/concurrentworkflow.md" + - nonlinearworkflow: "swarms/structs/nonlinearworkflow.md" + - sequential_workflow: "swarms/structs/sequential_workflow.md" + - workflow: "swarms/structs/workflow.md" + - baseworkflow: "swarms/structs/baseworkflow.md" + - Multi Agent Architectures: + - conversation: "swarms/structs/conversation.md" + - groupchat: "swarms/structs/groupchat.md" + - swarmnetwork: "swarms/structs/swarmnetwork.md" + - groupchatmanager: "swarms/structs/groupchatmanager.md" + - MajorityVoting: "swarms/structs/majorityvoting.md" + - swarms.tokenizers: + - Language: + - Tokenizer: "swarms/tokenizers/tokenizer.md" + - CohereTokenizer: "swarms/tokenizers/coheretokenizer.md" + - BaseTokenizer: "swarms/tokenizers/basetokenizer.md" + - HuggingfaceTokenizer: "swarms/tokenizers/huggingfacetokenizer.md" + - SentencepieceTokenizer: "swarms/tokenizers/sentencepiecetokenizer.md" + - AnthropicTokenizer: "swarms/tokenizers/anthropictokenizer.md" + - OpenaiTokenizer: "swarms/tokenizers/openaitokenizer.md" + - swarms.memory: + - Vector Databases: + - Weaviate: "swarms/memory/weaviate.md" + - PineconeDB: "swarms/memory/pinecone.md" + - PGVectorStore: "swarms/memory/pg.md" + - ShortTermMemory: "swarms/memory/short_term_memory.md" + - swarms.utils: + - Misc: + - pdf_to_text: "swarms/utils/pdf_to_text.md" + - load_model_torch: "swarms/utils/load_model_torch.md" + - metrics_decorator: "swarms/utils/metrics_decorator.md" + - prep_torch_inference: "swarms/utils/prep_torch_inference.md" + - find_image_path: "swarms/utils/find_image_path.md" + - print_class_parameters: "swarms/utils/print_class_parameters.md" + - extract_code_from_markdown: "swarms/utils/extract_code_from_markdown.md" + - check_device: "swarms/utils/check_device.md" + - display_markdown_message: "swarms/utils/display_markdown_message.md" + - phoenix_tracer: "swarms/utils/phoenix_tracer.md" + - limit_tokens_from_string: "swarms/utils/limit_tokens_from_string.md" + - math_eval: "swarms/utils/math_eval.md" + - Guides: + - Overview: "examples/index.md" + - Agents: + - Agent: "examples/flow.md" + - OmniAgent: "examples/omni_agent.md" + - Swarms: + - SequentialWorkflow: "examples/reliable_autonomous_agents.md" + - 2O+ Autonomous Agent Blogs: "examples/ideas.md" + - Applications: + - CustomerSupport: + - Overview: "applications/customer_support.md" + - Marketing: + - Overview: "applications/marketing_agencies.md" + - Corporate: + - FAQ: "corporate/faq.md" + - Purpose: "corporate/purpose.md" + - Roadmap: "corporate/roadmap.md" + - Weaknesses: "corporate/failures.md" + - Design: "corporate/design.md" + - Flywheel: "corporate/flywheel.md" + - Bounties: "corporate/bounties.md" + - Metric: "corporate/metric.md" + - Distribution: "corporate/distribution" + - Research: "corporate/research.md" + - Demos: "corporate/demos.md" + - Architecture: "corporate/architecture.md" + - Checklist: "corporate/checklist.md" + - Hiring: "corporate/hiring.md" + - SwarmCloud: "corporate/swarm_cloud.md" + - SwarmMemo: "corporate/swarm_memo.md" + - Data Room: "corporate/data_room.md" From 0ede706e3e22a1b79832a03424cff134681828eb Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 21 Feb 2024 15:49:48 -0500 Subject: [PATCH 172/254] Finish formatting --- .github/workflows/codacy.yml | 12 +++++++---- .github/workflows/codeql.yml | 3 ++- .github/workflows/lint.yml | 2 +- .github/workflows/python-publish.yml | 2 +- .github/workflows/stale_isseue.yml | 15 +++++++------- .github/workflows/test.yml | 31 +++------------------------- .github/workflows/welcome.yml | 8 +++++-- .yamllint | 2 +- 8 files changed, 30 insertions(+), 45 deletions(-) diff --git a/.github/workflows/codacy.yml b/.github/workflows/codacy.yml index d8ac4716..5bd76f4c 100644 --- a/.github/workflows/codacy.yml +++ b/.github/workflows/codacy.yml @@ -26,9 +26,12 @@ permissions: jobs: codacy-security-scan: permissions: - contents: read # for actions/checkout to fetch code - security-events: write # for github/codeql-action/upload-sarif to upload SARIF results - actions: read # only required for a private repository by github/codeql-action/upload-sarif to get the Action run status + # for actions/checkout to fetch code + contents: read + # for github/codeql-action/upload-sarif to upload SARIF results + security-events: write + # only required for a private repository by github/codeql-action/upload-sarif to get the Action run status + actions: read name: Codacy Security Scan runs-on: ubuntu-latest steps: @@ -39,7 +42,8 @@ jobs: - name: Run Codacy Analysis CLI uses: codacy/codacy-analysis-cli-action@33d455949345bddfdb845fba76b57b70cc83754b with: - # Check https://github.com/codacy/codacy-analysis-cli#project-token to get your project token from your Codacy repository + # Check https://github.com/codacy/codacy-analysis-cli#project-token + # to get your project token from your Codacy repository # You can also omit the token and run the tools that support default configurations project-token: ${{ secrets.CODACY_PROJECT_TOKEN }} verbose: true diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml index 62dbc66c..73e48835 100644 --- a/.github/workflows/codeql.yml +++ b/.github/workflows/codeql.yml @@ -55,7 +55,8 @@ jobs: # Autobuild attempts to build any compiled languages (C/C++, C#, Go, Java, or Swift). # If this step fails, then you should remove it and run the build manually (see below) - name: Autobuild - # For more details on CodeQL's query packs, refer to: https://docs.github.com/en/code-security/code-scanning/automatically-scanning-your-code-for-vulnerabilities-and-errors/configuring-code-scanning#using-queries-in-ql-packs + # For more details on CodeQL's query packs, refer to: + # https://docs.github.com/en/code-security/code-scanning/automatically-scanning-your-code-for-vulnerabilities-and-errors/configuring-code-scanning#using-queries-in-ql-packs # queries: security-extended,security-and-quality uses: github/codeql-action/autobuild@v3 diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml index 5f2613bd..06d57c82 100644 --- a/.github/workflows/lint.yml +++ b/.github/workflows/lint.yml @@ -1,6 +1,6 @@ --- name: Lint -on: [push, pull_request] # yamllint disable-line rule:truthy +on: [push, pull_request] jobs: yaml-lint: runs-on: ubuntu-latest diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml index f2847ed7..429829f1 100644 --- a/.github/workflows/python-publish.yml +++ b/.github/workflows/python-publish.yml @@ -1,6 +1,6 @@ --- name: Upload Python Package -on: # yamllint disable-line rule:truthy +on: release: types: [published] permissions: diff --git a/.github/workflows/stale_isseue.yml b/.github/workflows/stale_isseue.yml index 1caabe04..6e5fc11c 100644 --- a/.github/workflows/stale_isseue.yml +++ b/.github/workflows/stale_isseue.yml @@ -25,23 +25,24 @@ jobs: close-issue-reason: not_planned any-of-labels: "status:awaiting user response,status:more data needed" stale-issue-message: > - Marking this issue as stale since it has been open for 14 days with no activity. This issue will be closed if no further - activity occurs. + Marking this issue as stale since it has been open for 14 days with no activity. + This issue will be closed if no further activity occurs. close-issue-message: > - This issue was closed because it has been inactive for 28 days. Please post a new issue if you need further assistance. + This issue was closed because it has been inactive for 28 days. + Please post a new issue if you need further assistance. Thanks! days-before-pr-stale: 14 days-before-pr-close: 14 stale-pr-label: "status:stale" stale-pr-message: > - Marking this pull request as stale since it has been open for 14 days with no activity. This PR will be closed if no - further activity occurs. + Marking this pull request as stale since it has been open for 14 days with no activity. + This PR will be closed if no further activity occurs. close-pr-message: > - This pull request was closed because it has been inactive for 28 days. Please open a new pull request if you need further - assistance. Thanks! + This pull request was closed because it has been inactive for 28 days. + Please open a new pull request if you need furtherassistance. Thanks! # Label that can be assigned to issues to exclude them from being marked as stale exempt-issue-labels: 'override-stale' diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 31ff17fc..cbce8f88 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -28,34 +28,9 @@ jobs: python-version: ${{ matrix.python-version }} poetry-version: "1.4.2" cache-key: ${{ matrix.test_type }} - install-command: if [ "${{ matrix.test_type }}" == "core" ]; then echo "Running core tests, installing dependencies with - poetry..." poetry install else echo "Running extended tests, installing dependencies with poetry..." poetry install -E - extended_testing fi - - name: Run ${{matrix.test_type}} tests - run: | - if [ "${{ matrix.test_type }}" == "core" ]; then - make test - else - make extended_tests - fi - shell: bash - name: Python ${{ matrix.python-version }} ${{ matrix.test_type }} - steps: - - uses: actions/checkout@v4 - - name: Set up Python ${{ matrix.python-version }} - uses: "./.github/actions/poetry_setup" - with: - python-version: ${{ matrix.python-version }} - poetry-version: "1.4.2" - cache-key: ${{ matrix.test_type }} - install-command: | - if [ "${{ matrix.test_type }}" == "core" ]; then - echo "Running core tests, installing dependencies with poetry..." - poetry install - else - echo "Running extended tests, installing dependencies with poetry..." - poetry install -E extended_testing - fi + install-command: if [ "${{ matrix.test_type }}" == "core" ]; then echo "Running core tests, installing + dependencies with poetry..." poetry install else echo "Running extended tests, installing dependencies + with poetry..." poetry install -E extended_testing fi - name: Run ${{matrix.test_type}} tests run: | if [ "${{ matrix.test_type }}" == "core" ]; then diff --git a/.github/workflows/welcome.yml b/.github/workflows/welcome.yml index 617830ab..094943d0 100644 --- a/.github/workflows/welcome.yml +++ b/.github/workflows/welcome.yml @@ -14,5 +14,9 @@ jobs: - uses: actions/first-interaction@v1.3.0 with: repo-token: ${{ secrets.GITHUB_TOKEN }} - issue-message: "Hello there, thank you for opening an Issue ! 🙏🏻 The team was notified and they will get back to you asap." - pr-message: "Hello there, thank you for opening an PR ! 🙏🏻 The team was notified and they will get back to you asap." + issue-message: > + Hello there, thank you for opening an Issue ! 🙏🏻 + The team was notified and they will get back to you asap. + pr-message: > + Hello there, thank you for opening an PR ! 🙏🏻 + The team was notified and they will get back to you asap. diff --git a/.yamllint b/.yamllint index 092943ba..237e7d23 100644 --- a/.yamllint +++ b/.yamllint @@ -6,4 +6,4 @@ rules: max: 127 truthy: # GitHub Actions - check-keys: false \ No newline at end of file + check-keys: false From 34452e636c2baf6a24cfcd70802b77b98343558a Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 21 Feb 2024 15:54:36 -0500 Subject: [PATCH 173/254] Fix tests --- .github/workflows/test.yml | 64 +++++--------------------------------- 1 file changed, 8 insertions(+), 56 deletions(-) diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index cbce8f88..d4386bc2 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -5,8 +5,6 @@ on: branches: [master] pull_request: workflow_dispatch: -env: - POETRY_VERSION: "1.4.2" jobs: test: runs-on: ubuntu-latest @@ -17,62 +15,16 @@ jobs: - "3.9" - "3.10" - "3.11" - test_type: - - "core" - - "extended" steps: - uses: actions/checkout@v4 - name: Set up Python ${{ matrix.python-version }} - uses: "snok/install-poetry@v1" + id: setup-python + uses: actions/setup-python@v4 with: python-version: ${{ matrix.python-version }} - poetry-version: "1.4.2" - cache-key: ${{ matrix.test_type }} - install-command: if [ "${{ matrix.test_type }}" == "core" ]; then echo "Running core tests, installing - dependencies with poetry..." poetry install else echo "Running extended tests, installing dependencies - with poetry..." poetry install -E extended_testing fi - - name: Run ${{matrix.test_type}} tests - run: | - if [ "${{ matrix.test_type }}" == "core" ]; then - make test - else - make extended_tests - fi - shell: bash - build: - runs-on: ubuntu-latest - strategy: - matrix: - python-version: - - "3.8" - - "3.9" - - "3.10" - - "3.11" - test_type: - - "core" - - "extended" - name: Python ${{ matrix.python-version }} ${{ matrix.test_type }} - steps: - - uses: actions/checkout@v4 - - name: Set up Python ${{ matrix.python-version }} - uses: "./.github/actions/poetry_setup" - with: - python-version: ${{ matrix.python-version }} - poetry-version: "1.4.2" - cache-key: ${{ matrix.test_type }} - install-command: | - if [ "${{ matrix.test_type }}" == "core" ]; then - echo "Running core tests, installing dependencies with poetry..." - poetry install - else - echo "Running extended tests, installing dependencies with poetry..." - poetry install -E extended_testing - fi - - name: Run ${{matrix.test_type}} tests - run: | - if [ "${{ matrix.test_type }}" == "core" ]; then - make test - else - make extended_tests - fi - shell: bash + - name: Set up Poetry + uses: "snok/install-poetry@v1" + - name: Install dependencies + run: poetry install --no-root --no-interaction + - name: Run tests + run: pytest tests/ \ No newline at end of file From 104d00b7e4056130da50a4184ef9bab9d342f2fb Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 21 Feb 2024 15:59:51 -0500 Subject: [PATCH 174/254] No labels yet --- .github/workflows/label.yml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/.github/workflows/label.yml b/.github/workflows/label.yml index d8ab919c..8df27f57 100644 --- a/.github/workflows/label.yml +++ b/.github/workflows/label.yml @@ -14,7 +14,7 @@ jobs: permissions: contents: read pull-requests: write - steps: - - uses: actions/labeler@v5 - with: - repo-token: "${{ secrets.GITHUB_TOKEN }}" + # steps: + # - uses: actions/labeler@v5 + # with: + # repo-token: "${{ secrets.GITHUB_TOKEN }}" From 2fa43cd495494a4339a30905fcc6085740d97bc9 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 21 Feb 2024 16:00:15 -0500 Subject: [PATCH 175/254] Fix yaml formatting --- .github/workflows/test.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index d4386bc2..1b5c1cb6 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -27,4 +27,4 @@ jobs: - name: Install dependencies run: poetry install --no-root --no-interaction - name: Run tests - run: pytest tests/ \ No newline at end of file + run: pytest tests/ From 83c46ef30627fb9bbcc84d592cd49da8ee988e9c Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 21 Feb 2024 16:01:05 -0500 Subject: [PATCH 176/254] This works --- .github/workflows/test.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 1b5c1cb6..091a574e 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -27,4 +27,4 @@ jobs: - name: Install dependencies run: poetry install --no-root --no-interaction - name: Run tests - run: pytest tests/ + run: pytest From a96d79c75b056311cca9a4641fa1e00dd8a4f203 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 21 Feb 2024 16:01:41 -0500 Subject: [PATCH 177/254] this is the same as test.yml --- .github/workflows/pr_request_checks.yml | 22 ---------------------- 1 file changed, 22 deletions(-) delete mode 100644 .github/workflows/pr_request_checks.yml diff --git a/.github/workflows/pr_request_checks.yml b/.github/workflows/pr_request_checks.yml deleted file mode 100644 index 83b3203d..00000000 --- a/.github/workflows/pr_request_checks.yml +++ /dev/null @@ -1,22 +0,0 @@ ---- -name: Pull Request Checks -on: - pull_request: - branches: - - master -jobs: - test: - runs-on: ubuntu-latest - steps: - - name: Checkout code - uses: actions/checkout@v4 - - name: Set up Python - uses: actions/setup-python@v5 - with: - python-version: 3.x - - name: Install dependencies - run: "pip install -r requirements.txt\npip install swarms\npip install pytest \n" - - name: Run tests and checks - run: | - pytest - pylint swarms From b02a693f3102c19a7797a18aaf567ece6f4d7b30 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 21 Feb 2024 16:13:53 -0500 Subject: [PATCH 178/254] Re-add labeler and add some labels --- .github/labeler.yml | 78 +++++++++++++++++++++++++++++++------ .github/workflows/label.yml | 9 +++-- 2 files changed, 72 insertions(+), 15 deletions(-) diff --git a/.github/labeler.yml b/.github/labeler.yml index 5b3c064a..7c4589ca 100644 --- a/.github/labeler.yml +++ b/.github/labeler.yml @@ -1,12 +1,68 @@ --- -# this is a config file for the github action labeler - -# Add 'label1' to any changes within 'example' folder or any subfolders -example_change: - - example/** -# Add 'label2' to any file changes within 'example2' folder -example2_change: example2/* -# Add label3 to any change to .txt files within the entire repository. -# Quotation marks are required for the leading asterisk -text_files: - - '**/*.txt' +documentation: +- changed-files: + - any-glob-to-any-file: ['docs/**', "*.md"] + +tests: +- changed-files: + - any-glob-to-any-file: 'tests/**' + +agents: +- changed-files: + - any-glob-to-any-file: 'swarms/agents/**' + +artifacts: +- changed-files: + - any-glob-to-any-file: 'swarms/artifacts/**' + +chunkers: +- changed-files: + - any-glob-to-any-file: 'swarms/chunkers/**' + +cli: +- changed-files: + - any-glob-to-any-file: 'swarms/cli/**' + +loaders: +- changed-files: + - any-glob-to-any-file: 'swarms/loaders/**' + +memory: +- changed-files: + - any-glob-to-any-file: 'swarms/memory/**' + +models: +- changed-files: + - any-glob-to-any-file: 'swarms/models/**' + +prompts: +- changed-files: + - any-glob-to-any-file: 'swarms/prompts/**' + +structs: +- changed-files: + - any-glob-to-any-file: 'swarms/structs/**' + +telemetry: +- changed-files: + - any-glob-to-any-file: 'swarms/telemetry/**' + +tokenizers: +- changed-files: + - any-glob-to-any-file: 'swarms/tokenizers/**' + +tools: +- changed-files: + - any-glob-to-any-file: 'swarms/tools/**' + +utils: +- changed-files: + - any-glob-to-any-file: 'swarms/utils/**' + +workers: +- changed-files: + - any-glob-to-any-file: 'swarms/workers/**' + +rust: +- changed-files: + - any-glob-to-any-file: '**/*.rs' diff --git a/.github/workflows/label.yml b/.github/workflows/label.yml index 8df27f57..9918f1b7 100644 --- a/.github/workflows/label.yml +++ b/.github/workflows/label.yml @@ -14,7 +14,8 @@ jobs: permissions: contents: read pull-requests: write - # steps: - # - uses: actions/labeler@v5 - # with: - # repo-token: "${{ secrets.GITHUB_TOKEN }}" + steps: + - uses: actions/labeler@v5 + with: + repo-token: "${{ secrets.GITHUB_TOKEN }}" + sync-labels: true \ No newline at end of file From 6b9216216855e134bf81e6c9f68933a007b82cac Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 21 Feb 2024 16:15:31 -0500 Subject: [PATCH 179/254] Use checkout just for now --- .github/workflows/label.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.github/workflows/label.yml b/.github/workflows/label.yml index 9918f1b7..2aa3e04f 100644 --- a/.github/workflows/label.yml +++ b/.github/workflows/label.yml @@ -15,6 +15,8 @@ jobs: contents: read pull-requests: write steps: + # Use checkout just for now until this is merged + - uses: actions/checkout@v4 - uses: actions/labeler@v5 with: repo-token: "${{ secrets.GITHUB_TOKEN }}" From db43acbf7db79df02768cbc907d9ed548057a440 Mon Sep 17 00:00:00 2001 From: Kye Date: Sun, 25 Feb 2024 00:22:26 -0800 Subject: [PATCH 180/254] [PLAYGROUND][Cleanup] --- .../multion_agent.py => multion_agent.py | 19 ++++++------- playground/diy/hierchical_example.py | 28 ------------------- playground/memory/chroma_usage_example.py | 18 ++++++++---- ...ow_example.py => agent_basic_customize.py} | 0 ...gterm.py => agent_with_longterm_memory.py} | 2 +- playground/structs/chat_example.py | 11 -------- playground/structs/company_example.py | 1 - .../structs/dialogue_simulator_example.py | 3 +- playground/structs/easy_example.py | 19 +++++++++---- playground/structs/godmode_example.py | 2 +- playground/structs/orchestrator_example.py | 19 ------------- playground/structs/social_app_example.py | 19 ------------- .../structs/stackoverflow_swarm_example.py | 0 playground/structs/swarms_example.py | 16 ----------- playground/structs/todo_app_example.py | 19 ------------- playground/structs/tool_utils_example.py | 19 ------------- playground/structs/workflow_example.py | 7 ----- playground/tools/agent_with_tools_example.py | 24 ++++++++-------- .../tools/tool_prompt_scaper_example.py | 22 --------------- playground/workflow_example_example.py | 10 ------- swarms/agents/multion_agent.py | 16 ++++++----- 21 files changed, 58 insertions(+), 216 deletions(-) rename playground/agents/multion_agent.py => multion_agent.py (63%) delete mode 100644 playground/diy/hierchical_example.py rename playground/structs/{flow_example.py => agent_basic_customize.py} (100%) rename playground/structs/{agent_with_longterm.py => agent_with_longterm_memory.py} (97%) delete mode 100644 playground/structs/chat_example.py delete mode 100644 playground/structs/orchestrator_example.py delete mode 100644 playground/structs/social_app_example.py delete mode 100644 playground/structs/stackoverflow_swarm_example.py delete mode 100644 playground/structs/swarms_example.py delete mode 100644 playground/structs/todo_app_example.py delete mode 100644 playground/structs/tool_utils_example.py delete mode 100644 playground/structs/workflow_example.py delete mode 100644 playground/tools/tool_prompt_scaper_example.py delete mode 100644 playground/workflow_example_example.py diff --git a/playground/agents/multion_agent.py b/multion_agent.py similarity index 63% rename from playground/agents/multion_agent.py rename to multion_agent.py index a6f2ce24..6830e973 100644 --- a/playground/agents/multion_agent.py +++ b/multion_agent.py @@ -1,10 +1,9 @@ from swarms.agents.multion_agent import MultiOnAgent import timeit from swarms import Agent, ConcurrentWorkflow, Task -from swarms.utils.loguru_logger import logger # model -model = MultiOnAgent(multion_api_key="") +model = MultiOnAgent(multion_api_key="535ae401948b4c59bc1b2c61eec90fe6") # out = model.run("search for a recipe") agent = Agent( @@ -15,27 +14,26 @@ agent = Agent( system_prompt=None, ) -logger.info("[Agent][ID][MultiOnAgent][Initialized][Successfully") +# logger.info("[Agent][ID][MultiOnAgent][Initialized][Successfully") # Task task = Task( agent=agent, description=( - "send an email to vyom on superhuman for a partnership with" - " multion" + "Download https://www.coachcamel.com/" ), ) # Swarm -logger.info( - f"Running concurrent workflow with task: {task.description}" -) +# logger.info( +# f"Running concurrent workflow with task: {task.description}" +# ) # Measure execution time start_time = timeit.default_timer() workflow = ConcurrentWorkflow( - max_workers=1, + max_workers=20, autosave=True, print_results=True, return_results=True, @@ -47,4 +45,5 @@ workflow.run() # Calculate execution time execution_time = timeit.default_timer() - start_time -logger.info(f"Execution time: {execution_time} seconds") +# logger.info(f"Execution time: {execution_time} seconds") +print(f"Execution time: {execution_time} seconds") \ No newline at end of file diff --git a/playground/diy/hierchical_example.py b/playground/diy/hierchical_example.py deleted file mode 100644 index 73b58f45..00000000 --- a/playground/diy/hierchical_example.py +++ /dev/null @@ -1,28 +0,0 @@ -from swarms import HierarchicalSwarm - -swarm = HierarchicalSwarm( - openai_api_key="key", - model_type="openai", - model_id="gpt-4", - use_vectorstore=False, - use_async=False, - human_in_the_loop=False, - logging_enabled=False, -) - -# run the swarm with an objective -result = swarm.run("Design a new car") - -# or huggingface -swarm = HierarchicalSwarm( - model_type="huggingface", - model_id="tiaueu/falcon", - use_vectorstore=True, - embedding_size=768, - use_async=False, - human_in_the_loop=True, - logging_enabled=False, -) - -# Run the swarm with a particular objective -result = swarm.run("Write a sci-fi short story") diff --git a/playground/memory/chroma_usage_example.py b/playground/memory/chroma_usage_example.py index c17efa3a..d00822b0 100644 --- a/playground/memory/chroma_usage_example.py +++ b/playground/memory/chroma_usage_example.py @@ -1,11 +1,17 @@ -from swarms.memory import chroma +from swarms.memory import ChromaDB -chromadbcl = chroma.ChromaClient() -chromadbcl.add_vectors( - ["This is a document", "BONSAIIIIIII", "the walking dead"] +# Initialize the memory +chroma = ChromaDB( + metric="cosine", + limit_tokens=1000, + verbose=True, ) -results = chromadbcl.search_vectors("zombie", limit=1) +# Add text +text = "This is a test" +chroma.add(text) + +# Search for similar text +similar_text = chroma.query(text) -print(results) diff --git a/playground/structs/flow_example.py b/playground/structs/agent_basic_customize.py similarity index 100% rename from playground/structs/flow_example.py rename to playground/structs/agent_basic_customize.py diff --git a/playground/structs/agent_with_longterm.py b/playground/structs/agent_with_longterm_memory.py similarity index 97% rename from playground/structs/agent_with_longterm.py rename to playground/structs/agent_with_longterm_memory.py index 588d6546..2dcc30ac 100644 --- a/playground/structs/agent_with_longterm.py +++ b/playground/structs/agent_with_longterm_memory.py @@ -14,7 +14,7 @@ api_key = os.environ.get("OPENAI_API_KEY") # Initilaize the chromadb client chromadb = ChromaDB( - metric="cosine", + metric="cosine",g output="results", ) diff --git a/playground/structs/chat_example.py b/playground/structs/chat_example.py deleted file mode 100644 index 08783068..00000000 --- a/playground/structs/chat_example.py +++ /dev/null @@ -1,11 +0,0 @@ -from swarms import Orchestrator, Worker - -# Instantiate the Orchestrator with 10 agents -orchestrator = Orchestrator( - Worker, agent_list=[Worker] * 10, task_queue=[] -) - -# Agent 1 sends a message to Agent 2 -orchestrator.chat( - sender_id=1, receiver_id=2, message="Hello, Agent 2!" -) diff --git a/playground/structs/company_example.py b/playground/structs/company_example.py index 72396c61..1f008e77 100644 --- a/playground/structs/company_example.py +++ b/playground/structs/company_example.py @@ -1,4 +1,3 @@ -# Example import os diff --git a/playground/structs/dialogue_simulator_example.py b/playground/structs/dialogue_simulator_example.py index 14c35b7e..b83e13ef 100644 --- a/playground/structs/dialogue_simulator_example.py +++ b/playground/structs/dialogue_simulator_example.py @@ -1,6 +1,5 @@ from swarms.models import OpenAIChat -from swarms.swarms import DialogueSimulator -from swarms.workers.worker import Worker +from swarms import DialogueSimulator, Worker llm = OpenAIChat( model_name="gpt-4", openai_api_key="api-key", temperature=0.5 diff --git a/playground/structs/easy_example.py b/playground/structs/easy_example.py index 2a537c10..bebdb11a 100644 --- a/playground/structs/easy_example.py +++ b/playground/structs/easy_example.py @@ -1,7 +1,14 @@ -from swarms import swarm +from swarms import Agent, OpenAIChat -# Use the function -api_key = "APIKEY" -objective = "What is the capital of the UK?" -result = swarm(api_key, objective) -print(result) # Prints: "The capital of the UK is London." +## Initialize the workflow +agent = Agent( + llm=OpenAIChat(), + max_loops=1, + autosave=True, + dashboard=False, + streaming_on=True, + verbose=True, +) + +# Run the workflow on a task +agent("Find a chick fil a equivalent in hayes valley") diff --git a/playground/structs/godmode_example.py b/playground/structs/godmode_example.py index 46f71393..5d3cef83 100644 --- a/playground/structs/godmode_example.py +++ b/playground/structs/godmode_example.py @@ -3,7 +3,7 @@ import os from dotenv import load_dotenv from swarms.models import Anthropic, Gemini, Mixtral, OpenAIChat -from swarms.swarms import ModelParallelizer +from swarms import ModelParallelizer load_dotenv() diff --git a/playground/structs/orchestrator_example.py b/playground/structs/orchestrator_example.py deleted file mode 100644 index 6b91b74f..00000000 --- a/playground/structs/orchestrator_example.py +++ /dev/null @@ -1,19 +0,0 @@ -from swarms import Orchestrator, Worker - -node = Worker( - openai_api_key="", - ai_name="Optimus Prime", -) - - -# Instantiate the Orchestrator with 10 agents -orchestrator = Orchestrator( - node, agent_list=[node] * 10, task_queue=[] -) - -# Agent 7 sends a message to Agent 9 -orchestrator.chat( - sender_id=7, - receiver_id=9, - message="Can you help me with this task?", -) diff --git a/playground/structs/social_app_example.py b/playground/structs/social_app_example.py deleted file mode 100644 index 8bf90bf5..00000000 --- a/playground/structs/social_app_example.py +++ /dev/null @@ -1,19 +0,0 @@ -from ..swarms import HierarchicalSwarm - -# Retrieve your API key from the environment or replace with your actual key -api_key = "sksdsds" - -# Initialize HierarchicalSwarm with your API key -swarm = HierarchicalSwarm(openai_api_key=api_key) - -# Define an objective -objective = """ -Please develop and serve a simple community web service. -People can signup, login, post, comment. -Post and comment should be visible at once. -I want it to have neumorphism-style. -The ports you can use are 4500 and 6500. -""" - -# Run HierarchicalSwarm -swarm.run(objective) diff --git a/playground/structs/stackoverflow_swarm_example.py b/playground/structs/stackoverflow_swarm_example.py deleted file mode 100644 index e69de29b..00000000 diff --git a/playground/structs/swarms_example.py b/playground/structs/swarms_example.py deleted file mode 100644 index 9f015807..00000000 --- a/playground/structs/swarms_example.py +++ /dev/null @@ -1,16 +0,0 @@ -from swarms import HierarchicalSwarm - -# Retrieve your API key from the environment or replace with your actual key -api_key = "" - -# Initialize HierarchicalSwarm with your API key -swarm = HierarchicalSwarm(api_key) - -# Define an objective -objective = ( - "Find 20 potential customers for a HierarchicalSwarm based AI" - " Agent automation infrastructure" -) - -# Run HierarchicalSwarm -swarm.run(objective) diff --git a/playground/structs/todo_app_example.py b/playground/structs/todo_app_example.py deleted file mode 100644 index 981bf499..00000000 --- a/playground/structs/todo_app_example.py +++ /dev/null @@ -1,19 +0,0 @@ -from swarms import HierarchicalSwarm - -# Retrieve your API key from the environment or replace with your actual key -api_key = "sksdsds" - -# Initialize HierarchicalSwarm with your API key -swarm = HierarchicalSwarm(openai_api_key=api_key) - -# Define an objective -objective = """ -Please develop and serve a simple web TODO app. -The user can list all TODO items and add or delete each TODO item. -I want it to have neumorphism-style. -The ports you can use are 4500 and 6500. - -""" - -# Run HierarchicalSwarm -swarm.run(objective) diff --git a/playground/structs/tool_utils_example.py b/playground/structs/tool_utils_example.py deleted file mode 100644 index ff7e17c2..00000000 --- a/playground/structs/tool_utils_example.py +++ /dev/null @@ -1,19 +0,0 @@ -from swarms.tools.tool import tool -from swarms.tools.tool_func_doc_scraper import scrape_tool_func_docs - - -@tool -def search_api(query: str) -> str: - """Search API - - Args: - query (str): _description_ - - Returns: - str: _description_ - """ - print(f"Searching API for {query}") - - -tool_docs = scrape_tool_func_docs(search_api) -print(tool_docs) diff --git a/playground/structs/workflow_example.py b/playground/structs/workflow_example.py deleted file mode 100644 index 0d9f18c4..00000000 --- a/playground/structs/workflow_example.py +++ /dev/null @@ -1,7 +0,0 @@ -from swarms.models import OpenAIChat -from swarms.structs.workflow import Workflow - -llm = OpenAIChat() - - -workflow = Workflow(llm) diff --git a/playground/tools/agent_with_tools_example.py b/playground/tools/agent_with_tools_example.py index 0d736a16..8ebcde69 100644 --- a/playground/tools/agent_with_tools_example.py +++ b/playground/tools/agent_with_tools_example.py @@ -2,8 +2,8 @@ import os from dotenv import load_dotenv -from swarms.models import OpenAIChat -from swarms.structs import Agent +from swarms import OpenAIChat, Agent +from swarms.tools.tool import tool load_dotenv() @@ -12,24 +12,24 @@ api_key = os.environ.get("OPENAI_API_KEY") llm = OpenAIChat(api_key=api_key) -# @tool -# def search_api(query: str) -> str: -# """Search API +@tool +def search_api(query: str) -> str: + """Search API -# Args: -# query (str): _description_ + Args: + query (str): _description_ -# Returns: -# str: _description_ -# """ -# print(f"Searching API for {query}") + Returns: + str: _description_ + """ + print(f"Searching API for {query}") ## Initialize the workflow agent = Agent( llm=llm, max_loops=5, - # tools=[search_api], + tools=[search_api], dashboard=True, ) diff --git a/playground/tools/tool_prompt_scaper_example.py b/playground/tools/tool_prompt_scaper_example.py deleted file mode 100644 index 2c0434d6..00000000 --- a/playground/tools/tool_prompt_scaper_example.py +++ /dev/null @@ -1,22 +0,0 @@ -from swarms.tools.tool import tool -from swarms.tools.tool_func_doc_scraper import scrape_tool_func_docs - -# Define a tool by decorating a function with the tool decorator and providing a docstring - - -@tool(return_direct=True) -def search_api(query: str): - """Search the web for the query - - Args: - query (str): _description_ - - Returns: - _type_: _description_ - """ - return f"Search results for {query}" - - -# Scrape the tool func docs to prepare for injection into the agent prompt -out = scrape_tool_func_docs(search_api) -print(out) diff --git a/playground/workflow_example_example.py b/playground/workflow_example_example.py deleted file mode 100644 index 78909dc7..00000000 --- a/playground/workflow_example_example.py +++ /dev/null @@ -1,10 +0,0 @@ -from swarms import Workflow -from swarms.models import ChatOpenAI - -workflow = Workflow(ChatOpenAI) - -workflow.add("What's the weather in miami") -workflow.add("Provide details for {{ parent_output }}") -workflow.add("Summarize the above information: {{ parent_output}}") - -workflow.run() diff --git a/swarms/agents/multion_agent.py b/swarms/agents/multion_agent.py index 760f3251..ecc36cb8 100644 --- a/swarms/agents/multion_agent.py +++ b/swarms/agents/multion_agent.py @@ -37,12 +37,7 @@ class MultiOnAgent(AbstractLLM): self.max_steps = max_steps self.starting_url = starting_url - self.multion = multion.login( - use_api=True, - multion_api_key=str(multion_api_key), - *args, - **kwargs, - ) + def run(self, task: str, *args, **kwargs): """ @@ -56,7 +51,14 @@ class MultiOnAgent(AbstractLLM): Returns: dict: The response from the browsing task. """ - response = self.multion.browse( + multion.login( + use_api=True, + multion_api_key=str(self.multion_api_key), + *args, + **kwargs, + ) + + response = multion.browse( { "cmd": task, "url": self.starting_url, From ea98cbdae86e91c1d719f0d648ac40fa0eedd5ca Mon Sep 17 00:00:00 2001 From: Kye Date: Sun, 25 Feb 2024 00:27:46 -0800 Subject: [PATCH 181/254] [CLEANUP] --- playground/agents/multi_modal_auto_agent_example.py | 3 +-- multion_agent.py => playground/agents/multion_agent.py | 2 +- playground/structs/agent_with_longterm_memory.py | 2 +- 3 files changed, 3 insertions(+), 4 deletions(-) rename multion_agent.py => playground/agents/multion_agent.py (89%) diff --git a/playground/agents/multi_modal_auto_agent_example.py b/playground/agents/multi_modal_auto_agent_example.py index 4204f48c..a21aebb8 100644 --- a/playground/agents/multi_modal_auto_agent_example.py +++ b/playground/agents/multi_modal_auto_agent_example.py @@ -3,8 +3,7 @@ import os from dotenv import load_dotenv -from swarms.models.gpt4_vision_api import GPT4VisionAPI -from swarms.structs import Agent +from swarms import GPT4VisionAPI, Agent # Load the environment variables load_dotenv() diff --git a/multion_agent.py b/playground/agents/multion_agent.py similarity index 89% rename from multion_agent.py rename to playground/agents/multion_agent.py index 6830e973..b4352e81 100644 --- a/multion_agent.py +++ b/playground/agents/multion_agent.py @@ -3,7 +3,7 @@ import timeit from swarms import Agent, ConcurrentWorkflow, Task # model -model = MultiOnAgent(multion_api_key="535ae401948b4c59bc1b2c61eec90fe6") +model = MultiOnAgent(multion_api_key="api-key") # out = model.run("search for a recipe") agent = Agent( diff --git a/playground/structs/agent_with_longterm_memory.py b/playground/structs/agent_with_longterm_memory.py index 2dcc30ac..588d6546 100644 --- a/playground/structs/agent_with_longterm_memory.py +++ b/playground/structs/agent_with_longterm_memory.py @@ -14,7 +14,7 @@ api_key = os.environ.get("OPENAI_API_KEY") # Initilaize the chromadb client chromadb = ChromaDB( - metric="cosine",g + metric="cosine", output="results", ) From 2c9bad43fbdc124658099ffa754d2dbd758962f4 Mon Sep 17 00:00:00 2001 From: Kye Date: Sun, 25 Feb 2024 21:01:16 -0800 Subject: [PATCH 182/254] CLEANUP --- playground/agents/multion_agent.py | 6 +- playground/memory/chroma_usage_example.py | 1 - playground/structs/company_example.py | 1 - playground/tools/agent_with_tools_example.py | 1 + swarms/agents/multion_agent.py | 4 +- swarms/loaders/pdf_loader.py | 77 -------------------- 6 files changed, 4 insertions(+), 86 deletions(-) delete mode 100644 swarms/loaders/pdf_loader.py diff --git a/playground/agents/multion_agent.py b/playground/agents/multion_agent.py index b4352e81..5534ddce 100644 --- a/playground/agents/multion_agent.py +++ b/playground/agents/multion_agent.py @@ -19,9 +19,7 @@ agent = Agent( # Task task = Task( agent=agent, - description=( - "Download https://www.coachcamel.com/" - ), + description="Download https://www.coachcamel.com/", ) # Swarm @@ -46,4 +44,4 @@ workflow.run() # Calculate execution time execution_time = timeit.default_timer() - start_time # logger.info(f"Execution time: {execution_time} seconds") -print(f"Execution time: {execution_time} seconds") \ No newline at end of file +print(f"Execution time: {execution_time} seconds") diff --git a/playground/memory/chroma_usage_example.py b/playground/memory/chroma_usage_example.py index d00822b0..4f45117e 100644 --- a/playground/memory/chroma_usage_example.py +++ b/playground/memory/chroma_usage_example.py @@ -14,4 +14,3 @@ chroma.add(text) # Search for similar text similar_text = chroma.query(text) - diff --git a/playground/structs/company_example.py b/playground/structs/company_example.py index 1f008e77..abdee607 100644 --- a/playground/structs/company_example.py +++ b/playground/structs/company_example.py @@ -1,4 +1,3 @@ - import os from dotenv import load_dotenv diff --git a/playground/tools/agent_with_tools_example.py b/playground/tools/agent_with_tools_example.py index 8ebcde69..4524edf1 100644 --- a/playground/tools/agent_with_tools_example.py +++ b/playground/tools/agent_with_tools_example.py @@ -12,6 +12,7 @@ api_key = os.environ.get("OPENAI_API_KEY") llm = OpenAIChat(api_key=api_key) + @tool def search_api(query: str) -> str: """Search API diff --git a/swarms/agents/multion_agent.py b/swarms/agents/multion_agent.py index ecc36cb8..2ef66b47 100644 --- a/swarms/agents/multion_agent.py +++ b/swarms/agents/multion_agent.py @@ -37,8 +37,6 @@ class MultiOnAgent(AbstractLLM): self.max_steps = max_steps self.starting_url = starting_url - - def run(self, task: str, *args, **kwargs): """ Runs a browsing task. @@ -57,7 +55,7 @@ class MultiOnAgent(AbstractLLM): *args, **kwargs, ) - + response = multion.browse( { "cmd": task, diff --git a/swarms/loaders/pdf_loader.py b/swarms/loaders/pdf_loader.py deleted file mode 100644 index 34085efb..00000000 --- a/swarms/loaders/pdf_loader.py +++ /dev/null @@ -1,77 +0,0 @@ -from __future__ import annotations - -from dataclasses import dataclass -from pathlib import Path -from typing import IO - -from pypdf import PdfReader - -from swarms.utils.hash import str_to_hash - - -@dataclass -class TextArtifact: - text: str - - -@dataclass -class PDFLoader: - """ - A class for loading PDF files and extracting text artifacts. - - Args: - tokenizer (str): The tokenizer to use for chunking the text. - max_tokens (int): The maximum number of tokens per chunk. - - Methods: - load(source, password=None, *args, **kwargs): - Load a single PDF file and extract text artifacts. - - load_collection(sources, password=None, *args, **kwargs): - Load a collection of PDF files and extract text artifacts. - - Private Methods: - _load_pdf(stream, password=None): - Load a PDF file and extract text artifacts. - - Attributes: - tokenizer (str): The tokenizer used for chunking the text. - max_tokens (int): The maximum number of tokens per chunk. - """ - - tokenizer: str - max_tokens: int - - def __post_init__(self): - self.chunker = PdfChunker( - tokenizer=self.tokenizer, max_tokens=self.max_tokens - ) - - def load( - self, - source: str | IO | Path, - password: str | None = None, - *args, - **kwargs, - ) -> list[TextArtifact]: - return self._load_pdf(source, password) - - def load_collection( - self, - sources: list[str | IO | Path], - password: str | None = None, - *args, - **kwargs, - ) -> dict[str, list[TextArtifact]]: - return { - str_to_hash(str(s)): self._load_pdf(s, password) - for s in sources - } - - def _load_pdf( - self, stream: str | IO | Path, password: str | None - ) -> list[TextArtifact]: - reader = PdfReader(stream, strict=True, password=password) - return [ - TextArtifact(text=p.extract_text()) for p in reader.pages - ] From 079ef73da61f05a555f36589a61eacc31b4a5d1f Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Mon, 26 Feb 2024 16:12:04 -0500 Subject: [PATCH 183/254] Fix lableler indentation --- .github/labeler.yml | 68 ++++++++++++++++++++++----------------------- 1 file changed, 34 insertions(+), 34 deletions(-) diff --git a/.github/labeler.yml b/.github/labeler.yml index 7c4589ca..f9191c1d 100644 --- a/.github/labeler.yml +++ b/.github/labeler.yml @@ -1,68 +1,68 @@ --- documentation: -- changed-files: - - any-glob-to-any-file: ['docs/**', "*.md"] + - changed-files: + - any-glob-to-any-file: ["docs/**", "*.md"] tests: -- changed-files: - - any-glob-to-any-file: 'tests/**' + - changed-files: + - any-glob-to-any-file: "tests/**" agents: -- changed-files: - - any-glob-to-any-file: 'swarms/agents/**' + - changed-files: + - any-glob-to-any-file: "swarms/agents/**" artifacts: -- changed-files: - - any-glob-to-any-file: 'swarms/artifacts/**' + - changed-files: + - any-glob-to-any-file: "swarms/artifacts/**" chunkers: -- changed-files: - - any-glob-to-any-file: 'swarms/chunkers/**' + - changed-files: + - any-glob-to-any-file: "swarms/chunkers/**" cli: -- changed-files: - - any-glob-to-any-file: 'swarms/cli/**' + - changed-files: + - any-glob-to-any-file: "swarms/cli/**" loaders: -- changed-files: - - any-glob-to-any-file: 'swarms/loaders/**' + - changed-files: + - any-glob-to-any-file: "swarms/loaders/**" memory: -- changed-files: - - any-glob-to-any-file: 'swarms/memory/**' + - changed-files: + - any-glob-to-any-file: "swarms/memory/**" models: -- changed-files: - - any-glob-to-any-file: 'swarms/models/**' + - changed-files: + - any-glob-to-any-file: "swarms/models/**" prompts: -- changed-files: - - any-glob-to-any-file: 'swarms/prompts/**' + - changed-files: + - any-glob-to-any-file: "swarms/prompts/**" structs: -- changed-files: - - any-glob-to-any-file: 'swarms/structs/**' + - changed-files: + - any-glob-to-any-file: "swarms/structs/**" telemetry: -- changed-files: - - any-glob-to-any-file: 'swarms/telemetry/**' + - changed-files: + - any-glob-to-any-file: "swarms/telemetry/**" tokenizers: -- changed-files: - - any-glob-to-any-file: 'swarms/tokenizers/**' + - changed-files: + - any-glob-to-any-file: "swarms/tokenizers/**" tools: -- changed-files: - - any-glob-to-any-file: 'swarms/tools/**' + - changed-files: + - any-glob-to-any-file: "swarms/tools/**" utils: -- changed-files: - - any-glob-to-any-file: 'swarms/utils/**' + - changed-files: + - any-glob-to-any-file: "swarms/utils/**" workers: -- changed-files: - - any-glob-to-any-file: 'swarms/workers/**' + - changed-files: + - any-glob-to-any-file: "swarms/workers/**" rust: -- changed-files: - - any-glob-to-any-file: '**/*.rs' + - changed-files: + - any-glob-to-any-file: "**/*.rs" From 023fed5bafc1ef66d7459963b90d9c20cc31ce1f Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Mon, 26 Feb 2024 16:14:21 -0500 Subject: [PATCH 184/254] Raise the python! google-generativeai requires 3.9. --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 00b4ae20..387b767f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -25,7 +25,7 @@ classifiers = [ [tool.poetry.dependencies] -python = "^3.6.1" +python = "^3.9" torch = "2.1.1" transformers = "4.37.1" openai = "0.28.0" From 516620708c2a0b91d0b228b6dc7b1a0d2a0d6c97 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Mon, 26 Feb 2024 16:19:18 -0500 Subject: [PATCH 185/254] Raise the python again! `multion` requires 3.10, Pillow 10+, openai 1.3+ --- pyproject.toml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 387b767f..9d99a831 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -25,10 +25,10 @@ classifiers = [ [tool.poetry.dependencies] -python = "^3.9" +python = "^3.10" torch = "2.1.1" transformers = "4.37.1" -openai = "0.28.0" +openai = "1.3.0" langchain = "0.0.333" asyncio = "3.4.3" einops = "0.7.0" @@ -56,7 +56,7 @@ cohere = "4.24" huggingface-hub = "*" pydantic = "1.10.12" tenacity = "8.2.2" -Pillow = "9.4.0" +Pillow = "10.2.0" chromadb = "*" termcolor = "2.2.0" black = "23.3.0" From a8b3adb50e22ebae5dff3740404cf57ce41801f5 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Mon, 26 Feb 2024 16:30:45 -0500 Subject: [PATCH 186/254] Finish python migration --- swarms/models/openai_function_caller.py | 8 ++++-- swarms/models/openai_models.py | 37 ++++++++++++------------- 2 files changed, 23 insertions(+), 22 deletions(-) diff --git a/swarms/models/openai_function_caller.py b/swarms/models/openai_function_caller.py index e6822793..5d7b5631 100644 --- a/swarms/models/openai_function_caller.py +++ b/swarms/models/openai_function_caller.py @@ -1,6 +1,7 @@ from typing import Any, Dict, List, Optional, Union -import openai +from openai import OpenAI + import requests from pydantic import BaseModel, validator from tenacity import ( @@ -147,6 +148,7 @@ class OpenAIFunctionCaller: self.user = user self.messages = messages if messages is not None else [] self.timeout_sec = timeout_sec + self.client = OpenAI(api_key=self.openai_api_key) def add_message(self, role: str, content: str): self.messages.append({"role": role, "content": content}) @@ -163,7 +165,7 @@ class OpenAIFunctionCaller: ): headers = { "Content-Type": "application/json", - "Authorization": "Bearer " + openai.api_key, + "Authorization": "Bearer " + self.openai_api_key, } json_data = {"model": self.model, "messages": messages} if tools is not None: @@ -235,7 +237,7 @@ class OpenAIFunctionCaller: ) def call(self, task: str, *args, **kwargs) -> Dict: - return openai.Completion.create( + return self.client.completions.create( engine=self.model, prompt=task, max_tokens=self.max_tokens, diff --git a/swarms/models/openai_models.py b/swarms/models/openai_models.py index 2ee56fdb..ec4434b6 100644 --- a/swarms/models/openai_models.py +++ b/swarms/models/openai_models.py @@ -177,11 +177,11 @@ def _create_retry_decorator( import openai errors = [ - openai.error.Timeout, - openai.error.APIError, - openai.error.APIConnectionError, - openai.error.RateLimitError, - openai.error.ServiceUnavailableError, + openai.Timeout, + openai.APIError, + openai.APIConnectionError, + openai.RateLimitError, + openai.ServiceUnavailableError, ] return create_base_retry_decorator( error_types=errors, @@ -239,9 +239,9 @@ class BaseOpenAI(BaseLLM): attributes["openai_api_base"] = self.openai_api_base if self.openai_organization != "": - attributes["openai_organization"] = ( - self.openai_organization - ) + attributes[ + "openai_organization" + ] = self.openai_organization if self.openai_proxy != "": attributes["openai_proxy"] = self.openai_proxy @@ -352,7 +352,13 @@ class BaseOpenAI(BaseLLM): try: import openai - values["client"] = openai.Completion + values["client"] = openai.OpenAI( + api_key=values["openai_api_key"], + api_base=values["openai_api_base"] or None, + organization=values["openai_organization"] or None, + # TODO: Reenable this when openai package supports proxy + # proxy=values["openai_proxy"] or None, + ) except ImportError: raise ImportError( "Could not import openai python package. " @@ -647,7 +653,8 @@ class BaseOpenAI(BaseLLM): if self.openai_proxy: import openai - openai.proxy = {"http": self.openai_proxy, "https": self.openai_proxy} # type: ignore[assignment] # noqa: E501 + # TODO: The 'openai.proxy' option isn't read in the client API. You will need to pass it when you instantiate the client, e.g. 'OpenAI(proxy={"http": self.openai_proxy, "https": self.openai_proxy})' + # openai.proxy = {"http": self.openai_proxy, "https": self.openai_proxy} # type: ignore[assignment] # noqa: E501 return {**openai_creds, **self._default_params} @property @@ -956,21 +963,13 @@ class OpenAIChat(BaseLLM): ) try: import openai - - openai.api_key = openai_api_key - if openai_api_base: - openai.api_base = openai_api_base - if openai_organization: - openai.organization = openai_organization - if openai_proxy: - openai.proxy = {"http": openai_proxy, "https": openai_proxy} # type: ignore[assignment] # noqa: E501 except ImportError: raise ImportError( "Could not import openai python package. " "Please install it with `pip install openai`." ) try: - values["client"] = openai.ChatCompletion + values["client"] = openai.OpenAI except AttributeError: raise ValueError( "`openai` has no `ChatCompletion` attribute, this is" From 25b69a70654857355b5a09c358f4f7badc97a7fd Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Mon, 26 Feb 2024 16:53:14 -0500 Subject: [PATCH 187/254] Finish migration --- .github/workflows/RELEASE.yml | 6 +++--- .github/workflows/pylint.yml | 2 +- .github/workflows/python-package.yml | 2 +- .github/workflows/test.yml | 2 -- .github/workflows/test_pr.yml | 21 ++++----------------- .github/workflows/unit-test.yml | 2 +- docs/docker_setup.md | 6 +++--- docs/examples/revgpt.md | 2 +- docs/index.md | 2 +- tests/Dockerfile | 2 +- 10 files changed, 16 insertions(+), 31 deletions(-) diff --git a/.github/workflows/RELEASE.yml b/.github/workflows/RELEASE.yml index c6150561..0ca7dacd 100644 --- a/.github/workflows/RELEASE.yml +++ b/.github/workflows/RELEASE.yml @@ -7,7 +7,7 @@ on: branches: - master paths: - - 'pyproject.toml' + - "pyproject.toml" env: POETRY_VERSION: "1.4.2" jobs: @@ -20,10 +20,10 @@ jobs: - uses: actions/checkout@v4 - name: Install poetry run: pipx install poetry==$POETRY_VERSION - - name: Set up Python 3.9 + - name: Set up Python 3.10 uses: actions/setup-python@v5 with: - python-version: "3.9" + python-version: "3.10" cache: "poetry" - name: Build project for distribution run: poetry build diff --git a/.github/workflows/pylint.yml b/.github/workflows/pylint.yml index 59eea4f2..8b8aa175 100644 --- a/.github/workflows/pylint.yml +++ b/.github/workflows/pylint.yml @@ -6,7 +6,7 @@ jobs: runs-on: ubuntu-latest strategy: matrix: - python-version: ["3.8", "3.9", "3.10"] + python-version: ["3.10", "3.11", "3.12"] steps: - uses: actions/checkout@v4 - name: Set up Python ${{ matrix.python-version }} diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml index 943e996a..49e6b9a1 100644 --- a/.github/workflows/python-package.yml +++ b/.github/workflows/python-package.yml @@ -14,7 +14,7 @@ jobs: strategy: fail-fast: false matrix: - python-version: ["3.7", "3.9", "3.10", "3.11"] + python-version: ["3.10", "3.11", "3.12"] steps: - uses: actions/checkout@v4 - name: Set up Python ${{ matrix.python-version }} diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 091a574e..f0596c9b 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -11,8 +11,6 @@ jobs: strategy: matrix: python-version: - - "3.8" - - "3.9" - "3.10" - "3.11" steps: diff --git a/.github/workflows/test_pr.yml b/.github/workflows/test_pr.yml index 1f982dff..831dba45 100644 --- a/.github/workflows/test_pr.yml +++ b/.github/workflows/test_pr.yml @@ -18,7 +18,7 @@ jobs: - uses: actions/checkout@v4 - uses: actions/setup-python@v5 with: - python-version: '3.11' + python-version: "3.11" - name: Run tests run: | python --version @@ -31,25 +31,12 @@ jobs: - uses: actions/checkout@v4 - uses: actions/setup-python@v5 with: - python-version: '3.10' + python-version: "3.10" - name: Run tests run: | python --version pip install -q .[dev] python -m pytest - test3_9: - name: Test Py3.9 - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - uses: actions/setup-python@v5 - with: - python-version: '3.9' - - name: Run tests - run: | - python --version - pip install .[dev] - python -m pytest pytype3_10: name: pytype 3.10 runs-on: ubuntu-latest @@ -57,7 +44,7 @@ jobs: - uses: actions/checkout@v4 - uses: actions/setup-python@v5 with: - python-version: '3.10' + python-version: "3.10" - name: Run pytype run: | python --version @@ -71,7 +58,7 @@ jobs: - uses: actions/checkout@v4 - uses: actions/setup-python@v5 with: - python-version: '3.11' + python-version: "3.11" - name: Check format run: | python --version diff --git a/.github/workflows/unit-test.yml b/.github/workflows/unit-test.yml index 0aa7aeba..ac73b282 100644 --- a/.github/workflows/unit-test.yml +++ b/.github/workflows/unit-test.yml @@ -13,7 +13,7 @@ jobs: - name: Setup Python uses: actions/setup-python@v5 with: - python-version: '3.9' + python-version: "3.10" - name: Install dependencies run: | pip install -r requirements.txt diff --git a/docs/docker_setup.md b/docs/docker_setup.md index 409f9119..fed664ab 100644 --- a/docs/docker_setup.md +++ b/docs/docker_setup.md @@ -30,6 +30,7 @@ This guide is intended for developers and contributors to the `swarms` project w ## Prerequisites Before you begin, ensure you have: + - A GitHub account - Git installed on your machine - Basic command-line proficiency @@ -115,14 +116,13 @@ docker run -it --rm swarms-dev - Introduce Docker Compose and its role in simplifying multi-container setups. - Create a `docker-compose.yml` file for the `swarms` project. - ## Dockerfile Creating a Dockerfile for deploying the `swarms` framework to the cloud involves setting up the necessary environment to run your Python application, ensuring all dependencies are installed, and configuring the container to execute the desired tasks. Here's an example Dockerfile that sets up such an environment: ```Dockerfile # Use an official Python runtime as a parent image -FROM python:3.9-slim +FROM python:3.10-slim # Set environment variables ENV PYTHONDONTWRITEBYTECODE 1 @@ -194,4 +194,4 @@ For deploying to the cloud, you'll need to push your Docker image to a container - Setting up networking, storage, and other cloud resources. - Monitoring, logging, and potentially scaling your containers. -Remember to secure sensitive data, use tagged releases for your images, and follow best practices for operating in the cloud. \ No newline at end of file +Remember to secure sensitive data, use tagged releases for your images, and follow best practices for operating in the cloud. diff --git a/docs/examples/revgpt.md b/docs/examples/revgpt.md index 69107b40..5571720d 100644 --- a/docs/examples/revgpt.md +++ b/docs/examples/revgpt.md @@ -19,7 +19,7 @@ python -m pip install --upgrade revChatGPT ``` **Supported Python Versions:** -- Minimum: Python3.9 +- Minimum: Python3.10 - Recommended: Python3.11+ ### Initial Setup and Configuration diff --git a/docs/index.md b/docs/index.md index 74e39543..c4ec3e9f 100644 --- a/docs/index.md +++ b/docs/index.md @@ -16,7 +16,7 @@ Swarms provides you with all the building blocks you need to build reliable, pro ## 💻 Install You can install `swarms` with pip in a -[**Python>=3.8**](https://www.python.org/) environment. +[**Python>=3.10**](https://www.python.org/) environment. !!! example "pip install (recommended)" diff --git a/tests/Dockerfile b/tests/Dockerfile index f6e46515..f575f599 100644 --- a/tests/Dockerfile +++ b/tests/Dockerfile @@ -1,7 +1,7 @@ # TESTING # -================== # Use an official Python runtime as a parent image -FROM python:3.9-slim +FROM python:3.10-slim # Set environment variables to make Python output unbuffered and disable the PIP cache ENV PYTHONDONTWRITEBYTECODE 1 From 1f758ddfe286fe4d688b648f58b86c6e68a6074a Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Mon, 26 Feb 2024 16:54:45 -0500 Subject: [PATCH 188/254] Redundant checks --- .github/workflows/test_pr.yml | 26 -------------------------- 1 file changed, 26 deletions(-) diff --git a/.github/workflows/test_pr.yml b/.github/workflows/test_pr.yml index 831dba45..a6b12c7b 100644 --- a/.github/workflows/test_pr.yml +++ b/.github/workflows/test_pr.yml @@ -11,32 +11,6 @@ on: # Allow manual runs workflow_dispatch: jobs: - test3_11: - name: Test Py3.11 - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - uses: actions/setup-python@v5 - with: - python-version: "3.11" - - name: Run tests - run: | - python --version - pip install .[dev] - python -m pytest - test3_10: - name: Test Py3.10 - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - uses: actions/setup-python@v5 - with: - python-version: "3.10" - - name: Run tests - run: | - python --version - pip install -q .[dev] - python -m pytest pytype3_10: name: pytype 3.10 runs-on: ubuntu-latest From 89a35a27bc62456aac555d808607debf728c5473 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Mon, 26 Feb 2024 16:55:30 -0500 Subject: [PATCH 189/254] Add missing newline --- .github/workflows/label.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/label.yml b/.github/workflows/label.yml index 2aa3e04f..ff9dbc08 100644 --- a/.github/workflows/label.yml +++ b/.github/workflows/label.yml @@ -20,4 +20,4 @@ jobs: - uses: actions/labeler@v5 with: repo-token: "${{ secrets.GITHUB_TOKEN }}" - sync-labels: true \ No newline at end of file + sync-labels: true From e8519662956dfef1f7b328a56db66110fc78195d Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Mon, 26 Feb 2024 17:20:01 -0500 Subject: [PATCH 190/254] Yeah we formatted it --- .flake8 | 11 +++++ example.py | 2 +- ruff.toml | 10 +++++ swarms/artifacts/text_artifact.py | 9 +++-- swarms/memory/dict_internal_memory.py | 6 ++- swarms/memory/dict_shared_memory.py | 6 ++- swarms/memory/lanchain_chroma.py | 3 +- swarms/memory/pinecone.py | 26 ++++++++++-- swarms/models/__init__.py | 4 +- swarms/models/base_multimodal_model.py | 34 +++++++++++----- swarms/models/biogpt.py | 4 +- swarms/models/cog_vlm.py | 3 +- swarms/models/dalle3.py | 6 +-- swarms/models/eleven_labs.py | 3 +- swarms/models/gemini.py | 8 ++-- swarms/models/gpt4_sam.py | 3 +- swarms/models/gpt4_vision_api.py | 5 ++- swarms/models/idefics.py | 3 +- swarms/models/medical_sam.py | 3 +- swarms/models/openai_models.py | 56 +++++++++++++------------- swarms/models/sam.py | 3 +- swarms/models/speecht5.py | 25 ++++++++---- swarms/models/ssd_1b.py | 6 +-- swarms/prompts/tools.py | 2 +- swarms/prompts/worker_prompt.py | 2 +- swarms/structs/agent.py | 6 +-- swarms/structs/async_workflow.py | 3 +- swarms/structs/base_swarm.py | 4 -- swarms/structs/base_workflow.py | 11 ++++- swarms/structs/concurrent_workflow.py | 3 +- swarms/structs/debate.py | 15 +++++-- swarms/structs/graph_workflow.py | 3 +- swarms/structs/long_swarm.py | 20 ++++----- swarms/structs/majority_voting.py | 3 +- swarms/structs/message_pool.py | 14 +++++-- swarms/tools/tool_func_doc_scraper.py | 3 +- swarms/tools/tool_utils.py | 10 ++--- swarms/utils/apa.py | 4 +- swarms/utils/load_model_torch.py | 3 +- 39 files changed, 225 insertions(+), 120 deletions(-) create mode 100644 .flake8 create mode 100644 ruff.toml diff --git a/.flake8 b/.flake8 new file mode 100644 index 00000000..97c0db09 --- /dev/null +++ b/.flake8 @@ -0,0 +1,11 @@ +[flake8] +max-line-length = 127 +extend-ignore = E203 +per-file-ignores = + # Most of this is just long strings + ./swarms/prompts/**.py: E501 W293 W291 + ./swarms/__init__.py: F401 +exclude = + ./playground + ./tests + ./scripts \ No newline at end of file diff --git a/example.py b/example.py index bebdb11a..e4f2e799 100644 --- a/example.py +++ b/example.py @@ -1,6 +1,6 @@ from swarms import Agent, OpenAIChat -## Initialize the workflow +# Initialize the workflow agent = Agent( llm=OpenAIChat(), max_loops=1, diff --git a/ruff.toml b/ruff.toml new file mode 100644 index 00000000..12322827 --- /dev/null +++ b/ruff.toml @@ -0,0 +1,10 @@ +exclude = ["./playground", "./tests", "./scripts"] +line-length = 127 + +[lint] +ignore = ["E203"] +select = ["E", "F", "W"] + +[lint.per-file-ignores] +"./swarms/prompts/**.py" = ["E501", "W291", "W293"] +"./swarms/__init__.py" = ["F401"] diff --git a/swarms/artifacts/text_artifact.py b/swarms/artifacts/text_artifact.py index 5fdfe4fa..844765ad 100644 --- a/swarms/artifacts/text_artifact.py +++ b/swarms/artifacts/text_artifact.py @@ -23,9 +23,12 @@ class TextArtifact(BaseArtifact): Methods: __add__(self, other: BaseArtifact) -> TextArtifact: Concatenates the text value of the artifact with another artifact. __bool__(self) -> bool: Checks if the text value of the artifact is non-empty. - generate_embedding(self, driver: BaseEmbeddingModel) -> Optional[list[float]]: Generates the embedding of the text artifact using a given embedding model. - token_count(self, tokenizer: BaseTokenizer) -> int: Counts the number of tokens in the text artifact using a given tokenizer. - to_bytes(self) -> bytes: Converts the text value of the artifact to bytes using the specified encoding and error handler. + generate_embedding(self, driver: BaseEmbeddingModel) -> Optional[list[float]]: + Generates the embedding of the text artifact using a given embedding model. + token_count(self, tokenizer: BaseTokenizer) -> int: + Counts the number of tokens in the text artifact using a given tokenizer. + to_bytes(self) -> bytes: + Converts the text value of the artifact to bytes using the specified encoding and error handler. """ value: str diff --git a/swarms/memory/dict_internal_memory.py b/swarms/memory/dict_internal_memory.py index daba0b0d..6829d464 100644 --- a/swarms/memory/dict_internal_memory.py +++ b/swarms/memory/dict_internal_memory.py @@ -7,7 +7,8 @@ class InternalMemoryBase(ABC): """Abstract base class for internal memory of agents in the swarm.""" def __init__(self, n_entries): - """Initialize the internal memory. In the current architecture the memory always consists of a set of soltuions or evaluations. + """Initialize the internal memory. + In the current architecture the memory always consists of a set of soltuions or evaluations. During the operation, the agent should retrivie best solutions from it's internal memory based on the score. Moreover, the project is designed around LLMs for the proof of concepts, so we treat all entry content as a string. @@ -28,7 +29,8 @@ class InternalMemoryBase(ABC): class DictInternalMemory(InternalMemoryBase): def __init__(self, n_entries: int): """ - Initialize the internal memory. In the current architecture the memory always consists of a set of solutions or evaluations. + Initialize the internal memory. + In the current architecture the memory always consists of a set of solutions or evaluations. Simple key-value store for now. Args: diff --git a/swarms/memory/dict_shared_memory.py b/swarms/memory/dict_shared_memory.py index f81e2fd4..f00158af 100644 --- a/swarms/memory/dict_shared_memory.py +++ b/swarms/memory/dict_shared_memory.py @@ -16,13 +16,15 @@ class DictSharedMemory: Methods: __init__(self, file_loc: str = None) -> None: Initializes the shared memory. - add_entry(self, score: float, agent_id: str, agent_cycle: int, entry: Any) -> bool: Adds an entry to the internal memory. + add_entry(self, score: float, agent_id: str, agent_cycle: int, entry: Any) -> bool: + Adds an entry to the internal memory. get_top_n(self, n: int) -> None: Gets the top n entries from the internal memory. write_to_file(self, data: Dict[str, Dict[str, Any]]) -> bool: Writes the internal memory to a file. """ def __init__(self, file_loc: str = None) -> None: - """Initialize the shared memory. In the current architecture the memory always consists of a set of soltuions or evaluations. + """Initialize the shared memory. + In the current architecture the memory always consists of a set of soltuions or evaluations. Moreover, the project is designed around LLMs for the proof of concepts, so we treat all entry content as a string. """ if file_loc is not None: diff --git a/swarms/memory/lanchain_chroma.py b/swarms/memory/lanchain_chroma.py index 95a2e9e3..722a23b6 100644 --- a/swarms/memory/lanchain_chroma.py +++ b/swarms/memory/lanchain_chroma.py @@ -153,7 +153,8 @@ class LangchainChromaVectorMemory: query (str): The query to search for. k (int): The number of results to return. type (str): The type of search to perform: "cos" or "mmr". - distance_threshold (float): The similarity threshold to use for the search. Results with distance > similarity_threshold will be dropped. + distance_threshold (float): + The similarity threshold to use for the search. Results with distance > similarity_threshold will be dropped. Returns: list[str]: A list of the top k results. diff --git a/swarms/memory/pinecone.py b/swarms/memory/pinecone.py index d33cb9cd..e98dc55a 100644 --- a/swarms/memory/pinecone.py +++ b/swarms/memory/pinecone.py @@ -24,13 +24,31 @@ class PineconeDB(AbstractVectorDatabase): index (pinecone.Index, optional): The Pinecone index to use. Defaults to None. Methods: - upsert_vector(vector: list[float], vector_id: Optional[str] = None, namespace: Optional[str] = None, meta: Optional[dict] = None, **kwargs) -> str: + upsert_vector( + vector: list[float], + vector_id: Optional[str] = None, + namespace: Optional[str] = None, + meta: Optional[dict] = None, + **kwargs + ) -> str: Upserts a vector into the index. - load_entry(vector_id: str, namespace: Optional[str] = None) -> Optional[BaseVectorStore.Entry]: + load_entry( + vector_id: str, + namespace: Optional[str] = None + ) -> Optional[BaseVectorStore.Entry]: Loads a single vector from the index. - load_entries(namespace: Optional[str] = None) -> list[BaseVectorStore.Entry]: + load_entries( + namespace: Optional[str] = None + ) -> list[BaseVectorStore.Entry]: Loads all vectors from the index. - query(query: str, count: Optional[int] = None, namespace: Optional[str] = None, include_vectors: bool = False, include_metadata=True, **kwargs) -> list[BaseVectorStore.QueryResult]: + query( + query: str, + count: Optional[int] = None, + namespace: Optional[str] = None, + include_vectors: bool = False, + include_metadata=True, + **kwargs + ) -> list[BaseVectorStore.QueryResult]: Queries the index for vectors similar to the given query string. create_index(name: str, **kwargs) -> None: Creates a new index. diff --git a/swarms/models/__init__.py b/swarms/models/__init__.py index 8981f70e..26f10562 100644 --- a/swarms/models/__init__.py +++ b/swarms/models/__init__.py @@ -14,7 +14,7 @@ from swarms.models.clipq import CLIPQ # noqa: E402 # from swarms.models.whisperx_model import WhisperX # noqa: E402 # from swarms.models.kosmos_two import Kosmos # noqa: E402 # from swarms.models.cog_agent import CogAgent # noqa: E402 -## Function calling models +# Function calling models from swarms.models.fire_function import ( FireFunctionCaller, ) @@ -59,7 +59,7 @@ from swarms.models.timm import TimmModel # noqa: E402 # ) # noqa: E402 from swarms.models.together import TogetherLLM # noqa: E402 -############## Types +# Types from swarms.models.types import ( # noqa: E402 AudioModality, ImageModality, diff --git a/swarms/models/base_multimodal_model.py b/swarms/models/base_multimodal_model.py index 25975eaa..77e8bac7 100644 --- a/swarms/models/base_multimodal_model.py +++ b/swarms/models/base_multimodal_model.py @@ -40,14 +40,30 @@ class BaseMultiModalModel: Examples: >>> from swarms.models.base_multimodal_model import BaseMultiModalModel >>> model = BaseMultiModalModel() + >>> link = "https://www.google.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png" >>> model.run("Generate a summary of this text") - >>> model.run("Generate a summary of this text", "https://www.google.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png") + >>> model.run("Generate a summary of this text", link) >>> model.run_batch(["Generate a summary of this text", "Generate a summary of this text"]) - >>> model.run_batch([("Generate a summary of this text", "https://www.google.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png"), ("Generate a summary of this text", "https://www.google.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png")]) - >>> model.run_batch_async(["Generate a summary of this text", "Generate a summary of this text"]) - >>> model.run_batch_async([("Generate a summary of this text", "https://www.google.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png"), ("Generate a summary of this text", "https://www.google.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png")]) - >>> model.run_batch_async_with_retries(["Generate a summary of this text", "Generate a summary of this text"]) - >>> model.run_batch_async_with_retries([("Generate a summary of this text", "https://www.google.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png"), ("Generate a summary of this text", "https://www.google.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png")]) + >>> model.run_batch([ + ("Generate a summary of this text", link), + ("Generate a summary of this text", link) + ]) + >>> model.run_batch_async([ + "Generate a summary of this text", + "Generate a summary of this text" + ]) + >>> model.run_batch_async([ + ("Generate a summary of this text", link), + ("Generate a summary of this text", link) + ]) + >>> model.run_batch_async_with_retries([ + "Generate a summary of this text", + "Generate a summary of this text" + ]) + >>> model.run_batch_async_with_retries([ + ("Generate a summary of this text", link), + ("Generate a summary of this text", link) + ]) >>> model.generate_summary("Generate a summary of this text") >>> model.set_temperature(0.5) >>> model.set_max_tokens(500) @@ -348,9 +364,9 @@ class BaseMultiModalModel: _type_: _description_ """ META_PROMPT = """ - For any labels or markings on an image that you reference in your response, please - enclose them in square brackets ([]) and list them explicitly. Do not use ranges; for - example, instead of '1 - 4', list as '[1], [2], [3], [4]'. These labels could be + For any labels or markings on an image that you reference in your response, please + enclose them in square brackets ([]) and list them explicitly. Do not use ranges; for + example, instead of '1 - 4', list as '[1], [2], [3], [4]'. These labels could be numbers or letters and typically correspond to specific segments or parts of the image. """ return META_PROMPT diff --git a/swarms/models/biogpt.py b/swarms/models/biogpt.py index a5ec7b7b..0d122667 100644 --- a/swarms/models/biogpt.py +++ b/swarms/models/biogpt.py @@ -2,7 +2,8 @@ r""" BioGPT Pre-trained language models have attracted increasing attention in the biomedical domain, inspired by their great success in the general natural language domain. -Among the two main branches of pre-trained language models in the general language domain, i.e. BERT (and its variants) and GPT (and its variants), +Among the two main branches of pre-trained language models in the general language domain, +i.e. BERT (and its variants) and GPT (and its variants), the first one has been extensively studied in the biomedical domain, such as BioBERT and PubMedBERT. While they have achieved great success on a variety of discriminative downstream biomedical tasks, the lack of generation ability constrains their application scope. @@ -24,7 +25,6 @@ advantage of BioGPT on biomedical literature to generate fluent descriptions for number = {6}, year = {2022}, month = {09}, - abstract = "{Pre-trained language models have attracted increasing attention in the biomedical domain, inspired by their great success in the general natural language domain. Among the two main branches of pre-trained language models in the general language domain, i.e. BERT (and its variants) and GPT (and its variants), the first one has been extensively studied in the biomedical domain, such as BioBERT and PubMedBERT. While they have achieved great success on a variety of discriminative downstream biomedical tasks, the lack of generation ability constrains their application scope. In this paper, we propose BioGPT, a domain-specific generative Transformer language model pre-trained on large-scale biomedical literature. We evaluate BioGPT on six biomedical natural language processing tasks and demonstrate that our model outperforms previous models on most tasks. Especially, we get 44.98\%, 38.42\% and 40.76\% F1 score on BC5CDR, KD-DTI and DDI end-to-end relation extraction tasks, respectively, and 78.2\% accuracy on PubMedQA, creating a new record. Our case study on text generation further demonstrates the advantage of BioGPT on biomedical literature to generate fluent descriptions for biomedical terms.}", issn = {1477-4054}, doi = {10.1093/bib/bbac409}, url = {https://doi.org/10.1093/bib/bbac409}, diff --git a/swarms/models/cog_vlm.py b/swarms/models/cog_vlm.py index e456b669..b016f4b5 100644 --- a/swarms/models/cog_vlm.py +++ b/swarms/models/cog_vlm.py @@ -161,7 +161,8 @@ class CogVLMMultiModal(BaseMultiModalModel): Methods: run: Generates a response using the CogVLM model. generate_stream_cogvlm: Generates a stream of responses using the CogVLM model in inference mode. - process_history_and_images: Processes history messages to extract text, identify the last user query, and convert base64 encoded image URLs to PIL images. + process_history_and_images: Processes history messages to extract text, identify the last user query, + and convert base64 encoded image URLs to PIL images. Example: >>> model = CogVLMMultiModal() diff --git a/swarms/models/dalle3.py b/swarms/models/dalle3.py index 6b225b49..381a58f6 100644 --- a/swarms/models/dalle3.py +++ b/swarms/models/dalle3.py @@ -257,7 +257,7 @@ class Dalle3: """Print the Dalle3 dashboard""" print( colored( - f"""Dalle3 Dashboard: + f"""Dalle3 Dashboard: -------------------- Model: {self.model} @@ -271,8 +271,8 @@ class Dalle3: Save Folder: {self.save_folder} Image Format: {self.image_format} -------------------- - - + + """, "green", ) diff --git a/swarms/models/eleven_labs.py b/swarms/models/eleven_labs.py index 2d55e864..f82f43ca 100644 --- a/swarms/models/eleven_labs.py +++ b/swarms/models/eleven_labs.py @@ -37,7 +37,8 @@ class ElevenLabsText2SpeechTool(BaseTool): Defaults to ElevenLabsModel.MULTI_LINGUAL. name (str): The name of the tool. Defaults to "eleven_labs_text2speech". description (str): The description of the tool. - Defaults to "A wrapper around Eleven Labs Text2Speech. Useful for when you need to convert text to speech. It supports multiple languages, including English, German, Polish, Spanish, Italian, French, Portuguese, and Hindi." + Defaults to "A wrapper around Eleven Labs Text2Speech. Useful for when you need to convert text to speech. + It supports multiple languages, including English, German, Polish, Spanish, Italian, French, Portuguese, and Hindi." Usage: diff --git a/swarms/models/gemini.py b/swarms/models/gemini.py index 249e9c53..3aa6222d 100644 --- a/swarms/models/gemini.py +++ b/swarms/models/gemini.py @@ -132,13 +132,13 @@ class Gemini(BaseMultiModalModel): system_prompt (str, optional): _description_. Defaults to None. """ PROMPT = f""" - + {self.system_prompt} - + ###### - + {task} - + """ return PROMPT diff --git a/swarms/models/gpt4_sam.py b/swarms/models/gpt4_sam.py index 37dde6a0..b6c98771 100644 --- a/swarms/models/gpt4_sam.py +++ b/swarms/models/gpt4_sam.py @@ -11,7 +11,8 @@ from swarms.utils.supervision_visualizer import MarkVisualizer class GPT4VSAM(BaseMultiModalModel): """ GPT4VSAM class represents a multi-modal model that combines the capabilities of GPT-4 and SegmentAnythingMarkGenerator. - It takes an instance of BaseMultiModalModel (vlm) and a device as input and provides methods for loading images and making predictions. + It takes an instance of BaseMultiModalModel (vlm) + and a device as input and provides methods for loading images and making predictions. Args: vlm (BaseMultiModalModel): An instance of BaseMultiModalModel representing the visual language model. diff --git a/swarms/models/gpt4_vision_api.py b/swarms/models/gpt4_vision_api.py index 5966a0b6..808415b3 100644 --- a/swarms/models/gpt4_vision_api.py +++ b/swarms/models/gpt4_vision_api.py @@ -203,8 +203,9 @@ class GPT4VisionAPI(BaseMultiModalModel): """ PROMPT = f""" - These are frames from a video that I want to upload. Generate a compelling description that I can upload along with the video: - + These are frames from a video that I want to upload. + Generate a compelling description that I can upload along with the video: + {frames} """ return PROMPT diff --git a/swarms/models/idefics.py b/swarms/models/idefics.py index cc654221..4054bae9 100644 --- a/swarms/models/idefics.py +++ b/swarms/models/idefics.py @@ -63,7 +63,8 @@ class Idefics(BaseMultiModalModel): response = model.chat(user_input) print(response) - user_input = "User: And who is that? https://static.wikia.nocookie.net/asterix/images/2/25/R22b.gif/revision/latest?cb=20110815073052" + user_input = "User: And who is that? \ +https://static.wikia.nocookie.net/asterix/images/2/25/R22b.gif/revision/latest?cb=20110815073052" response = model.chat(user_input) print(response) diff --git a/swarms/models/medical_sam.py b/swarms/models/medical_sam.py index 8d096ba5..09203feb 100644 --- a/swarms/models/medical_sam.py +++ b/swarms/models/medical_sam.py @@ -26,7 +26,8 @@ class MedicalSAM: Methods: __post_init__(): Initializes the MedicalSAM object. - download_model_weights(model_path: str): Downloads the model weights from the specified URL and saves them to the given file path. + download_model_weights(model_path: str): + Downloads the model weights from the specified URL and saves them to the given file path. preprocess(img): Preprocesses the input image. run(img, box): Runs the semantic segmentation on the input image within the specified bounding box. diff --git a/swarms/models/openai_models.py b/swarms/models/openai_models.py index ec4434b6..42cced02 100644 --- a/swarms/models/openai_models.py +++ b/swarms/models/openai_models.py @@ -37,9 +37,6 @@ from tenacity import ( stop_after_attempt, wait_exponential, ) - -logger = logging.getLogger(__name__) - from importlib.metadata import version from packaging.version import parse @@ -239,9 +236,9 @@ class BaseOpenAI(BaseLLM): attributes["openai_api_base"] = self.openai_api_base if self.openai_organization != "": - attributes[ - "openai_organization" - ] = self.openai_organization + attributes["openai_organization"] = ( + self.openai_organization + ) if self.openai_proxy != "": attributes["openai_proxy"] = self.openai_proxy @@ -651,9 +648,10 @@ class BaseOpenAI(BaseLLM): "organization": self.openai_organization, } if self.openai_proxy: - import openai + pass - # TODO: The 'openai.proxy' option isn't read in the client API. You will need to pass it when you instantiate the client, e.g. 'OpenAI(proxy={"http": self.openai_proxy, "https": self.openai_proxy})' + # TODO: The 'openai.proxy' option isn't read in the client API. You will need to pass it when you instantiate the + # client, e.g. 'OpenAI(proxy={"http": self.openai_proxy, "https": self.openai_proxy})' # openai.proxy = {"http": self.openai_proxy, "https": self.openai_proxy} # type: ignore[assignment] # noqa: E501 return {**openai_creds, **self._default_params} @@ -940,27 +938,27 @@ class OpenAIChat(BaseLLM): @root_validator() def validate_environment(cls, values: dict) -> dict: """Validate that api key and python package exists in environment.""" - openai_api_key = get_from_dict_or_env( - values, "openai_api_key", "OPENAI_API_KEY" - ) - openai_api_base = get_from_dict_or_env( - values, - "openai_api_base", - "OPENAI_API_BASE", - default="", - ) - openai_proxy = get_from_dict_or_env( - values, - "openai_proxy", - "OPENAI_PROXY", - default="", - ) - openai_organization = get_from_dict_or_env( - values, - "openai_organization", - "OPENAI_ORGANIZATION", - default="", - ) + # openai_api_key = get_from_dict_or_env( + # values, "openai_api_key", "OPENAI_API_KEY" + # ) + # openai_api_base = get_from_dict_or_env( + # values, + # "openai_api_base", + # "OPENAI_API_BASE", + # default="", + # ) + # openai_proxy = get_from_dict_or_env( + # values, + # "openai_proxy", + # "OPENAI_PROXY", + # default="", + # ) + # openai_organization = get_from_dict_or_env( + # values, + # "openai_organization", + # "OPENAI_ORGANIZATION", + # default="", + # ) try: import openai except ImportError: diff --git a/swarms/models/sam.py b/swarms/models/sam.py index c51a2517..05cf77db 100644 --- a/swarms/models/sam.py +++ b/swarms/models/sam.py @@ -27,7 +27,8 @@ class SAM: processor (SamProcessor): The processor for the SAM model. Methods: - run(task=None, img=None, *args, **kwargs): Runs the SAM model on the given image and returns the segmentation scores and masks. + run(task=None, img=None, *args, **kwargs): + Runs the SAM model on the given image and returns the segmentation scores and masks. process_img(img: str = None, *args, **kwargs): Processes the input image and returns the processed image. """ diff --git a/swarms/models/speecht5.py b/swarms/models/speecht5.py index b9f2653b..27cc6059 100644 --- a/swarms/models/speecht5.py +++ b/swarms/models/speecht5.py @@ -2,18 +2,29 @@ SpeechT5 (TTS task) SpeechT5 model fine-tuned for speech synthesis (text-to-speech) on LibriTTS. -This model was introduced in SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing by Junyi Ao, Rui Wang, Long Zhou, Chengyi Wang, Shuo Ren, Yu Wu, Shujie Liu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei. +This model was introduced in SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing by +Junyi Ao, Rui Wang, Long Zhou, Chengyi Wang, Shuo Ren, Yu Wu, +Shujie Liu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei. SpeechT5 was first released in this repository, original weights. The license used is MIT. Model Description -Motivated by the success of T5 (Text-To-Text Transfer Transformer) in pre-trained natural language processing models, we propose a unified-modal SpeechT5 framework that explores the encoder-decoder pre-training for self-supervised speech/text representation learning. The SpeechT5 framework consists of a shared encoder-decoder network and six modal-specific (speech/text) pre/post-nets. After preprocessing the input speech/text through the pre-nets, the shared encoder-decoder network models the sequence-to-sequence transformation, and then the post-nets generate the output in the speech/text modality based on the output of the decoder. +Motivated by the success of T5 (Text-To-Text Transfer Transformer) in pre-trained natural language processing models, +we propose a unified-modal SpeechT5 framework that explores the encoder-decoder pre-training for self-supervised speech/text +representation learning. The SpeechT5 framework consists of a shared encoder-decoder network and six modal-specific +(speech/text) pre/post-nets. After preprocessing the input speech/text through the pre-nets, the shared encoder-decoder network +models the sequence-to-sequence transformation,and then the post-nets generate the output in the speech/text modality based on +the output of the decoder. + +Leveraging large-scale unlabeled speech and text data, we pre-train SpeechT5 to learn a unified-modal representation, +hoping to improve the modeling capability for both speech and text. To align the textual and speech information into +this unified semantic space, we propose a cross-modal vector quantization approach that randomly mixes up speech/text +states with latent units as the interface between encoder and decoder. + +Extensive evaluations show the superiority of the proposed SpeechT5 framework on a wide variety of spoken language processing +tasks, including automatic speech recognition, speech synthesis, speech translation, voice conversion, speech enhancement, +and speaker identification. -Leveraging large-scale unlabeled speech and text data, we pre-train SpeechT5 to learn a unified-modal representation, hoping to improve the modeling capability for both speech and text. To align the textual and speech information into this unified semantic space, we propose a cross-modal vector quantization approach that randomly mixes up speech/text states with latent units as the interface between encoder and decoder. - -Extensive evaluations show the superiority of the proposed SpeechT5 framework on a wide variety of spoken language processing tasks, including automatic speech recognition, speech synthesis, speech translation, voice conversion, speech enhancement, and speaker identification. - -Developed by: Junyi Ao, Rui Wang, Long Zhou, Chengyi Wang, Shuo Ren, Yu Wu, Shujie Liu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei. Shared by [optional]: Matthijs Hollemans Model type: text-to-speech Language(s) (NLP): [More Information Needed] diff --git a/swarms/models/ssd_1b.py b/swarms/models/ssd_1b.py index 4479c866..1dc6c00a 100644 --- a/swarms/models/ssd_1b.py +++ b/swarms/models/ssd_1b.py @@ -171,7 +171,7 @@ class SSD1B: """Print the SSD1B dashboard""" print( colored( - f"""SSD1B Dashboard: + f"""SSD1B Dashboard: -------------------- Model: {self.model} @@ -185,8 +185,8 @@ class SSD1B: Save Folder: {self.save_folder} Image Format: {self.image_format} -------------------- - - + + """, "green", ) diff --git a/swarms/prompts/tools.py b/swarms/prompts/tools.py index fe82ba5d..fe1c8980 100644 --- a/swarms/prompts/tools.py +++ b/swarms/prompts/tools.py @@ -34,7 +34,7 @@ commands: { """ -########### FEW SHOT EXAMPLES ################ +# FEW SHOT EXAMPLES # SCENARIOS = """ commands: { "tools": { diff --git a/swarms/prompts/worker_prompt.py b/swarms/prompts/worker_prompt.py index 08636516..63723d36 100644 --- a/swarms/prompts/worker_prompt.py +++ b/swarms/prompts/worker_prompt.py @@ -62,6 +62,6 @@ def worker_tools_sop_promp(name: str, memory: str, time=time): [{memory}] Human: Determine which next command to use, and respond using the format specified above: - """.format(name=name, time=time, memory=memory) + """.format(name=name, time=time, memory=memory) # noqa: F521 return str(out) diff --git a/swarms/structs/agent.py b/swarms/structs/agent.py index e1282e5b..25df53a3 100644 --- a/swarms/structs/agent.py +++ b/swarms/structs/agent.py @@ -447,7 +447,7 @@ class Agent: Name: {self.agent_name} Description: {self.agent_description} Standard Operating Procedure: {self.sop} - System Prompt: {self.system_prompt} + System Prompt: {self.system_prompt} Task: {task} Max Loops: {self.max_loops} Stopping Condition: {self.stopping_condition} @@ -778,7 +778,7 @@ class Agent: Follow this standard operating procedure (SOP) to complete tasks: {self.sop} - + {history} """ return agent_history_prompt @@ -786,7 +786,7 @@ class Agent: system_prompt = self.system_prompt agent_history_prompt = f""" System : {system_prompt} - + {history} """ return agent_history_prompt diff --git a/swarms/structs/async_workflow.py b/swarms/structs/async_workflow.py index fa53c46b..cec65878 100644 --- a/swarms/structs/async_workflow.py +++ b/swarms/structs/async_workflow.py @@ -96,7 +96,8 @@ class AsyncWorkflow: # if self.dashboard: # self.display() - # Add a stopping condition to stop the workflow, if provided but stopping_condition takes in a parameter s for string + # Add a stopping condition to stop the workflow, + # if provided but stopping_condition takes in a parameter s for string if self.stopping_condition: if self.stopping_condition(self.results): break diff --git a/swarms/structs/base_swarm.py b/swarms/structs/base_swarm.py index ed910546..2f6176dc 100644 --- a/swarms/structs/base_swarm.py +++ b/swarms/structs/base_swarm.py @@ -86,10 +86,6 @@ class AbstractSwarm(ABC): def step(self): """Step the swarm""" - # @abstractmethod - def add_agent(self, agent: "Agent"): - """Add a agent to the swarm""" - # @abstractmethod def remove_agent(self, agent: "Agent"): """Remove a agent from the swarm""" diff --git a/swarms/structs/base_workflow.py b/swarms/structs/base_workflow.py index ace1fd3d..982207f7 100644 --- a/swarms/structs/base_workflow.py +++ b/swarms/structs/base_workflow.py @@ -181,7 +181,16 @@ class BaseWorkflow(BaseStructure): >>> workflow.add("Create a report on these metrics", llm) >>> workflow.delete_task("What's the weather in miami") >>> workflow.tasks - [Task(description='Create a report on these metrics', agent=Agent(llm=OpenAIChat(openai_api_key=''), max_loops=1, dashboard=False), args=[], kwargs={}, result=None, history=[])] + [ + Task( + description='Create a report on these metrics', + agent=Agent(llm=OpenAIChat(openai_api_key=''), max_loops=1, dashboard=False), + args=[], + kwargs={}, + result=None, + history=[] + ) + ] """ try: for task in self.tasks: diff --git a/swarms/structs/concurrent_workflow.py b/swarms/structs/concurrent_workflow.py index f36df3b3..2c83895a 100644 --- a/swarms/structs/concurrent_workflow.py +++ b/swarms/structs/concurrent_workflow.py @@ -15,7 +15,8 @@ class ConcurrentWorkflow(BaseStructure): Args: max_workers (int): The maximum number of workers to use for the ThreadPoolExecutor. autosave (bool): Whether to save the state of the workflow to a file. Default is False. - saved_state_filepath (str): The filepath to save the state of the workflow to. Default is "runs/concurrent_workflow.json". + saved_state_filepath (str): + The filepath to save the state of the workflow to. Default is "runs/concurrent_workflow.json". print_results (bool): Whether to print the results of each task. Default is False. return_results (bool): Whether to return the results of each task. Default is False. use_processes (bool): Whether to use processes instead of threads. Default is False. diff --git a/swarms/structs/debate.py b/swarms/structs/debate.py index 95c889d3..c1510ef0 100644 --- a/swarms/structs/debate.py +++ b/swarms/structs/debate.py @@ -19,7 +19,8 @@ class DebatePlayer(Agent): Args: model_name(str): model name name (str): name of this player - temperature (float): higher values make the output more random, while lower values make it more focused and deterministic + temperature (float): + higher values make the output more random, while lower values make it more focused and deterministic openai_api_key (str): As the parameter name suggests sleep_time (float): sleep because of rate limits """ @@ -31,7 +32,8 @@ class Debate: Args: model_name (str): openai model name - temperature (float): higher values make the output more random, while lower values make it more focused and deterministic + temperature (float): + higher values make the output more random, while lower values make it more focused and deterministic num_players (int): num of players save_file_dir (str): dir path to json file openai_api_key (str): As the parameter name suggests @@ -359,6 +361,13 @@ class Debate: # with open(prompts_path, 'w') as file: # json.dump(config, file, ensure_ascii=False, indent=4) -# debate = Debate(save_file_dir=save_file_dir, num_players=3, openai_api_key=openai_api_key, prompts_path=prompts_path, temperature=0, sleep_time=0) +# debate = Debate( +# save_file_dir=save_file_dir, +# num_players=3, +# openai_api_key=openai_api_key, +# prompts_path=prompts_path, +# temperature=0, +# sleep_time=0 +# ) # debate.run() # debate.save_file_to_json(id) diff --git a/swarms/structs/graph_workflow.py b/swarms/structs/graph_workflow.py index 23d90339..d06a5477 100644 --- a/swarms/structs/graph_workflow.py +++ b/swarms/structs/graph_workflow.py @@ -17,7 +17,8 @@ class GraphWorkflow(BaseStructure): connect(from_node, to_node): Connects two nodes in the graph. set_entry_point(node_name): Sets the entry point node for the workflow. add_edge(from_node, to_node): Adds an edge between two nodes in the graph. - add_conditional_edges(from_node, condition, edge_dict): Adds conditional edges from a node to multiple nodes based on a condition. + add_conditional_edges(from_node, condition, edge_dict): + Adds conditional edges from a node to multiple nodes based on a condition. run(): Runs the workflow and returns the graph. Examples: diff --git a/swarms/structs/long_swarm.py b/swarms/structs/long_swarm.py index e24a3e08..7df54726 100644 --- a/swarms/structs/long_swarm.py +++ b/swarms/structs/long_swarm.py @@ -51,23 +51,23 @@ class LongContextSwarmLeader: - prompt (str): The formatted string containing the agent metadata. """ prompt = f""" - + You need to recruit a team of members to solve a task. Select the appropriate member based on the task description: - + # Task Description {task} - + # Members - + Your output must follow this JSON schema below in markdown format: {{ "agent_id": "string", "agent_name": "string", "agent_description": "string" }} - + """ for agent in self.agents: prompt += ( @@ -83,7 +83,7 @@ class LongContextSwarmLeader: You are the leader of a team of {len(self.agents)} members. Your team will need to collaborate to solve a task. The rule is: - + 1. Only you know the task description and task objective; the other members do not. 2. But they will receive different documents that @@ -95,13 +95,13 @@ class LongContextSwarmLeader: explicitly include the task objective. 4. Finally, you need to complete the task based on the query results they return. - + # Task Description: {task_description} - + # Task Objective: {task} - + # Generate Instruction for Members: Now, you need to generate an instruction for all team members. You can ask them to answer a @@ -110,7 +110,7 @@ class LongContextSwarmLeader: Your output must following the JSON format: {{"type": "instruction", "content": "your_instruction_content"}} - + """ return prompt diff --git a/swarms/structs/majority_voting.py b/swarms/structs/majority_voting.py index fc4f8018..573684b0 100644 --- a/swarms/structs/majority_voting.py +++ b/swarms/structs/majority_voting.py @@ -129,7 +129,8 @@ class MajorityVoting: multithreaded (bool, optional): Whether to run the agents using multithreading. Defaults to False. multiprocess (bool, optional): Whether to run the agents using multiprocessing. Defaults to False. asynchronous (bool, optional): Whether to run the agents asynchronously. Defaults to False. - output_parser (callable, optional): A callable function to parse the output of the majority voting system. Defaults to None. + output_parser (callable, optional): A callable function to parse the output + of the majority voting system. Defaults to None. Examples: >>> from swarms.structs.agent import Agent diff --git a/swarms/structs/message_pool.py b/swarms/structs/message_pool.py index 37dbb19e..552b4a9b 100644 --- a/swarms/structs/message_pool.py +++ b/swarms/structs/message_pool.py @@ -68,11 +68,17 @@ class MessagePool(BaseSwarm): >>> message_pool.add(agent=agent2, content="Hello, agent1!", turn=1) >>> message_pool.add(agent=agent3, content="Hello, agent1!", turn=1) >>> message_pool.get_all_messages() - [{'agent': Agent(agent_name='agent1'), 'content': 'Hello, agent2!', 'turn': 1, 'visible_to': 'all', 'logged': True}, {'agent': Agent(agent_name='agent2'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}, {'agent': Agent(agent_name='agent3'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}] - >>> message_pool.get_visible_messages(agent=agent1, turn=1) - [{'agent': Agent(agent_name='agent1'), 'content': 'Hello, agent2!', 'turn': 1, 'visible_to': 'all', 'logged': True}, {'agent': Agent(agent_name='agent2'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}, {'agent': Agent(agent_name='agent3'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}] + [{'agent': Agent(agent_name='agent1'), 'content': 'Hello, agent2!', 'turn': 1, 'visible_to': 'all', 'logged': True}, + {'agent': Agent(agent_name='agent2'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}, + {'agent': Agent(agent_name='agent3'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}] >>> message_pool.get_visible_messages(agent=agent2, turn=1) - [{'agent': Agent(agent_name='agent1'), 'content': 'Hello, agent2!', 'turn': 1, 'visible_to': 'all', 'logged': True}, {'agent': Agent(agent_name='agent2'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}, {'agent': Agent(agent_name='agent3'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}] + [{'agent': Agent(agent_name='agent1'), 'content': 'Hello, agent2!', 'turn': 1, 'visible_to': 'all', 'logged': True}, + {'agent': Agent(agent_name='agent2'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}, + {'agent': Agent(agent_name='agent3'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}] + >>> message_pool.get_visible_messages(agent=agent2, turn=1) + [{'agent': Agent(agent_name='agent1'), 'content': 'Hello, agent2!', 'turn': 1, 'visible_to': 'all', 'logged': True}, + {'agent': Agent(agent_name='agent2'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}, + {'agent': Agent(agent_name='agent3'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}] """ def __init__( diff --git a/swarms/tools/tool_func_doc_scraper.py b/swarms/tools/tool_func_doc_scraper.py index fccfc6a1..60e6de6f 100644 --- a/swarms/tools/tool_func_doc_scraper.py +++ b/swarms/tools/tool_func_doc_scraper.py @@ -12,7 +12,8 @@ def scrape_tool_func_docs(fn: Callable) -> str: fn (Callable): The function to scrape. Returns: - str: A string containing the function's name, documentation string, and a list of its parameters. Each parameter is represented as a line containing the parameter's name, default value, and annotation. + str: A string containing the function's name, documentation string, and a list of its parameters. + Each parameter is represented as a line containing the parameter's name, default value, and annotation. """ try: # If the function is a tool, get the original function diff --git a/swarms/tools/tool_utils.py b/swarms/tools/tool_utils.py index ee6b6391..3f51187d 100644 --- a/swarms/tools/tool_utils.py +++ b/swarms/tools/tool_utils.py @@ -85,7 +85,7 @@ def tools_prompt_prep(docs: str = None, scenarios: str = SCENARIOS): You will be provided with a list of APIs. These APIs will have a description and a list of parameters and return types for each tool. Your task involves creating varied, complex, and detailed user scenarios - that require to call API calls. You must select what api to call based on + that require to call API calls. You must select what api to call based on the context of the task and the scenario. For instance, given the APIs: SearchHotels, BookHotel, CancelBooking, @@ -116,14 +116,14 @@ def tools_prompt_prep(docs: str = None, scenarios: str = SCENARIOS): different combination of APIs for each scenario. All APIs must be used in at least one scenario. You can only use the APIs provided in the APIs section. - + Note that API calls are not explicitly mentioned and their uses are included in parentheses. This behaviour should be mimicked in your response. - - Output the tool usage in a strict json format with the function name and input to + + Output the tool usage in a strict json format with the function name and input to the function. For example, Deliver your response in this format: - + ‘‘‘ {scenarios} ‘‘‘ diff --git a/swarms/utils/apa.py b/swarms/utils/apa.py index 05b25c5c..bbb7271c 100644 --- a/swarms/utils/apa.py +++ b/swarms/utils/apa.py @@ -83,7 +83,7 @@ class TestResult: prompt = f""" This function has been executed for {self.visit_times} times. Last execution: 1.Status: {self.runtime_status.name} -2.Input: +2.Input: {self.input_data} 3.Output: @@ -108,7 +108,7 @@ class Action: def to_json(self): try: tool_output = json.loads(self.tool_output) - except: + except json.JSONDecodeError: tool_output = self.tool_output return { "thought": self.thought, diff --git a/swarms/utils/load_model_torch.py b/swarms/utils/load_model_torch.py index 53649e93..bda898ac 100644 --- a/swarms/utils/load_model_torch.py +++ b/swarms/utils/load_model_torch.py @@ -18,7 +18,8 @@ def load_model_torch( model_path (str): Path to the saved model file. device (torch.device): Device to move the model to. model (nn.Module): The model architecture, if the model file only contains the state dictionary. - strict (bool): Whether to strictly enforce that the keys in the state dictionary match the keys returned by the model's `state_dict()` function. + strict (bool): Whether to strictly enforce that the keys in the state dictionary match the keys returned by the model's + `state_dict()` function. map_location (callable): A function to remap the storage locations of the loaded model. *args: Additional arguments to pass to `torch.load`. **kwargs: Additional keyword arguments to pass to `torch.load`. From 3456159e84b9a1c35aa1a97f6adbb7062ae0fd4c Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Mon, 26 Feb 2024 17:38:21 -0500 Subject: [PATCH 191/254] Universal setup action --- .github/{ => library/setup}/action.yml | 22 ++++++++++++++++------ .github/workflows/RELEASE.yml | 9 +-------- .github/workflows/docs.yml | 5 +---- .github/workflows/lint.yml | 8 +++----- .github/workflows/pylint.yml | 6 +----- .github/workflows/python-app.yml | 11 +---------- .github/workflows/python-package.yml | 10 +--------- .github/workflows/python-publish.yml | 10 +--------- .github/workflows/test.yml | 9 +-------- .github/workflows/test_pr.yml | 10 ++-------- .github/workflows/testing.yml | 7 +------ .github/workflows/unit-test.yml | 8 +------- 12 files changed, 30 insertions(+), 85 deletions(-) rename .github/{ => library/setup}/action.yml (66%) diff --git a/.github/action.yml b/.github/library/setup/action.yml similarity index 66% rename from .github/action.yml rename to .github/library/setup/action.yml index 9de56b99..b9f509c7 100644 --- a/.github/action.yml +++ b/.github/library/setup/action.yml @@ -1,15 +1,20 @@ ---- -name: "Init Environment" -description: "Initialize environment for tests" +name: "Setup" +description: Setup the environment for the project +inputs: + python-version: + description: "Python version to use" + required: false + default: "3.10" + runs: using: "composite" steps: - name: Checkout actions - uses: actions/checkout@v3 - - name: Set up Python ${{ matrix.python-version }} + uses: actions/checkout@v4 + - name: Set up Python ${{ inputs.python-version }} uses: actions/setup-python@v4 with: - python-version: ${{ matrix.python-version }} + python-version: ${{ inputs.python-version }} - name: Install and configure Poetry uses: snok/install-poetry@v1 with: @@ -31,3 +36,8 @@ runs: source .venv/bin/activate echo PATH=$PATH >> $GITHUB_ENV shell: bash + - name: "Install apt dependencies" + run: | + sudo apt-get update + sudo apt-get install -y python3-opencv + shell: bash diff --git a/.github/workflows/RELEASE.yml b/.github/workflows/RELEASE.yml index 0ca7dacd..af0886b5 100644 --- a/.github/workflows/RELEASE.yml +++ b/.github/workflows/RELEASE.yml @@ -17,14 +17,7 @@ jobs: && ${{ contains(github.event.pull_request.labels.*.name, 'release') }} runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 - - name: Install poetry - run: pipx install poetry==$POETRY_VERSION - - name: Set up Python 3.10 - uses: actions/setup-python@v5 - with: - python-version: "3.10" - cache: "poetry" + - uses: ./.github/library/setup - name: Build project for distribution run: poetry build - name: Check Version diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml index b4b08dc4..7bc21b69 100644 --- a/.github/workflows/docs.yml +++ b/.github/workflows/docs.yml @@ -10,10 +10,7 @@ jobs: deploy: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 - - uses: actions/setup-python@v5 - with: - python-version: 3.x + - uses: ./.github/library/setup - run: pip install mkdocs-material - run: pip install mkdocs-glightbox - run: pip install "mkdocstrings[python]" diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml index 06d57c82..02aea862 100644 --- a/.github/workflows/lint.yml +++ b/.github/workflows/lint.yml @@ -5,21 +5,19 @@ jobs: yaml-lint: runs-on: ubuntu-latest steps: - - name: Check out source repository - uses: actions/checkout@v4 + - uses: ./.github/library/setup - name: yaml Lint uses: ibiqlik/action-yamllint@v3 flake8-lint: runs-on: ubuntu-latest name: flake8 Lint steps: - - name: Check out source repository - uses: actions/checkout@v4 + - uses: ./.github/library/setup - name: Set up Python environment uses: py-actions/flake8@v2 ruff-lint: runs-on: ubuntu-latest name: ruff Lint steps: - - uses: actions/checkout@v4 + - uses: ./.github/library/setup - uses: chartboost/ruff-action@v1 diff --git a/.github/workflows/pylint.yml b/.github/workflows/pylint.yml index 8b8aa175..9f336274 100644 --- a/.github/workflows/pylint.yml +++ b/.github/workflows/pylint.yml @@ -8,11 +8,7 @@ jobs: matrix: python-version: ["3.10", "3.11", "3.12"] steps: - - uses: actions/checkout@v4 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v5 - with: - python-version: ${{ matrix.python-version }} + - uses: ./.github/library/setup - name: Install dependencies run: | python -m pip install --upgrade pip diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml index f6aef90b..4a3b00b0 100644 --- a/.github/workflows/python-app.yml +++ b/.github/workflows/python-app.yml @@ -14,16 +14,7 @@ jobs: build: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 - - name: Set up Python 3.10 - uses: actions/setup-python@v5 - with: - python-version: "3.10" - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install flake8 pytest swarms - if [ -f requirements.txt ]; then pip install -r requirements.txt; fi + - uses: ./.github/library/setup - name: Lint with flake8 run: | # stop the build if there are Python syntax errors or undefined names diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml index 49e6b9a1..fc303c9a 100644 --- a/.github/workflows/python-package.yml +++ b/.github/workflows/python-package.yml @@ -16,17 +16,9 @@ jobs: matrix: python-version: ["3.10", "3.11", "3.12"] steps: - - uses: actions/checkout@v4 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v5 + - uses: ./.github/library/setup with: python-version: ${{ matrix.python-version }} - - name: Install dependencies - run: | - python -m pip install --upgrade pip - python -m pip install --upgrade swarms - python -m pip install flake8 pytest swarms - if [ -f requirements.txt ]; then pip install -r requirements.txt; fi - name: Lint with flake8 run: | # stop the build if there are Python syntax errors or undefined names diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml index 429829f1..e2b9bdd7 100644 --- a/.github/workflows/python-publish.yml +++ b/.github/workflows/python-publish.yml @@ -9,15 +9,7 @@ jobs: deploy: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 - - name: Set up Python - uses: actions/setup-python@v5 - with: - python-version: '3.x' - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install build + - uses: ./.github/library/setup - name: Build package run: python -m build - name: Publish package diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index f0596c9b..ab4f4927 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -14,15 +14,8 @@ jobs: - "3.10" - "3.11" steps: - - uses: actions/checkout@v4 - - name: Set up Python ${{ matrix.python-version }} - id: setup-python - uses: actions/setup-python@v4 + - uses: ./.github/library/setup with: python-version: ${{ matrix.python-version }} - - name: Set up Poetry - uses: "snok/install-poetry@v1" - - name: Install dependencies - run: poetry install --no-root --no-interaction - name: Run tests run: pytest diff --git a/.github/workflows/test_pr.yml b/.github/workflows/test_pr.yml index a6b12c7b..4e6a9e20 100644 --- a/.github/workflows/test_pr.yml +++ b/.github/workflows/test_pr.yml @@ -15,10 +15,7 @@ jobs: name: pytype 3.10 runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 - - uses: actions/setup-python@v5 - with: - python-version: "3.10" + - uses: ./.github/library/setup - name: Run pytype run: | python --version @@ -29,10 +26,7 @@ jobs: name: Check format with black runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 - - uses: actions/setup-python@v5 - with: - python-version: "3.11" + - uses: ./.github/library/setup - name: Check format run: | python --version diff --git a/.github/workflows/testing.yml b/.github/workflows/testing.yml index 554798ef..42ffb5bd 100644 --- a/.github/workflows/testing.yml +++ b/.github/workflows/testing.yml @@ -8,15 +8,10 @@ jobs: test: runs-on: ubuntu-latest steps: - - name: Checkout code - uses: actions/checkout@v4 + - uses: ./.github/library/setup - name: Set up Python uses: actions/setup-python@v5 with: python-version: "3.10" - - name: Install dependencies - run: | - pip install -r requirements.txt - pip install pytest - name: Run unit tests run: pytest diff --git a/.github/workflows/unit-test.yml b/.github/workflows/unit-test.yml index ac73b282..efd398c6 100644 --- a/.github/workflows/unit-test.yml +++ b/.github/workflows/unit-test.yml @@ -9,16 +9,10 @@ jobs: build: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 - - name: Setup Python - uses: actions/setup-python@v5 - with: - python-version: "3.10" + - uses: ./.github/library/setup - name: Install dependencies run: | - pip install -r requirements.txt pip install pytest - pip install swarms - name: Run Python unit tests run: pytest - name: Verify that the Docker image for the action builds From 32a8bc811f9f738038be5cc113d046568146d84c Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Mon, 26 Feb 2024 17:41:00 -0500 Subject: [PATCH 192/254] You have to checkout before --- .github/library/setup/action.yml | 2 -- .github/workflows/RELEASE.yml | 1 + .github/workflows/docs.yml | 1 + .github/workflows/lint.yml | 3 +++ .github/workflows/pylint.yml | 1 + .github/workflows/python-app.yml | 1 + .github/workflows/python-package.yml | 1 + .github/workflows/python-publish.yml | 1 + .github/workflows/test.yml | 1 + .github/workflows/test_pr.yml | 2 ++ .github/workflows/testing.yml | 1 + .github/workflows/unit-test.yml | 1 + 12 files changed, 14 insertions(+), 2 deletions(-) diff --git a/.github/library/setup/action.yml b/.github/library/setup/action.yml index b9f509c7..f8c2242f 100644 --- a/.github/library/setup/action.yml +++ b/.github/library/setup/action.yml @@ -9,8 +9,6 @@ inputs: runs: using: "composite" steps: - - name: Checkout actions - uses: actions/checkout@v4 - name: Set up Python ${{ inputs.python-version }} uses: actions/setup-python@v4 with: diff --git a/.github/workflows/RELEASE.yml b/.github/workflows/RELEASE.yml index af0886b5..a2a96311 100644 --- a/.github/workflows/RELEASE.yml +++ b/.github/workflows/RELEASE.yml @@ -17,6 +17,7 @@ jobs: && ${{ contains(github.event.pull_request.labels.*.name, 'release') }} runs-on: ubuntu-latest steps: + - uses: actions/checkout@v4 - uses: ./.github/library/setup - name: Build project for distribution run: poetry build diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml index 7bc21b69..e04fb4c7 100644 --- a/.github/workflows/docs.yml +++ b/.github/workflows/docs.yml @@ -10,6 +10,7 @@ jobs: deploy: runs-on: ubuntu-latest steps: + - uses: actions/checkout@v4 - uses: ./.github/library/setup - run: pip install mkdocs-material - run: pip install mkdocs-glightbox diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml index 02aea862..b211fe1e 100644 --- a/.github/workflows/lint.yml +++ b/.github/workflows/lint.yml @@ -5,6 +5,7 @@ jobs: yaml-lint: runs-on: ubuntu-latest steps: + - uses: actions/checkout@v4 - uses: ./.github/library/setup - name: yaml Lint uses: ibiqlik/action-yamllint@v3 @@ -12,6 +13,7 @@ jobs: runs-on: ubuntu-latest name: flake8 Lint steps: + - uses: actions/checkout@v4 - uses: ./.github/library/setup - name: Set up Python environment uses: py-actions/flake8@v2 @@ -19,5 +21,6 @@ jobs: runs-on: ubuntu-latest name: ruff Lint steps: + - uses: actions/checkout@v4 - uses: ./.github/library/setup - uses: chartboost/ruff-action@v1 diff --git a/.github/workflows/pylint.yml b/.github/workflows/pylint.yml index 9f336274..ae3e04ee 100644 --- a/.github/workflows/pylint.yml +++ b/.github/workflows/pylint.yml @@ -8,6 +8,7 @@ jobs: matrix: python-version: ["3.10", "3.11", "3.12"] steps: + - uses: actions/checkout@v4 - uses: ./.github/library/setup - name: Install dependencies run: | diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml index 4a3b00b0..8da742d7 100644 --- a/.github/workflows/python-app.yml +++ b/.github/workflows/python-app.yml @@ -14,6 +14,7 @@ jobs: build: runs-on: ubuntu-latest steps: + - uses: actions/checkout@v4 - uses: ./.github/library/setup - name: Lint with flake8 run: | diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml index fc303c9a..1360b0be 100644 --- a/.github/workflows/python-package.yml +++ b/.github/workflows/python-package.yml @@ -16,6 +16,7 @@ jobs: matrix: python-version: ["3.10", "3.11", "3.12"] steps: + - uses: actions/checkout@v4 - uses: ./.github/library/setup with: python-version: ${{ matrix.python-version }} diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml index e2b9bdd7..bbeec600 100644 --- a/.github/workflows/python-publish.yml +++ b/.github/workflows/python-publish.yml @@ -9,6 +9,7 @@ jobs: deploy: runs-on: ubuntu-latest steps: + - uses: actions/checkout@v4 - uses: ./.github/library/setup - name: Build package run: python -m build diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index ab4f4927..17538857 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -14,6 +14,7 @@ jobs: - "3.10" - "3.11" steps: + - uses: actions/checkout@v4 - uses: ./.github/library/setup with: python-version: ${{ matrix.python-version }} diff --git a/.github/workflows/test_pr.yml b/.github/workflows/test_pr.yml index 4e6a9e20..44ec883a 100644 --- a/.github/workflows/test_pr.yml +++ b/.github/workflows/test_pr.yml @@ -15,6 +15,7 @@ jobs: name: pytype 3.10 runs-on: ubuntu-latest steps: + - uses: actions/checkout@v4 - uses: ./.github/library/setup - name: Run pytype run: | @@ -26,6 +27,7 @@ jobs: name: Check format with black runs-on: ubuntu-latest steps: + - uses: actions/checkout@v4 - uses: ./.github/library/setup - name: Check format run: | diff --git a/.github/workflows/testing.yml b/.github/workflows/testing.yml index 42ffb5bd..ab509666 100644 --- a/.github/workflows/testing.yml +++ b/.github/workflows/testing.yml @@ -8,6 +8,7 @@ jobs: test: runs-on: ubuntu-latest steps: + - uses: actions/checkout@v4 - uses: ./.github/library/setup - name: Set up Python uses: actions/setup-python@v5 diff --git a/.github/workflows/unit-test.yml b/.github/workflows/unit-test.yml index efd398c6..44394f1e 100644 --- a/.github/workflows/unit-test.yml +++ b/.github/workflows/unit-test.yml @@ -9,6 +9,7 @@ jobs: build: runs-on: ubuntu-latest steps: + - uses: actions/checkout@v4 - uses: ./.github/library/setup - name: Install dependencies run: | From f32d9d0e24e252cfc1249f7e4cc799addc9a0879 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Mon, 26 Feb 2024 17:42:23 -0500 Subject: [PATCH 193/254] Fix poetry arguments --- .github/library/setup/action.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/library/setup/action.yml b/.github/library/setup/action.yml index f8c2242f..8f43cfdf 100644 --- a/.github/library/setup/action.yml +++ b/.github/library/setup/action.yml @@ -27,7 +27,7 @@ runs: key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }} - name: Install dependencies if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' - run: poetry install --no-interaction --no-root --with test --with dev --all-extras + run: poetry install --no-interaction --no-root --all-extras shell: bash - name: Activate venv run: | From 2db69449500750f285f74caf97931ee12c59e9f3 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Mon, 26 Feb 2024 17:48:36 -0500 Subject: [PATCH 194/254] Fix caching --- .github/library/setup/action.yml | 2 +- poetry.lock | 6316 ++++++++++++++++++++++++++++++ 2 files changed, 6317 insertions(+), 1 deletion(-) create mode 100644 poetry.lock diff --git a/.github/library/setup/action.yml b/.github/library/setup/action.yml index 8f43cfdf..3197e0ad 100644 --- a/.github/library/setup/action.yml +++ 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hash = "sha256:567bd9a6c562078210023daf00538beb5239f744fe339b33232740ef857ef904"}, ] [package.dependencies] @@ -6313,4 +6476,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.10" -content-hash = "aa00e99482d5852d9aaaaff05ce7a254c43661f8c2fd354de0eeb764b392504c" +content-hash = "3c17131d11b4d2f8b48442863e2dde68a4046be12bf78bcd30e5de73070e9d5c" diff --git a/pyproject.toml b/pyproject.toml index 9d99a831..40a33c34 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -34,7 +34,7 @@ asyncio = "3.4.3" einops = "0.7.0" google-generativeai = "0.3.1" langchain-experimental = "0.0.10" -tensorflow = "*" +tensorflow = "^2.15.0" weaviate-client = "3.25.3" opencv-python-headless = "4.8.1.78" faiss-cpu = "1.7.4" From 04023725d8b29022cd2d6f756195ef8d1b86077f Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Tue, 27 Feb 2024 14:50:07 -0500 Subject: [PATCH 196/254] Never thought it would have run out of space! --- .github/library/setup/action.yml | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/.github/library/setup/action.yml b/.github/library/setup/action.yml index 3197e0ad..4a961b6d 100644 --- a/.github/library/setup/action.yml +++ b/.github/library/setup/action.yml @@ -34,8 +34,8 @@ runs: source .venv/bin/activate echo PATH=$PATH >> $GITHUB_ENV shell: bash - - name: "Install apt dependencies" - run: | - sudo apt-get update - sudo apt-get install -y python3-opencv - shell: bash + # - name: "Install apt dependencies" + # run: | + # sudo apt-get update + # sudo apt-get install -y python3-opencv + # shell: bash From 4c330ccd44ca47e1a095b7ffd9af64889245957c Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Tue, 27 Feb 2024 14:53:15 -0500 Subject: [PATCH 197/254] Update exclude list in ruff.toml --- ruff.toml | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/ruff.toml b/ruff.toml index 12322827..2bad1d65 100644 --- a/ruff.toml +++ b/ruff.toml @@ -1,4 +1,10 @@ -exclude = ["./playground", "./tests", "./scripts"] +exclude = [ + "./playground", + "./tests", + "./scripts", + # GH Actions + "./lib", +] line-length = 127 [lint] From 71d4d6c8e53cff8eb9283317d2e40c4178166559 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Tue, 27 Feb 2024 14:57:43 -0500 Subject: [PATCH 198/254] debugging --- .github/workflows/lint.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml index b211fe1e..08fe9f4c 100644 --- a/.github/workflows/lint.yml +++ b/.github/workflows/lint.yml @@ -17,6 +17,8 @@ jobs: - uses: ./.github/library/setup - name: Set up Python environment uses: py-actions/flake8@v2 + with: + args: --verbose ruff-lint: runs-on: ubuntu-latest name: ruff Lint From 93c9cbffb986db8f988e3e3f9368e4666ca126e7 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Tue, 27 Feb 2024 14:57:50 -0500 Subject: [PATCH 199/254] fix yamllint --- .yamllint | 4 ++++ ruff.toml | 8 +------- 2 files changed, 5 insertions(+), 7 deletions(-) diff --git a/.yamllint b/.yamllint index 237e7d23..8cf76e54 100644 --- a/.yamllint +++ b/.yamllint @@ -7,3 +7,7 @@ rules: truthy: # GitHub Actions check-keys: false + +ignore: + # GH Actions + - ./lib diff --git a/ruff.toml b/ruff.toml index 2bad1d65..12322827 100644 --- a/ruff.toml +++ b/ruff.toml @@ -1,10 +1,4 @@ -exclude = [ - "./playground", - "./tests", - "./scripts", - # GH Actions - "./lib", -] +exclude = ["./playground", "./tests", "./scripts"] line-length = 127 [lint] From 342e4d7b417a474177d3798519910a927c473855 Mon Sep 17 00:00:00 2001 From: Kye Date: Tue, 27 Feb 2024 19:06:49 -0800 Subject: [PATCH 200/254] [CLEANUP] --- .gitignore | 2 +- Cargo.toml | 23 ++++---- playground/agents/multion_agent.py | 1 + .../{qdrant/usage_example.py => qdrant.py} | 1 - pyproject.toml | 5 +- .../rust_scripts}/concurrent_exec.rs | 0 .../rust_scripts}/cuda_wrapper.rs | 0 .../rust_scripts}/file_utils.rs | 0 .../rust_scripts}/multi_threading.rs | 0 src/main.rs | 59 +++++++++++++++++++ 10 files changed, 75 insertions(+), 16 deletions(-) rename playground/memory/{qdrant/usage_example.py => qdrant.py} (90%) rename {runtime => scripts/rust_scripts}/concurrent_exec.rs (100%) rename {runtime => scripts/rust_scripts}/cuda_wrapper.rs (100%) rename {runtime => scripts/rust_scripts}/file_utils.rs (100%) rename {runtime => scripts/rust_scripts}/multi_threading.rs (100%) create mode 100644 src/main.rs diff --git a/.gitignore b/.gitignore index bc35715f..d142b5e4 100644 --- a/.gitignore +++ b/.gitignore @@ -15,7 +15,7 @@ Unit Testing Agent_state.json swarms/__pycache__ venv .DS_Store - +Cargo.lock .DS_STORE Cargo.lock swarms/agents/.DS_Store diff --git a/Cargo.toml b/Cargo.toml index 142a8652..87d3cd0a 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,14 +1,15 @@ [package] -name = "engine" -version = "0.1.0" -edition = "2018" - -[lib] -name = "engine" -path = "runtime/concurrent_exec.rs" -crate-type = ["cdylib"] +name = "swarms-runtime" # The name of your project +version = "0.1.0" # The current version, adhering to semantic versioning +edition = "2021" # Specifies which edition of Rust you're using, e.g., 2018 or 2021 +authors = ["Your Name "] # Optional: specify the package authors +license = "MIT" # Optional: the license for your project +description = "A brief description of my project" # Optional: a short description of your project [dependencies] -pyo3 = { version = "0.15", features = ["extension-module"] } -rayon = "1.5.1" -log = "0.4.14" +cpython = "0.5" +rayon = "1.5" + +[dependencies.pyo3] +version = "0.20.3" +features = ["extension-module", "auto-initialize"] diff --git a/playground/agents/multion_agent.py b/playground/agents/multion_agent.py index 5534ddce..d1a02b8e 100644 --- a/playground/agents/multion_agent.py +++ b/playground/agents/multion_agent.py @@ -5,6 +5,7 @@ from swarms import Agent, ConcurrentWorkflow, Task # model model = MultiOnAgent(multion_api_key="api-key") + # out = model.run("search for a recipe") agent = Agent( agent_name="MultiOnAgent", diff --git a/playground/memory/qdrant/usage_example.py b/playground/memory/qdrant.py similarity index 90% rename from playground/memory/qdrant/usage_example.py rename to playground/memory/qdrant.py index b85f3089..8004ae02 100644 --- a/playground/memory/qdrant/usage_example.py +++ b/playground/memory/qdrant.py @@ -14,7 +14,6 @@ docs = loader.load() qdrant_client = qdrant.Qdrant( host="https://697ea26c-2881-4e17-8af4-817fcb5862e8.europe-west3-0.gcp.cloud.qdrant.io", collection_name="qdrant", - api_key="BhG2_yINqNU-aKovSEBadn69Zszhbo5uaqdJ6G_qDkdySjAljvuPqQ", ) qdrant_client.add_vectors(docs) diff --git a/pyproject.toml b/pyproject.toml index 00b4ae20..5bc05303 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,12 +1,11 @@ [build-system] -requires = ["poetry-core>=1.0.0", "maturin"] +requires = ["poetry-core>=1.0.0"] build-backend = "poetry.core.masonry.api" - [tool.poetry] name = "swarms" -version = "4.1.9" +version = "4.2.0" description = "Swarms - Pytorch" license = "MIT" authors = ["Kye Gomez "] diff --git a/runtime/concurrent_exec.rs b/scripts/rust_scripts/concurrent_exec.rs similarity index 100% rename from runtime/concurrent_exec.rs rename to scripts/rust_scripts/concurrent_exec.rs diff --git a/runtime/cuda_wrapper.rs b/scripts/rust_scripts/cuda_wrapper.rs similarity index 100% rename from runtime/cuda_wrapper.rs rename to scripts/rust_scripts/cuda_wrapper.rs diff --git a/runtime/file_utils.rs b/scripts/rust_scripts/file_utils.rs similarity index 100% rename from runtime/file_utils.rs rename to scripts/rust_scripts/file_utils.rs diff --git a/runtime/multi_threading.rs b/scripts/rust_scripts/multi_threading.rs similarity index 100% rename from runtime/multi_threading.rs rename to scripts/rust_scripts/multi_threading.rs diff --git a/src/main.rs b/src/main.rs new file mode 100644 index 00000000..aff411b3 --- /dev/null +++ b/src/main.rs @@ -0,0 +1,59 @@ +use pyo3::prelude::*; +use pyo3::types::PyList; +use rayon::prelude::*; +use std::fs; +use std::time::Instant; + +// Define the new execute function +fn execute(script_path: &str, threads: usize) -> PyResult<()> { + (0..threads).into_par_iter().for_each(|_| { + Python::with_gil(|py| { + let sys = py.import("sys").unwrap(); + let path: &PyList = match sys.getattr("path") { + Ok(path) => match path.downcast() { + Ok(path) => path, + Err(e) => { + eprintln!("Failed to downcast path: {:?}", e); + return; + } + }, + Err(e) => { + eprintln!("Failed to get path attribute: {:?}", e); + return; + } + }; + + if let Err(e) = path.append("lib/python3.11/site-packages") { + eprintln!("Failed to append path: {:?}", e); + } + + let script = fs::read_to_string(script_path).unwrap(); + py.run(&script, None, None).unwrap(); + }); + }); + Ok(()) +} + +fn main() -> PyResult<()> { + let args: Vec = std::env::args().collect(); + let threads = 20; + + if args.len() < 2 { + eprintln!("Usage: {} ", args[0]); + std::process::exit(1); + } + let script_path = &args[1]; + + let start = Instant::now(); + + // Call the execute function + execute(script_path, threads)?; + + let duration = start.elapsed(); + match fs::write("/tmp/elapsed.time", format!("booting time: {:?}", duration)) { + Ok(_) => println!("Successfully wrote elapsed time to /tmp/elapsed.time"), + Err(e) => eprintln!("Failed to write elapsed time: {:?}", e), + } + + Ok(()) +} From f8f57ee4891bde3b9e7469f8f1f2c0b17ec85ec8 Mon Sep 17 00:00:00 2001 From: Kye Date: Tue, 27 Feb 2024 19:08:21 -0800 Subject: [PATCH 201/254] [CLEANP] --- src/main.rs | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/main.rs b/src/main.rs index aff411b3..50781398 100644 --- a/src/main.rs +++ b/src/main.rs @@ -5,7 +5,7 @@ use std::fs; use std::time::Instant; // Define the new execute function -fn execute(script_path: &str, threads: usize) -> PyResult<()> { +fn exec_concurrently(script_path: &str, threads: usize) -> PyResult<()> { (0..threads).into_par_iter().for_each(|_| { Python::with_gil(|py| { let sys = py.import("sys").unwrap(); @@ -47,7 +47,7 @@ fn main() -> PyResult<()> { let start = Instant::now(); // Call the execute function - execute(script_path, threads)?; + exec_concurrently(script_path, threads)?; let duration = start.elapsed(); match fs::write("/tmp/elapsed.time", format!("booting time: {:?}", duration)) { From 58a72ad2d6c5bc731d9f63e0b218be32041425cf Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 28 Feb 2024 10:27:34 -0800 Subject: [PATCH 202/254] [DOCS] --- docs/limits_of_individual_agents.md | 51 +++++++++++++++++++++++++++++ mkdocs.yml | 1 + swarms/structs/async_workflow.py | 3 +- 3 files changed, 54 insertions(+), 1 deletion(-) create mode 100644 docs/limits_of_individual_agents.md diff --git a/docs/limits_of_individual_agents.md b/docs/limits_of_individual_agents.md new file mode 100644 index 00000000..d6e802a5 --- /dev/null +++ b/docs/limits_of_individual_agents.md @@ -0,0 +1,51 @@ +# The Limits of Individual Agents + +- Context Window Limits +- Single Task Execution +- Hallucination +- No collaboration + + +In the rapidly evolving field of artificial intelligence, individual agents have pushed the boundaries of what machines can learn and accomplish. However, despite their impressive capabilities, these agents face inherent limitations that can hinder their effectiveness in complex, real-world applications. This discussion explores the critical constraints of individual agents, such as context window limits, hallucination, single-task threading, and lack of collaboration, and illustrates how multi-agent collaboration can address these limitations. + +#### Context Window Limits + +One of the most significant constraints of individual agents, particularly in the domain of language models, is the context window limit. This limitation refers to the maximum amount of information an agent can consider at any given time. For instance, many language models can only process a fixed number of tokens (words or characters) in a single inference, restricting their ability to understand and generate responses based on longer texts. This limitation can lead to a lack of coherence in longer compositions and an inability to maintain context in extended conversations or documents. + +#### Hallucination + +Hallucination in AI refers to the phenomenon where an agent generates information that is not grounded in the input data or real-world facts. This can manifest as making up facts, entities, or events that do not exist or are incorrect. Hallucinations pose a significant challenge in ensuring the reliability and trustworthiness of AI-generated content, particularly in critical applications such as news generation, academic research, and legal advice. + +#### Single Task Threading + +Individual agents are often designed to excel at specific tasks, leveraging their architecture and training data to optimize performance in a narrowly defined domain. However, this specialization can also be a drawback, as it limits the agent's ability to multitask or adapt to tasks that fall outside its primary domain. Single-task threading means an agent may excel in language translation but struggle with image recognition or vice versa, necessitating the deployment of multiple specialized agents for comprehensive AI solutions. + +#### Lack of Collaboration + +Traditional AI agents operate in isolation, processing inputs and generating outputs independently. This isolation limits their ability to leverage diverse perspectives, share knowledge, or build upon the insights of other agents. In complex problem-solving scenarios, where multiple facets of a problem need to be addressed simultaneously, this lack of collaboration can lead to suboptimal solutions or an inability to tackle multifaceted challenges effectively. + +# The Elegant yet Simple Solution + +- ## Multi-Agent Collaboration + +Recognizing the limitations of individual agents, researchers and practitioners have explored the potential of multi-agent collaboration as a means to transcend these constraints. Multi-agent systems comprise several agents that can interact, communicate, and collaborate to achieve common goals or solve complex problems. This collaborative approach offers several advantages: + +#### Overcoming Context Window Limits + +By dividing a large task among multiple agents, each focusing on different segments of the problem, multi-agent systems can effectively overcome the context window limits of individual agents. For instance, in processing a long document, different agents could be responsible for understanding and analyzing different sections, pooling their insights to generate a coherent understanding of the entire text. + +#### Mitigating Hallucination + +Through collaboration, agents can cross-verify facts and information, reducing the likelihood of hallucinations. If one agent generates a piece of information, other agents can provide checks and balances, verifying the accuracy against known data or through consensus mechanisms. + +#### Enhancing Multitasking Capabilities + +Multi-agent systems can tackle tasks that require a diverse set of skills by leveraging the specialization of individual agents. For example, in a complex project that involves both natural language processing and image analysis, one agent specialized in text can collaborate with another specialized in visual data, enabling a comprehensive approach to the task. + +#### Facilitating Collaboration and Knowledge Sharing + +Multi-agent collaboration inherently encourages the sharing of knowledge and insights, allowing agents to learn from each other and improve their collective performance. This can be particularly powerful in scenarios where iterative learning and adaptation are crucial, such as dynamic environments or tasks that evolve over time. + +### Conclusion + +While individual AI agents have made remarkable strides in various domains, their inherent limitations necessitate innovative approaches to unlock the full potential of artificial intelligence. Multi-agent collaboration emerges as a compelling solution, offering a pathway to transcend individual constraints through collective intelligence. By harnessing the power of collaborative AI, we can address more complex, multifaceted problems, paving the way for more versatile, efficient, and effective AI systems in the future. \ No newline at end of file diff --git a/mkdocs.yml b/mkdocs.yml index 2f654a98..eeb0bc75 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -60,6 +60,7 @@ nav: - Contributing: "contributing.md" - Swarms: - Overview: "swarms/index.md" + - Limitations of Individual Agents (Problem Swarms Solves): "swarms/limits_of_individual_agents.md"git - swarms.agents: - Agents: - WorkerAgent: "swarms/agents/workeragent.md" diff --git a/swarms/structs/async_workflow.py b/swarms/structs/async_workflow.py index fa53c46b..4a93721b 100644 --- a/swarms/structs/async_workflow.py +++ b/swarms/structs/async_workflow.py @@ -4,7 +4,7 @@ from typing import Any, Callable, List, Optional from swarms.structs.task import Task from swarms.utils.logger import logger - +from swarms.structs.agent import Agent @dataclass class AsyncWorkflow: @@ -42,6 +42,7 @@ class AsyncWorkflow: results: List[Any] = field(default_factory=list) loop: Optional[asyncio.AbstractEventLoop] = None stopping_condition: Optional[Callable] = None + agents: List[Agent] = None async def add(self, task: Any = None, tasks: List[Any] = None): """Add tasks to the workflow""" From acd8ccc2dc013be2ca6ab688422c6a5d70f1d4fc Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 28 Feb 2024 10:30:02 -0800 Subject: [PATCH 203/254] [REQUIREMENTS] --- pyproject.toml | 2 +- requirements.txt | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 5bc05303..45179f73 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -75,7 +75,7 @@ supervision = "*" scikit-image = "*" pinecone-client = "*" roboflow = "*" -multion = "*" +multion = "0.3.13" diff --git a/requirements.txt b/requirements.txt index 2a62f6ba..a78e9a42 100644 --- a/requirements.txt +++ b/requirements.txt @@ -17,7 +17,7 @@ requests_mock pypdf==4.0.1 accelerate==0.22.0 loguru -multion +multion==0.3.13 chromadb tensorflow optimum From 5c0d26cdb27e2d52f91357f24d3facde72d7c549 Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 28 Feb 2024 10:33:03 -0800 Subject: [PATCH 204/254] CLEANUP --- pyproject.toml | 2 +- requirements.txt | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 45179f73..4832bdee 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -50,7 +50,7 @@ httpx = "0.24.1" tiktoken = "0.4.0" attrs = "22.2.0" ratelimit = "2.2.1" -loguru = "*" +loguru = "0.7.2" cohere = "4.24" huggingface-hub = "*" pydantic = "1.10.12" diff --git a/requirements.txt b/requirements.txt index a78e9a42..b1df4e05 100644 --- a/requirements.txt +++ b/requirements.txt @@ -16,7 +16,7 @@ sentencepiece==0.1.98 requests_mock pypdf==4.0.1 accelerate==0.22.0 -loguru +loguru==0.7.2 multion==0.3.13 chromadb tensorflow From 0bd5925baff61ded59c79f581ec70eb93d84f940 Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 28 Feb 2024 10:36:17 -0800 Subject: [PATCH 205/254] [DOCS][FIX] --- pyproject.toml | 1 - requirements.txt | 1 - swarms/agents/__init__.py | 2 -- 3 files changed, 4 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 4832bdee..90ec0f3b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -75,7 +75,6 @@ supervision = "*" scikit-image = "*" pinecone-client = "*" roboflow = "*" -multion = "0.3.13" diff --git a/requirements.txt b/requirements.txt index b1df4e05..714727fb 100644 --- a/requirements.txt +++ b/requirements.txt @@ -17,7 +17,6 @@ requests_mock pypdf==4.0.1 accelerate==0.22.0 loguru==0.7.2 -multion==0.3.13 chromadb tensorflow optimum diff --git a/swarms/agents/__init__.py b/swarms/agents/__init__.py index 52db5534..b213748e 100644 --- a/swarms/agents/__init__.py +++ b/swarms/agents/__init__.py @@ -16,7 +16,6 @@ from swarms.agents.stopping_conditions import ( ) from swarms.agents.tool_agent import ToolAgent from swarms.agents.worker_agent import Worker -from swarms.agents.multion_agent import MultiOnAgent __all__ = [ "AbstractAgent", @@ -35,5 +34,4 @@ __all__ = [ "check_end", "Worker", "agent_wrapper", - "MultiOnAgent", ] From d9318aaa23ea2b6cfabbb763eb1dc7526e7e80e8 Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 28 Feb 2024 10:53:17 -0800 Subject: [PATCH 206/254] [DOCS] cleanup] --- mkdocs.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mkdocs.yml b/mkdocs.yml index eeb0bc75..61610eae 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -60,7 +60,7 @@ nav: - Contributing: "contributing.md" - Swarms: - Overview: "swarms/index.md" - - Limitations of Individual Agents (Problem Swarms Solves): "swarms/limits_of_individual_agents.md"git + - Limitations of Individual Agents: "limits_of_individual_agents.md" - swarms.agents: - Agents: - WorkerAgent: "swarms/agents/workeragent.md" From 36e9ed1373863c07083fb3911a34e30b72cce6e7 Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 28 Feb 2024 11:01:33 -0800 Subject: [PATCH 207/254] [DOCS] --- docs/corporate/data_room.md | 3 +++ mkdocs.yml | 4 ++-- 2 files changed, 5 insertions(+), 2 deletions(-) diff --git a/docs/corporate/data_room.md b/docs/corporate/data_room.md index 0a2f6109..cd5cada0 100644 --- a/docs/corporate/data_room.md +++ b/docs/corporate/data_room.md @@ -94,6 +94,7 @@ Swarms is an open source framework for developers in python to enable seamless, [Here is the official Swarms Github Page:](https://github.com/kyegomez/swarms) ### Product Growth Metrics + | Name | Description | Link | |--------------------------b--------|---------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------| | Total Downloads of all time | Total number of downloads for the product over its entire lifespan. | [![Downloads](https://static.pepy.tech/badge/swarms)](https://pepy.tech/project/swarms) | @@ -107,4 +108,6 @@ Swarms is an open source framework for developers in python to enable seamless, | Github Traffic Metrics | Metrics related to traffic, such as views and clones on Github. | [Github Traffic Metrics](https://github.com/kyegomez/swarms/graphs/traffic) | | Issues with the framework | Current open issues for the product on Github. | [![GitHub issues](https://img.shields.io/github/issues/kyegomez/swarms)](https://github.com/kyegomez/swarms/issues) | + +gi ------- \ No newline at end of file diff --git a/mkdocs.yml b/mkdocs.yml index 61610eae..385d8ad1 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -58,9 +58,9 @@ nav: - Home: - Overview: "index.md" - Contributing: "contributing.md" + - Limitations of Individual Agents: "limits_of_individual_agents.md" - Swarms: - - Overview: "swarms/index.md" - - Limitations of Individual Agents: "limits_of_individual_agents.md" + - Overview: "swarms/index.md" - swarms.agents: - Agents: - WorkerAgent: "swarms/agents/workeragent.md" From 1a363be0839454c1287650353108cb9905774c64 Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 28 Feb 2024 11:03:44 -0800 Subject: [PATCH 208/254] [CLEANUP] --- swarms/structs/async_workflow.py | 1 + swarms/structs/sequential_workflow.py | 2 ++ 2 files changed, 3 insertions(+) diff --git a/swarms/structs/async_workflow.py b/swarms/structs/async_workflow.py index 4a93721b..0d5e85b7 100644 --- a/swarms/structs/async_workflow.py +++ b/swarms/structs/async_workflow.py @@ -6,6 +6,7 @@ from swarms.structs.task import Task from swarms.utils.logger import logger from swarms.structs.agent import Agent + @dataclass class AsyncWorkflow: """ diff --git a/swarms/structs/sequential_workflow.py b/swarms/structs/sequential_workflow.py index f4e8c596..c05b8fb0 100644 --- a/swarms/structs/sequential_workflow.py +++ b/swarms/structs/sequential_workflow.py @@ -6,6 +6,7 @@ from termcolor import colored from swarms.structs.task import Task from swarms.utils.logger import logger +from swarms.structs.agent import Agent # SequentialWorkflow class definition using dataclasses @@ -47,6 +48,7 @@ class SequentialWorkflow: ) restore_state_filepath: Optional[str] = None dashboard: bool = False + agents: List[Agent] = None def add( self, From f331f6eb29a14a07233fb7b46b1542cf03538ac6 Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 28 Feb 2024 12:05:37 -0800 Subject: [PATCH 209/254] [CLEANUP] --- ...ample.py => sequential_workflow_example.py | 4 +- swarms/structs/sequential_workflow.py | 87 ++++++++++++------- 2 files changed, 57 insertions(+), 34 deletions(-) rename playground/structs/sequential_workflow_example.py => sequential_workflow_example.py (91%) diff --git a/playground/structs/sequential_workflow_example.py b/sequential_workflow_example.py similarity index 91% rename from playground/structs/sequential_workflow_example.py rename to sequential_workflow_example.py index f0ba0ee4..4f31684a 100644 --- a/playground/structs/sequential_workflow_example.py +++ b/sequential_workflow_example.py @@ -44,5 +44,5 @@ workflow.add(tasks=[task1, task2]) workflow.run() # # Output the results -# for task in workflow.tasks: -# print(f"Task: {task.description}, Result: {task.result}") +for task in workflow.tasks: + print(f"Task: {task.description}, Result: {task.result}") diff --git a/swarms/structs/sequential_workflow.py b/swarms/structs/sequential_workflow.py index c05b8fb0..f21c3056 100644 --- a/swarms/structs/sequential_workflow.py +++ b/swarms/structs/sequential_workflow.py @@ -1,12 +1,15 @@ import json -from dataclasses import dataclass, field +from dataclasses import dataclass from typing import Any, Dict, List, Optional from termcolor import colored from swarms.structs.task import Task -from swarms.utils.logger import logger + +# from swarms.utils.logger import logger from swarms.structs.agent import Agent +from swarms.structs.conversation import Conversation +from swarms.utils.loguru_logger import logger # SequentialWorkflow class definition using dataclasses @@ -40,7 +43,7 @@ class SequentialWorkflow: name: str = None description: str = None - task_pool: List[Task] = field(default_factory=list) + task_pool: List[Task] = None max_loops: int = 1 autosave: bool = False saved_state_filepath: Optional[str] = ( @@ -50,6 +53,17 @@ class SequentialWorkflow: dashboard: bool = False agents: List[Agent] = None + def __post_init__(self): + self.conversation = Conversation( + system_prompt=f"Objective: {self.description}", + time_enabled=True, + autosave=True, + ) + + # Logging + logger.info(f"Number of agents activated: {len(self.agents)}") + logger.info(f"Task Pool Size: {self.task_pool}") + def add( self, task: Optional[Task] = None, @@ -67,35 +81,44 @@ class SequentialWorkflow: *args: Additional arguments to pass to the task execution. **kwargs: Additional keyword arguments to pass to the task execution. """ - try: - # If the agent is a Task instance, we include the task in kwargs for Agent.run() - # Append the task to the task_pool list - if task: - self.task_pool.append(task) - logger.info( - f"[INFO][SequentialWorkflow] Added task {task} to" - " workflow" - ) - elif tasks: - for task in tasks: - self.task_pool.append(task) - logger.info( - "[INFO][SequentialWorkflow] Added task" - f" {task} to workflow" - ) - else: - if task and tasks is not None: - # Add the task and list of tasks to the task_pool at the same time - self.task_pool.append(task) - for task in tasks: - self.task_pool.append(task) - - except Exception as error: - logger.error( - colored( - f"Error adding task to workflow: {error}", "red" - ), - ) + logger.info("A") + for agent in self.agents: + out = agent(str(self.description)) + self.conversation.add(agent.agent_name, out) + prompt = self.conversation.return_history_as_string() + out = agent(prompt) + + return out + + # try: + # # If the agent is a Task instance, we include the task in kwargs for Agent.run() + # # Append the task to the task_pool list + # if task: + # self.task_pool.append(task) + # logger.info( + # f"[INFO][SequentialWorkflow] Added task {task} to" + # " workflow" + # ) + # elif tasks: + # for task in tasks: + # self.task_pool.append(task) + # logger.info( + # "[INFO][SequentialWorkflow] Added task" + # f" {task} to workflow" + # ) + # else: + # if task and tasks is not None: + # # Add the task and list of tasks to the task_pool at the same time + # self.task_pool.append(task) + # for task in tasks: + # self.task_pool.append(task) + + # except Exception as error: + # logger.error( + # colored( + # f"Error adding task to workflow: {error}", "red" + # ), + # ) def reset_workflow(self) -> None: """Resets the workflow by clearing the results of each task.""" From ce0dd1f5a63c7b22b49ebfa47131e11c759433eb Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 28 Feb 2024 12:13:59 -0800 Subject: [PATCH 210/254] [AZURE] --- .../structs/basic_agent_with_azure_openai.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100644 playground/structs/basic_agent_with_azure_openai.py diff --git a/playground/structs/basic_agent_with_azure_openai.py b/playground/structs/basic_agent_with_azure_openai.py new file mode 100644 index 00000000..76135a9f --- /dev/null +++ b/playground/structs/basic_agent_with_azure_openai.py @@ -0,0 +1,14 @@ +from swarms import Agent, AzureOpenAI + +## Initialize the workflow +agent = Agent( + llm=AzureOpenAI(), + max_loops="auto", + autosave=True, + dashboard=False, + streaming_on=True, + verbose=True, +) + +# Run the workflow on a task +agent("Understand the risk profile of this account") From e1cc8d8b99d7c95d50748ee20d74c309233aecb4 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 28 Feb 2024 17:21:16 -0500 Subject: [PATCH 211/254] Try to free up a little bit of disk space for GH actions --- .github/library/setup/action.yml | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/.github/library/setup/action.yml b/.github/library/setup/action.yml index 4a961b6d..95dd30e0 100644 --- a/.github/library/setup/action.yml +++ b/.github/library/setup/action.yml @@ -9,6 +9,11 @@ inputs: runs: using: "composite" steps: + - name: Free up disk space + run: | + sudo rm -rf /usr/share/dotnet /usr/local/lib/android /opt/ghc /opt/hostedtoolcache/CodeQL + sudo docker image prune --all --force + shell: bash - name: Set up Python ${{ inputs.python-version }} uses: actions/setup-python@v4 with: @@ -27,7 +32,7 @@ runs: key: venv-${{ runner.os }}-${{ inputs.python-version }}-${{ hashFiles('**/poetry.lock') }} - name: Install dependencies if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' - run: poetry install --no-interaction --no-root --all-extras + run: poetry install --no-interaction --no-root shell: bash - name: Activate venv run: | From 27ad6ba34bcf7d1c7d4c153660a30873c968621b Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 28 Feb 2024 17:29:45 -0500 Subject: [PATCH 212/254] Relock --- poetry.lock | 380 +--------------------------------------------------- 1 file changed, 4 insertions(+), 376 deletions(-) diff --git a/poetry.lock b/poetry.lock index 79b5448d..e20fd44c 100644 --- a/poetry.lock +++ b/poetry.lock @@ -196,24 +196,6 @@ doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd- test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"] trio = ["trio (<0.22)"] -[[package]] -name = "asttokens" -version = "2.4.1" -description = "Annotate AST trees with source code positions" -optional = false -python-versions = "*" -files = [ - {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"}, - {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"}, -] - -[package.dependencies] -six = ">=1.12.0" - -[package.extras] -astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"] -test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"] - [[package]] name = "astunparse" version = "1.6.3" @@ -676,25 +658,6 @@ files = [ [package.dependencies] colorama = {version = "*", markers = "platform_system == \"Windows\""} -[[package]] -name = "cognitojwt" -version = "1.4.1" -description = "Decode and verify Amazon Cognito JWT tokens" -optional = false -python-versions = "*" -files = [ - {file = "cognitojwt-1.4.1-py3-none-any.whl", hash = "sha256:8ee189f82289d140dc750c91e8772436b64b94d071507ace42efc22c525f42ce"}, - {file = "cognitojwt-1.4.1.tar.gz", hash = "sha256:a9f751942517ecf85da9f14674749390aad268e4b0155ef7d133aa50800aa15a"}, -] - -[package.dependencies] -python-jose = {version = "*", extras = ["cryptography"]} - -[package.extras] -async = ["aiofile", "aiohttp", "async-lru"] -sync = ["requests"] -test = ["aiohttp", "async-lru", "attrs (==19.1.0)", "pytest (==5.4.0)", "pytest-asyncio (==0.12.0)", "requests"] - [[package]] name = "cohere" version = "4.24" @@ -923,17 +886,6 @@ tests = ["Pillow (>=6.2.1)", "absl-py", "apache-beam (>=2.26.0)", "elasticsearch torch = ["torch"] vision = ["Pillow (>=6.2.1)"] -[[package]] -name = "decorator" -version = "5.1.1" -description = "Decorators for Humans" -optional = false -python-versions = ">=3.5" -files = [ - {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"}, - {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"}, -] - [[package]] name = "defusedxml" version = "0.7.1" @@ -945,23 +897,6 @@ files = [ {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"}, ] -[[package]] -name = "deprecated" -version = "1.2.14" -description = "Python @deprecated decorator to deprecate old python classes, functions or methods." -optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" -files = [ - {file = "Deprecated-1.2.14-py2.py3-none-any.whl", hash = "sha256:6fac8b097794a90302bdbb17b9b815e732d3c4720583ff1b198499d78470466c"}, - {file = "Deprecated-1.2.14.tar.gz", hash = "sha256:e5323eb936458dccc2582dc6f9c322c852a775a27065ff2b0c4970b9d53d01b3"}, -] - -[package.dependencies] -wrapt = ">=1.10,<2" - -[package.extras] -dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"] - [[package]] name = "diffusers" version = "0.26.3" @@ -1073,24 +1008,6 @@ files = [ {file = "dm_tree-0.1.8-cp39-cp39-win_amd64.whl", hash = "sha256:8ed3564abed97c806db122c2d3e1a2b64c74a63debe9903aad795167cc301368"}, ] -[[package]] -name = "ecdsa" -version = "0.18.0" -description = "ECDSA cryptographic signature library (pure python)" -optional = false -python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" -files = [ - {file = "ecdsa-0.18.0-py2.py3-none-any.whl", hash = "sha256:80600258e7ed2f16b9aa1d7c295bd70194109ad5a30fdee0eaeefef1d4c559dd"}, - {file = "ecdsa-0.18.0.tar.gz", hash = "sha256:190348041559e21b22a1d65cee485282ca11a6f81d503fddb84d5017e9ed1e49"}, -] - -[package.dependencies] -six = ">=1.9.0" - -[package.extras] -gmpy = ["gmpy"] -gmpy2 = ["gmpy2"] - [[package]] name = "einops" version = "0.7.0" @@ -1116,20 +1033,6 @@ files = [ [package.extras] test = ["pytest (>=6)"] -[[package]] -name = "executing" -version = "2.0.1" -description = "Get the currently executing AST node of a frame, and other information" -optional = false -python-versions = ">=3.5" -files = [ - {file = "executing-2.0.1-py2.py3-none-any.whl", hash = "sha256:eac49ca94516ccc753f9fb5ce82603156e590b27525a8bc32cce8ae302eb61bc"}, - {file = "executing-2.0.1.tar.gz", hash = "sha256:35afe2ce3affba8ee97f2d69927fa823b08b472b7b994e36a52a964b93d16147"}, -] - -[package.extras] -tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"] - [[package]] name = "faiss-cpu" version = "1.7.4" @@ -2095,61 +1998,6 @@ files = [ docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"] -[[package]] -name = "ipython" -version = "8.22.1" -description = "IPython: Productive Interactive Computing" -optional = false -python-versions = ">=3.10" -files = [ - {file = "ipython-8.22.1-py3-none-any.whl", hash = "sha256:869335e8cded62ffb6fac8928e5287a05433d6462e3ebaac25f4216474dd6bc4"}, - {file = "ipython-8.22.1.tar.gz", hash = "sha256:39c6f9efc079fb19bfb0f17eee903978fe9a290b1b82d68196c641cecb76ea22"}, -] - -[package.dependencies] -colorama = {version = "*", markers = "sys_platform == \"win32\""} -decorator = "*" -exceptiongroup = {version = "*", markers = "python_version < \"3.11\""} -jedi = ">=0.16" -matplotlib-inline = "*" -pexpect = {version = ">4.3", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""} -prompt-toolkit = ">=3.0.41,<3.1.0" -pygments = ">=2.4.0" -stack-data = "*" -traitlets = ">=5.13.0" - -[package.extras] -all = ["ipython[black,doc,kernel,nbconvert,nbformat,notebook,parallel,qtconsole,terminal]", "ipython[test,test-extra]"] -black = ["black"] -doc = ["docrepr", "exceptiongroup", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "stack-data", "typing-extensions"] -kernel = ["ipykernel"] -nbconvert = ["nbconvert"] -nbformat = ["nbformat"] -notebook = ["ipywidgets", "notebook"] -parallel = ["ipyparallel"] -qtconsole = ["qtconsole"] -test = ["pickleshare", "pytest (<8)", "pytest-asyncio (<0.22)", "testpath"] -test-extra = ["curio", "ipython[test]", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.23)", "pandas", "trio"] - -[[package]] -name = "jedi" -version = "0.19.1" -description = "An autocompletion tool for Python that can be used for text editors." -optional = false -python-versions = ">=3.6" -files = [ - {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"}, - {file = "jedi-0.19.1.tar.gz", hash = "sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd"}, -] - -[package.dependencies] -parso = ">=0.8.3,<0.9.0" - -[package.extras] -docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"] -qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"] -testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"] - [[package]] name = "jinja2" version = "3.1.3" @@ -2633,20 +2481,6 @@ pillow = ">=8" pyparsing = ">=2.3.1" python-dateutil = ">=2.7" -[[package]] -name = "matplotlib-inline" -version = "0.1.6" -description = "Inline Matplotlib backend for Jupyter" -optional = false -python-versions = ">=3.5" -files = [ - {file = "matplotlib-inline-0.1.6.tar.gz", hash = "sha256:f887e5f10ba98e8d2b150ddcf4702c1e5f8b3a20005eb0f74bfdbd360ee6f304"}, - {file = "matplotlib_inline-0.1.6-py3-none-any.whl", hash = "sha256:f1f41aab5328aa5aaea9b16d083b128102f8712542f819fe7e6a420ff581b311"}, -] - -[package.dependencies] -traitlets = "*" - [[package]] name = "mdurl" version = "0.1.2" @@ -2687,8 +2521,8 @@ files = [ [package.dependencies] numpy = [ {version = ">=1.23.3", markers = "python_version >= \"3.11\" and python_version < \"3.12\""}, - {version = ">=1.26.0", markers = "python_version >= \"3.12\""}, {version = ">=1.21.2", markers = "python_version >= \"3.10\" and python_version < \"3.11\""}, + {version = ">=1.26.0", markers = "python_version >= \"3.12\""}, ] [package.extras] @@ -2821,28 +2655,6 @@ files = [ {file = "multidict-6.0.5.tar.gz", hash = "sha256:f7e301075edaf50500f0b341543c41194d8df3ae5caf4702f2095f3ca73dd8da"}, ] -[[package]] -name = "multion" -version = "0.3.13" -description = "MULTION API" -optional = false -python-versions = ">=3.8,<4.0" -files = [ - {file = "multion-0.3.13-py3-none-any.whl", hash = "sha256:5448a23a14509ddade1f678f5715b698752d7210c4454c359f46e23a65443555"}, - {file = "multion-0.3.13.tar.gz", hash = "sha256:4fc29381a097e87bcd22d94536c5d427d787c4da6c32d68f7eb73e8e250c8e56"}, -] - -[package.dependencies] -cognitojwt = ">=1.4.1,<2.0.0" -cryptography = ">=41.0.1,<42.0.0" -deprecated = ">=1.2.14,<2.0.0" -ipython = ">=8.1.0,<9.0.0" -openai = ">=1.3.0,<2.0.0" -pillow = ">=10.0.1,<11.0.0" -pytesseract = ">=0.3.10,<0.4.0" -requests = ">=2.31.0,<3.0.0" -requests-oauthlib = ">=1.3.1,<2.0.0" - [[package]] name = "multiprocess" version = "0.70.16" @@ -3108,22 +2920,6 @@ files = [ {file = "nvidia_nvtx_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:65f4d98982b31b60026e0e6de73fbdfc09d08a96f4656dd3665ca616a11e1e82"}, ] -[[package]] -name = "oauthlib" -version = "3.2.2" -description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic" -optional = false -python-versions = ">=3.6" -files = [ - {file = "oauthlib-3.2.2-py3-none-any.whl", hash = "sha256:8139f29aac13e25d502680e9e19963e83f16838d48a0d71c287fe40e7067fbca"}, - {file = "oauthlib-3.2.2.tar.gz", hash = "sha256:9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918"}, -] - -[package.extras] -rsa = ["cryptography (>=3.0.0)"] -signals = ["blinker (>=1.4.0)"] -signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"] - [[package]] name = "onnxruntime" version = "1.17.1" @@ -3207,9 +3003,9 @@ files = [ [package.dependencies] numpy = [ {version = ">=1.23.5", markers = "python_version >= \"3.11\" and python_version < \"3.12\""}, - {version = ">=1.26.0", markers = "python_version >= \"3.12\""}, {version = ">=1.21.4", markers = "python_version >= \"3.10\" and platform_system == \"Darwin\" and python_version < \"3.11\""}, {version = ">=1.21.2", markers = "platform_system != \"Darwin\" and python_version >= \"3.10\" and python_version < \"3.11\""}, + {version = ">=1.26.0", markers = "python_version >= \"3.12\""}, ] [[package]] @@ -3360,8 +3156,8 @@ files = [ [package.dependencies] numpy = [ {version = ">=1.23.2,<2", markers = "python_version == \"3.11\""}, - {version = ">=1.26.0,<2", markers = "python_version >= \"3.12\""}, {version = ">=1.22.4,<2", markers = "python_version < \"3.11\""}, + {version = ">=1.26.0,<2", markers = "python_version >= \"3.12\""}, ] python-dateutil = ">=2.8.2" pytz = ">=2020.1" @@ -3392,21 +3188,6 @@ sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-d test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"] xml = ["lxml (>=4.9.2)"] -[[package]] -name = "parso" -version = "0.8.3" -description = "A Python Parser" -optional = false -python-versions = ">=3.6" -files = [ - {file = "parso-0.8.3-py2.py3-none-any.whl", hash = "sha256:c001d4636cd3aecdaf33cbb40aebb59b094be2a74c556778ef5576c175e19e75"}, - {file = "parso-0.8.3.tar.gz", hash = "sha256:8c07be290bb59f03588915921e29e8a50002acaf2cdc5fa0e0114f91709fafa0"}, -] - -[package.extras] -qa = ["flake8 (==3.8.3)", "mypy (==0.782)"] -testing = ["docopt", "pytest (<6.0.0)"] - [[package]] name = "pathspec" version = "0.12.1" @@ -3447,20 +3228,6 @@ docs-specific = ["hf-doc-builder"] quality = ["black (>=22.0,<23.0)", "ruff (>=0.0.241)", "urllib3 (<=2.0.0)"] test = ["black (>=22.0,<23.0)", "datasets", "diffusers (<0.21.0)", "hf-doc-builder", "parameterized", "pytest", "pytest-cov", "pytest-xdist", "ruff (>=0.0.241)", "scipy", "urllib3 (<=2.0.0)"] -[[package]] -name = "pexpect" -version = "4.9.0" -description = "Pexpect allows easy control of interactive console applications." -optional = false -python-versions = "*" -files = [ - {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"}, - {file = "pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f"}, -] - -[package.dependencies] -ptyprocess = ">=0.5" - [[package]] name = "pgvector" version = "0.2.5" @@ -3639,20 +3406,6 @@ dev = ["black", "flake8", "flake8-print", "isort", "pre-commit"] sentry = ["django", "sentry-sdk"] test = ["coverage", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint", "pytest", "pytest-timeout"] -[[package]] -name = "prompt-toolkit" -version = "3.0.43" -description = "Library for building powerful interactive command lines in Python" -optional = false -python-versions = ">=3.7.0" -files = [ - {file = "prompt_toolkit-3.0.43-py3-none-any.whl", hash = "sha256:a11a29cb3bf0a28a387fe5122cdb649816a957cd9261dcedf8c9f1fef33eacf6"}, - {file = "prompt_toolkit-3.0.43.tar.gz", hash = "sha256:3527b7af26106cbc65a040bcc84839a3566ec1b051bb0bfe953631e704b0ff7d"}, -] - -[package.dependencies] -wcwidth = "*" - [[package]] name = "proto-plus" version = "1.23.0" @@ -3718,17 +3471,6 @@ files = [ [package.extras] test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"] -[[package]] -name = "ptyprocess" -version = "0.7.0" -description = "Run a subprocess in a pseudo terminal" -optional = false -python-versions = "*" -files = [ - {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"}, - {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"}, -] - [[package]] name = "pulsar-client" version = "3.4.0" @@ -3776,20 +3518,6 @@ all = ["apache-bookkeeper-client (>=4.16.1)", "fastavro (>=1.9.2)", "grpcio (>=1 avro = ["fastavro (>=1.9.2)"] functions = ["apache-bookkeeper-client (>=4.16.1)", "grpcio (>=1.60.0)", "prometheus-client", "protobuf (>=3.6.1,<=3.20.3)", "ratelimit"] -[[package]] -name = "pure-eval" -version = "0.2.2" -description = "Safely evaluate AST nodes without side effects" -optional = false -python-versions = "*" -files = [ - {file = "pure_eval-0.2.2-py3-none-any.whl", hash = "sha256:01eaab343580944bc56080ebe0a674b39ec44a945e6d09ba7db3cb8cec289350"}, - {file = "pure_eval-0.2.2.tar.gz", hash = "sha256:2b45320af6dfaa1750f543d714b6d1c520a1688dec6fd24d339063ce0aaa9ac3"}, -] - -[package.extras] -tests = ["pytest"] - [[package]] name = "py-cpuinfo" version = "9.0.0" @@ -4013,21 +3741,6 @@ files = [ {file = "pyreadline3-3.4.1.tar.gz", hash = "sha256:6f3d1f7b8a31ba32b73917cefc1f28cc660562f39aea8646d30bd6eff21f7bae"}, ] -[[package]] -name = "pytesseract" -version = "0.3.10" -description = "Python-tesseract is a python wrapper for Google's Tesseract-OCR" -optional = false -python-versions = ">=3.7" -files = [ - {file = "pytesseract-0.3.10-py3-none-any.whl", hash = "sha256:8f22cc98f765bf13517ead0c70effedb46c153540d25783e04014f28b55a5fc6"}, - {file = "pytesseract-0.3.10.tar.gz", hash = "sha256:f1c3a8b0f07fd01a1085d451f5b8315be6eec1d5577a6796d46dc7a62bd4120f"}, -] - -[package.dependencies] -packaging = ">=21.3" -Pillow = ">=8.0.0" - [[package]] name = "python-dateutil" version = "2.8.2" @@ -4056,28 +3769,6 @@ files = [ [package.extras] cli = ["click (>=5.0)"] -[[package]] -name = "python-jose" -version = "3.3.0" -description = "JOSE implementation in Python" -optional = false -python-versions = "*" -files = [ - {file = "python-jose-3.3.0.tar.gz", hash = "sha256:55779b5e6ad599c6336191246e95eb2293a9ddebd555f796a65f838f07e5d78a"}, - {file = "python_jose-3.3.0-py2.py3-none-any.whl", hash = "sha256:9b1376b023f8b298536eedd47ae1089bcdb848f1535ab30555cd92002d78923a"}, -] - -[package.dependencies] -cryptography = {version = ">=3.4.0", optional = true, markers = "extra == \"cryptography\""} -ecdsa = "!=0.15" -pyasn1 = "*" -rsa = "*" - -[package.extras] -cryptography = ["cryptography (>=3.4.0)"] -pycrypto = ["pyasn1", "pycrypto (>=2.6.0,<2.7.0)"] -pycryptodome = ["pyasn1", "pycryptodome (>=3.3.1,<4.0.0)"] - [[package]] name = "pytz" version = "2024.1" @@ -4331,24 +4022,6 @@ urllib3 = ">=1.21.1,<3" socks = ["PySocks (>=1.5.6,!=1.5.7)"] use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"] -[[package]] -name = "requests-oauthlib" -version = "1.3.1" -description = "OAuthlib authentication support for Requests." -optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" -files = [ - {file = "requests-oauthlib-1.3.1.tar.gz", hash = "sha256:75beac4a47881eeb94d5ea5d6ad31ef88856affe2332b9aafb52c6452ccf0d7a"}, - {file = "requests_oauthlib-1.3.1-py2.py3-none-any.whl", hash = "sha256:2577c501a2fb8d05a304c09d090d6e47c306fef15809d102b327cf8364bddab5"}, -] - -[package.dependencies] -oauthlib = ">=3.0.0" -requests = ">=2.0.0" - -[package.extras] -rsa = ["oauthlib[signedtoken] (>=3.0.0)"] - [[package]] name = "requests-toolbelt" version = "1.0.0" @@ -4965,25 +4638,6 @@ postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"] pymysql = ["pymysql"] sqlcipher = ["sqlcipher3_binary"] -[[package]] -name = "stack-data" -version = "0.6.3" -description = "Extract data from python stack frames and tracebacks for informative displays" -optional = false -python-versions = "*" -files = [ - {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"}, - {file = "stack_data-0.6.3.tar.gz", hash = "sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9"}, -] - -[package.dependencies] -asttokens = ">=2.1.0" -executing = ">=1.2.0" -pure-eval = "*" - -[package.extras] -tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"] - [[package]] name = "starlette" version = "0.36.3" @@ -5551,21 +5205,6 @@ notebook = ["ipywidgets (>=6)"] slack = ["slack-sdk"] telegram = ["requests"] -[[package]] -name = "traitlets" -version = "5.14.1" -description = "Traitlets Python configuration system" -optional = false -python-versions = ">=3.8" -files = [ - {file = "traitlets-5.14.1-py3-none-any.whl", hash = "sha256:2e5a030e6eff91737c643231bfcf04a65b0132078dad75e4936700b213652e74"}, - {file = "traitlets-5.14.1.tar.gz", hash = "sha256:8585105b371a04b8316a43d5ce29c098575c2e477850b62b848b964f1444527e"}, -] - -[package.extras] -docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"] -test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"] - [[package]] name = "transformers" version = "4.37.1" @@ -5993,17 +5632,6 @@ files = [ [package.dependencies] anyio = ">=3.0.0" -[[package]] -name = "wcwidth" -version = "0.2.13" -description = "Measures the displayed width of unicode strings in a terminal" -optional = false -python-versions = "*" -files = [ - {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"}, - {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"}, -] - [[package]] name = "weaviate-client" version = "3.25.3" @@ -6476,4 +6104,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.10" -content-hash = "3c17131d11b4d2f8b48442863e2dde68a4046be12bf78bcd30e5de73070e9d5c" +content-hash = "9ed598a14e1250fba6e31979ed6bde21492450548c949e6f9a3ed0e7e5ec6d0d" From 47cc0ccc4e7d974e074a945def2d65efd192f316 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 28 Feb 2024 17:29:50 -0500 Subject: [PATCH 213/254] Fix yaml linting --- .github/workflows/lint.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml index 08fe9f4c..5400bad6 100644 --- a/.github/workflows/lint.yml +++ b/.github/workflows/lint.yml @@ -9,6 +9,8 @@ jobs: - uses: ./.github/library/setup - name: yaml Lint uses: ibiqlik/action-yamllint@v3 + with: + file_or_dir: ${{ github.workspace }} flake8-lint: runs-on: ubuntu-latest name: flake8 Lint From b229e4fd1724a8c7d8b973ec1c6edd85cf4ee032 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 28 Feb 2024 17:37:35 -0500 Subject: [PATCH 214/254] Add venv to yamllint ignore --- .yamllint | 1 + 1 file changed, 1 insertion(+) diff --git a/.yamllint b/.yamllint index 8cf76e54..fc812372 100644 --- a/.yamllint +++ b/.yamllint @@ -11,3 +11,4 @@ rules: ignore: # GH Actions - ./lib + - ./.venv From 19df95a7d0f2ca35f9cb7acdd704c25747dc419c Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 28 Feb 2024 17:37:49 -0500 Subject: [PATCH 215/254] Remove unused GitHub workflows --- .github/workflows/lint.yml | 12 +++++++ .github/workflows/pr_labeler.yml | 14 -------- .github/workflows/pylint.yml | 19 ----------- .github/workflows/python-app.yml | 27 --------------- .github/workflows/python-package.yml | 31 ----------------- .github/workflows/stale.yml | 36 +++++++++++++++++--- .github/workflows/stale_isseue.yml | 50 ---------------------------- .github/workflows/test.yml | 22 ++++++------ .github/workflows/testing.yml | 18 ---------- .github/workflows/unit-test.yml | 22 ------------ 10 files changed, 53 insertions(+), 198 deletions(-) delete mode 100644 .github/workflows/pr_labeler.yml delete mode 100644 .github/workflows/pylint.yml delete mode 100644 .github/workflows/python-app.yml delete mode 100644 .github/workflows/python-package.yml delete mode 100644 .github/workflows/stale_isseue.yml delete mode 100644 .github/workflows/testing.yml delete mode 100644 .github/workflows/unit-test.yml diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml index 5400bad6..c9b71b12 100644 --- a/.github/workflows/lint.yml +++ b/.github/workflows/lint.yml @@ -28,3 +28,15 @@ jobs: - uses: actions/checkout@v4 - uses: ./.github/library/setup - uses: chartboost/ruff-action@v1 + pylint-lint: + runs-on: ubuntu-latest + name: pylint Lint + steps: + - uses: actions/checkout@v4 + - uses: ./.github/library/setup + - name: Install dependencies + run: | + pip install pylint + - name: Analysing the code with pylint + run: | + pylint $(git ls-files '*.py') diff --git a/.github/workflows/pr_labeler.yml b/.github/workflows/pr_labeler.yml deleted file mode 100644 index 43182dd3..00000000 --- a/.github/workflows/pr_labeler.yml +++ /dev/null @@ -1,14 +0,0 @@ ---- -name: "PR Labeler" -on: - pull_request_target: - types: ["opened", "reopened", "ready_for_review"] -jobs: - triage: - permissions: - contents: read - pull-requests: write - runs-on: ubuntu-latest - steps: - - uses: actions/labeler@v5 - if: ${{ github.event.pull_request.draft == false }} diff --git a/.github/workflows/pylint.yml b/.github/workflows/pylint.yml deleted file mode 100644 index a83cf54c..00000000 --- a/.github/workflows/pylint.yml +++ /dev/null @@ -1,19 +0,0 @@ ---- -name: Pylint -on: [push] -jobs: - build: - runs-on: ubuntu-latest - strategy: - matrix: - python-version: ["3.11"] - steps: - - uses: actions/checkout@v4 - - uses: ./.github/library/setup - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install pylint - - name: Analysing the code with pylint - run: | - pylint $(git ls-files '*.py') diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml deleted file mode 100644 index 8da742d7..00000000 --- a/.github/workflows/python-app.yml +++ /dev/null @@ -1,27 +0,0 @@ ---- -# This workflow will install Python dependencies, run tests and lint with a single version of Python -# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python - -name: Python application -on: - push: - branches: ["master"] - pull_request: - branches: ["master"] -permissions: - contents: read -jobs: - build: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - uses: ./.github/library/setup - - name: Lint with flake8 - run: | - # stop the build if there are Python syntax errors or undefined names - flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics - # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide - flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics - - name: Test with pytest - run: | - pytest diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml deleted file mode 100644 index 1360b0be..00000000 --- a/.github/workflows/python-package.yml +++ /dev/null @@ -1,31 +0,0 @@ ---- -# This workflow will install Python dependencies, run tests and lint with a variety of Python versions -# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python - -name: Python package -on: - push: - branches: ["master"] - pull_request: - branches: ["master"] -jobs: - build: - runs-on: ubuntu-latest - strategy: - fail-fast: false - matrix: - python-version: ["3.10", "3.11", "3.12"] - steps: - - uses: actions/checkout@v4 - - uses: ./.github/library/setup - with: - python-version: ${{ matrix.python-version }} - - name: Lint with flake8 - run: | - # stop the build if there are Python syntax errors or undefined names - flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics - # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide - flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics - - name: Test with pytest - run: |- - pytest diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml index a44aa349..6e5fc11c 100644 --- a/.github/workflows/stale.yml +++ b/.github/workflows/stale.yml @@ -7,7 +7,8 @@ name: Mark stale issues and pull requests on: schedule: - - cron: '26 12 * * *' + # Scheduled to run at 1.30 UTC everyday + - cron: '30 1 * * *' jobs: stale: runs-on: ubuntu-latest @@ -18,7 +19,32 @@ jobs: - uses: actions/stale@v9 with: repo-token: ${{ secrets.GITHUB_TOKEN }} - stale-issue-message: 'Stale issue message' - stale-pr-message: 'Stale pull request message' - stale-issue-label: 'no-issue-activity' - stale-pr-label: 'no-pr-activity' + days-before-issue-stale: 14 + days-before-issue-close: 14 + stale-issue-label: "status:stale" + close-issue-reason: not_planned + any-of-labels: "status:awaiting user response,status:more data needed" + stale-issue-message: > + Marking this issue as stale since it has been open for 14 days with no activity. + This issue will be closed if no further activity occurs. + + close-issue-message: > + This issue was closed because it has been inactive for 28 days. + Please post a new issue if you need further assistance. + Thanks! + + days-before-pr-stale: 14 + days-before-pr-close: 14 + stale-pr-label: "status:stale" + stale-pr-message: > + Marking this pull request as stale since it has been open for 14 days with no activity. + This PR will be closed if no further activity occurs. + + close-pr-message: > + This pull request was closed because it has been inactive for 28 days. + Please open a new pull request if you need furtherassistance. Thanks! + + # Label that can be assigned to issues to exclude them from being marked as stale + exempt-issue-labels: 'override-stale' + # Label that can be assigned to PRs to exclude them from being marked as stale + exempt-pr-labels: "override-stale" diff --git a/.github/workflows/stale_isseue.yml b/.github/workflows/stale_isseue.yml deleted file mode 100644 index 6e5fc11c..00000000 --- a/.github/workflows/stale_isseue.yml +++ /dev/null @@ -1,50 +0,0 @@ ---- -# This workflow warns and then closes issues and PRs that have had no activity for a specified amount of time. -# -# You can adjust the behavior by modifying this file. -# For more information, see: -# https://github.com/actions/stale -name: Mark stale issues and pull requests -on: - schedule: - # Scheduled to run at 1.30 UTC everyday - - cron: '30 1 * * *' -jobs: - stale: - runs-on: ubuntu-latest - permissions: - issues: write - pull-requests: write - steps: - - uses: actions/stale@v9 - with: - repo-token: ${{ secrets.GITHUB_TOKEN }} - days-before-issue-stale: 14 - days-before-issue-close: 14 - stale-issue-label: "status:stale" - close-issue-reason: not_planned - any-of-labels: "status:awaiting user response,status:more data needed" - stale-issue-message: > - Marking this issue as stale since it has been open for 14 days with no activity. - This issue will be closed if no further activity occurs. - - close-issue-message: > - This issue was closed because it has been inactive for 28 days. - Please post a new issue if you need further assistance. - Thanks! - - days-before-pr-stale: 14 - days-before-pr-close: 14 - stale-pr-label: "status:stale" - stale-pr-message: > - Marking this pull request as stale since it has been open for 14 days with no activity. - This PR will be closed if no further activity occurs. - - close-pr-message: > - This pull request was closed because it has been inactive for 28 days. - Please open a new pull request if you need furtherassistance. Thanks! - - # Label that can be assigned to issues to exclude them from being marked as stale - exempt-issue-labels: 'override-stale' - # Label that can be assigned to PRs to exclude them from being marked as stale - exempt-pr-labels: "override-stale" diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 17538857..9f6c21f5 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -1,22 +1,20 @@ --- -name: test +name: build on: push: - branches: [master] + branches: [main] pull_request: - workflow_dispatch: + branches: [main] jobs: - test: + build: runs-on: ubuntu-latest - strategy: - matrix: - python-version: - - "3.10" - - "3.11" steps: - uses: actions/checkout@v4 - uses: ./.github/library/setup - with: - python-version: ${{ matrix.python-version }} - - name: Run tests + - name: Install dependencies + run: | + pip install pytest + - name: Run Python unit tests run: pytest + - name: Verify that the Docker image for the action builds + run: docker build . --file Dockerfile diff --git a/.github/workflows/testing.yml b/.github/workflows/testing.yml deleted file mode 100644 index ab509666..00000000 --- a/.github/workflows/testing.yml +++ /dev/null @@ -1,18 +0,0 @@ ---- -name: Unit Tests -on: - push: - branches: - - master -jobs: - test: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - uses: ./.github/library/setup - - name: Set up Python - uses: actions/setup-python@v5 - with: - python-version: "3.10" - - name: Run unit tests - run: pytest diff --git a/.github/workflows/unit-test.yml b/.github/workflows/unit-test.yml deleted file mode 100644 index 44394f1e..00000000 --- a/.github/workflows/unit-test.yml +++ /dev/null @@ -1,22 +0,0 @@ ---- -name: build -on: - push: - branches: [main] - pull_request: - branches: [main] -jobs: - build: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - uses: ./.github/library/setup - - name: Install dependencies - run: | - pip install pytest - - name: Run Python unit tests - run: pytest - - name: Verify that the Docker image for the action builds - run: docker build . --file Dockerfile - - name: Verify integration test results - run: pytest From 11d4906486cf0791613d4883e733f287f087ebee Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 28 Feb 2024 17:49:22 -0500 Subject: [PATCH 216/254] Update .yamllint ignore rules --- .yamllint | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.yamllint b/.yamllint index fc812372..cdb96def 100644 --- a/.yamllint +++ b/.yamllint @@ -10,5 +10,5 @@ rules: ignore: # GH Actions - - ./lib - - ./.venv + - lib + - .venv From 03265726ec15d352cc4312bd9a0dc26c9bdbde3d Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 28 Feb 2024 17:54:06 -0500 Subject: [PATCH 217/254] Refmt yaml --- .github/labeler.yml | 16 ---------------- .github/library/setup/action.yml | 12 ++++++------ .github/workflows/codacy.yml | 1 - .github/workflows/codeql.yml | 6 +++--- .github/workflows/label.yml | 1 - .github/workflows/stale.yml | 15 +++++++-------- .github/workflows/test_pr.yml | 1 - .github/workflows/welcome.yml | 8 ++++---- .yamlfmt | 2 +- mkdocs.yml | 2 +- 10 files changed, 22 insertions(+), 42 deletions(-) diff --git a/.github/labeler.yml b/.github/labeler.yml index f9191c1d..01b9aec3 100644 --- a/.github/labeler.yml +++ b/.github/labeler.yml @@ -2,67 +2,51 @@ documentation: - changed-files: - any-glob-to-any-file: ["docs/**", "*.md"] - tests: - changed-files: - any-glob-to-any-file: "tests/**" - agents: - changed-files: - any-glob-to-any-file: "swarms/agents/**" - artifacts: - changed-files: - any-glob-to-any-file: "swarms/artifacts/**" - chunkers: - changed-files: - any-glob-to-any-file: "swarms/chunkers/**" - cli: - changed-files: - any-glob-to-any-file: "swarms/cli/**" - loaders: - changed-files: - any-glob-to-any-file: "swarms/loaders/**" - memory: - changed-files: - any-glob-to-any-file: "swarms/memory/**" - models: - changed-files: - any-glob-to-any-file: "swarms/models/**" - prompts: - changed-files: - any-glob-to-any-file: "swarms/prompts/**" - structs: - changed-files: - any-glob-to-any-file: "swarms/structs/**" - telemetry: - changed-files: - any-glob-to-any-file: "swarms/telemetry/**" - tokenizers: - changed-files: - any-glob-to-any-file: "swarms/tokenizers/**" - tools: - changed-files: - any-glob-to-any-file: "swarms/tools/**" - utils: - changed-files: - any-glob-to-any-file: "swarms/utils/**" - workers: - changed-files: - any-glob-to-any-file: "swarms/workers/**" - rust: - changed-files: - any-glob-to-any-file: "**/*.rs" diff --git a/.github/library/setup/action.yml b/.github/library/setup/action.yml index 95dd30e0..fc3a53b8 100644 --- a/.github/library/setup/action.yml +++ b/.github/library/setup/action.yml @@ -1,3 +1,4 @@ +--- name: "Setup" description: Setup the environment for the project inputs: @@ -5,7 +6,6 @@ inputs: description: "Python version to use" required: false default: "3.10" - runs: using: "composite" steps: @@ -39,8 +39,8 @@ runs: source .venv/bin/activate echo PATH=$PATH >> $GITHUB_ENV shell: bash - # - name: "Install apt dependencies" - # run: | - # sudo apt-get update - # sudo apt-get install -y python3-opencv - # shell: bash + # - name: "Install apt dependencies" + # run: | + # sudo apt-get update + # sudo apt-get install -y python3-opencv + # shell: bash diff --git a/.github/workflows/codacy.yml b/.github/workflows/codacy.yml index 5bd76f4c..2274b506 100644 --- a/.github/workflows/codacy.yml +++ b/.github/workflows/codacy.yml @@ -11,7 +11,6 @@ # https://github.com/codacy/codacy-analysis-cli-action. # For more information on Codacy Analysis CLI in general, see # https://github.com/codacy/codacy-analysis-cli. - name: Codacy Security Scan on: push: diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml index 73e48835..5b189ce4 100644 --- a/.github/workflows/codeql.yml +++ b/.github/workflows/codeql.yml @@ -60,9 +60,6 @@ jobs: # queries: security-extended,security-and-quality uses: github/codeql-action/autobuild@v3 - # ℹ️ Command-line programs to run using the OS shell. - # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun - # If the Autobuild fails above, remove it and uncomment the following three lines. # modify them (or add more) to build your code if your project, please refer to the EXAMPLE below for guidance. @@ -70,6 +67,9 @@ jobs: # echo "Run, Build Application using script" # ./location_of_script_within_repo/buildscript.sh - name: Perform CodeQL Analysis + # ℹ️ Command-line programs to run using the OS shell. + # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun + uses: github/codeql-action/analyze@v3 with: category: "/language:${{matrix.language}}" diff --git a/.github/workflows/label.yml b/.github/workflows/label.yml index ff9dbc08..655f5f28 100644 --- a/.github/workflows/label.yml +++ b/.github/workflows/label.yml @@ -5,7 +5,6 @@ # To use this workflow, you will need to set up a .github/labeler.yml # file with configuration. For more information, see: # https://github.com/actions/labeler - name: Labeler on: [pull_request_target] jobs: diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml index 6e5fc11c..430b5127 100644 --- a/.github/workflows/stale.yml +++ b/.github/workflows/stale.yml @@ -25,24 +25,23 @@ jobs: close-issue-reason: not_planned any-of-labels: "status:awaiting user response,status:more data needed" stale-issue-message: > - Marking this issue as stale since it has been open for 14 days with no activity. - This issue will be closed if no further activity occurs. + Marking this issue as stale since it has been open for 14 days with no activity. This issue will be closed if no further + activity occurs. close-issue-message: > - This issue was closed because it has been inactive for 28 days. - Please post a new issue if you need further assistance. + This issue was closed because it has been inactive for 28 days. Please post a new issue if you need further assistance. Thanks! days-before-pr-stale: 14 days-before-pr-close: 14 stale-pr-label: "status:stale" stale-pr-message: > - Marking this pull request as stale since it has been open for 14 days with no activity. - This PR will be closed if no further activity occurs. + Marking this pull request as stale since it has been open for 14 days with no activity. This PR will be closed if no + further activity occurs. close-pr-message: > - This pull request was closed because it has been inactive for 28 days. - Please open a new pull request if you need furtherassistance. Thanks! + This pull request was closed because it has been inactive for 28 days. Please open a new pull request if you need furtherassistance. + Thanks! # Label that can be assigned to issues to exclude them from being marked as stale exempt-issue-labels: 'override-stale' diff --git a/.github/workflows/test_pr.yml b/.github/workflows/test_pr.yml index 44ec883a..b45bee35 100644 --- a/.github/workflows/test_pr.yml +++ b/.github/workflows/test_pr.yml @@ -1,6 +1,5 @@ --- # Notebook-related checks - name: Presubmit checks on: # Relevant PRs diff --git a/.github/workflows/welcome.yml b/.github/workflows/welcome.yml index 094943d0..e3e7809e 100644 --- a/.github/workflows/welcome.yml +++ b/.github/workflows/welcome.yml @@ -15,8 +15,8 @@ jobs: with: repo-token: ${{ secrets.GITHUB_TOKEN }} issue-message: > - Hello there, thank you for opening an Issue ! 🙏🏻 - The team was notified and they will get back to you asap. + Hello there, thank you for opening an Issue ! 🙏🏻 The team was notified and they will get back to you asap. + pr-message: > - Hello there, thank you for opening an PR ! 🙏🏻 - The team was notified and they will get back to you asap. + Hello there, thank you for opening an PR ! 🙏🏻 The team was notified and they will get back to you asap. + diff --git a/.yamlfmt b/.yamlfmt index 650063d6..9d2bc0c9 100644 --- a/.yamlfmt +++ b/.yamlfmt @@ -1,4 +1,4 @@ formatter: type: basic include_document_start: true - max_line_length: 127 \ No newline at end of file + max_line_length: 127 diff --git a/mkdocs.yml b/mkdocs.yml index 904f5c4e..62fbca90 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -178,4 +178,4 @@ nav: - Hiring: "corporate/hiring.md" - SwarmCloud: "corporate/swarm_cloud.md" - SwarmMemo: "corporate/swarm_memo.md" - - Data Room: "corporate/data_room.md" \ No newline at end of file + - Data Room: "corporate/data_room.md" From 062ce8773baa918af2e30e78f4a9b553b9f26fd0 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 28 Feb 2024 17:58:48 -0500 Subject: [PATCH 218/254] Update GitHub Actions workflow configuration --- .github/workflows/test.yml | 6 +----- .github/workflows/test_pr.yml | 9 +-------- 2 files changed, 2 insertions(+), 13 deletions(-) diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 9f6c21f5..029245c9 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -1,10 +1,6 @@ --- name: build -on: - push: - branches: [main] - pull_request: - branches: [main] +on: [push, pull_request] jobs: build: runs-on: ubuntu-latest diff --git a/.github/workflows/test_pr.yml b/.github/workflows/test_pr.yml index b45bee35..558b0207 100644 --- a/.github/workflows/test_pr.yml +++ b/.github/workflows/test_pr.yml @@ -1,14 +1,7 @@ --- # Notebook-related checks name: Presubmit checks -on: - # Relevant PRs - pull_request: - paths: - - "swarms/**" - - "tests/**" - # Allow manual runs - workflow_dispatch: +on: [push, pull_request] jobs: pytype3_10: name: pytype 3.10 From f281805fcb34cf0207c02cb0efbbf2e28aec3539 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 28 Feb 2024 18:05:54 -0500 Subject: [PATCH 219/254] yamlfmt and yamllint changes --- .github/library/setup/action.yml | 5 ----- .github/workflows/codeql.yml | 5 ++--- .github/workflows/stale.yml | 20 ++++++++++---------- .github/workflows/welcome.yml | 9 +++++---- .yamlfmt | 4 +++- 5 files changed, 20 insertions(+), 23 deletions(-) diff --git a/.github/library/setup/action.yml b/.github/library/setup/action.yml index fc3a53b8..dbf64a48 100644 --- a/.github/library/setup/action.yml +++ b/.github/library/setup/action.yml @@ -39,8 +39,3 @@ runs: source .venv/bin/activate echo PATH=$PATH >> $GITHUB_ENV shell: bash - # - name: "Install apt dependencies" - # run: | - # sudo apt-get update - # sudo apt-get install -y python3-opencv - # shell: bash diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml index 5b189ce4..c3e50e39 100644 --- a/.github/workflows/codeql.yml +++ b/.github/workflows/codeql.yml @@ -60,9 +60,6 @@ jobs: # queries: security-extended,security-and-quality uses: github/codeql-action/autobuild@v3 - # If the Autobuild fails above, remove it and uncomment the following three lines. - # modify them (or add more) to build your code if your project, please refer to the EXAMPLE below for guidance. - # - run: | # echo "Run, Build Application using script" # ./location_of_script_within_repo/buildscript.sh @@ -70,6 +67,8 @@ jobs: # ℹ️ Command-line programs to run using the OS shell. # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun + # If the Autobuild fails above, remove it and uncomment the following three lines. + # modify them (or add more) to build your code if your project, please refer to the EXAMPLE below for guidance. uses: github/codeql-action/analyze@v3 with: category: "/language:${{matrix.language}}" diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml index 430b5127..b07bd879 100644 --- a/.github/workflows/stale.yml +++ b/.github/workflows/stale.yml @@ -8,7 +8,7 @@ name: Mark stale issues and pull requests on: schedule: # Scheduled to run at 1.30 UTC everyday - - cron: '30 1 * * *' + - cron: "30 1 * * *" jobs: stale: runs-on: ubuntu-latest @@ -25,25 +25,25 @@ jobs: close-issue-reason: not_planned any-of-labels: "status:awaiting user response,status:more data needed" stale-issue-message: > - Marking this issue as stale since it has been open for 14 days with no activity. This issue will be closed if no further - activity occurs. + Marking this issue as stale since it has been open for 14 days with no activity. This issue + will be closed if no further activity occurs. close-issue-message: > - This issue was closed because it has been inactive for 28 days. Please post a new issue if you need further assistance. - Thanks! + This issue was closed because it has been inactive for 28 days. Please post a new issue if + you need further assistance. Thanks! days-before-pr-stale: 14 days-before-pr-close: 14 stale-pr-label: "status:stale" stale-pr-message: > - Marking this pull request as stale since it has been open for 14 days with no activity. This PR will be closed if no - further activity occurs. + Marking this pull request as stale since it has been open for 14 days with no activity. This + PR will be closed if no further activity occurs. close-pr-message: > - This pull request was closed because it has been inactive for 28 days. Please open a new pull request if you need furtherassistance. - Thanks! + This pull request was closed because it has been inactive for 28 days. Please open a new + pull request if you need furtherassistance. Thanks! # Label that can be assigned to issues to exclude them from being marked as stale - exempt-issue-labels: 'override-stale' + exempt-issue-labels: "override-stale" # Label that can be assigned to PRs to exclude them from being marked as stale exempt-pr-labels: "override-stale" diff --git a/.github/workflows/welcome.yml b/.github/workflows/welcome.yml index e3e7809e..342e07f9 100644 --- a/.github/workflows/welcome.yml +++ b/.github/workflows/welcome.yml @@ -15,8 +15,9 @@ jobs: with: repo-token: ${{ secrets.GITHUB_TOKEN }} issue-message: > - Hello there, thank you for opening an Issue ! 🙏🏻 The team was notified and they will get back to you asap. - - pr-message: > - Hello there, thank you for opening an PR ! 🙏🏻 The team was notified and they will get back to you asap. + Hello there, thank you for opening an Issue ! 🙏🏻 The team was notified and they will get back + to you asap. + pr-message: >- + Hello there, thank you for opening an PR ! 🙏🏻 The team was notified and they will get back + to you asap. diff --git a/.yamlfmt b/.yamlfmt index 9d2bc0c9..00827189 100644 --- a/.yamlfmt +++ b/.yamlfmt @@ -1,4 +1,6 @@ +--- formatter: type: basic include_document_start: true - max_line_length: 127 + max_line_length: 100 + pad_line_comments: 2 From 490e2783856c2ee89e7e739701529bb79a778d89 Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 28 Feb 2024 15:24:25 -0800 Subject: [PATCH 220/254] [FEAT][SequentialWorkflow][Fix] --- docs/assets/img/reliabilitythrough.png | Bin 0 -> 41362 bytes docs/limits_of_individual_agents.md | 2 + playground/models/azure_openai.py | 10 + .../structs/sequential_workflow_example.py | 0 pyproject.toml | 1 + requirements.txt | 1 + sequential_workflow_with_agents.py | 39 +++ swarms/models/azure_openai_llm.py | 223 ++++++++++++++ swarms/structs/agent.py | 6 +- swarms/structs/base_workflow.py | 85 +++++- swarms/structs/sequential_workflow.py | 276 +++++------------- swarms/utils/loguru_logger.py | 2 +- 12 files changed, 424 insertions(+), 221 deletions(-) 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Hallucination diff --git a/playground/models/azure_openai.py b/playground/models/azure_openai.py new file mode 100644 index 00000000..aeda11c5 --- /dev/null +++ b/playground/models/azure_openai.py @@ -0,0 +1,10 @@ +from swarms.models.azure_openai_llm import AzureOpenAI + +# Initialize Azure OpenAI +model = AzureOpenAI() + +# Run the model +model( + "Create a youtube script for a video on how to use the swarms" + " framework" +) diff --git a/sequential_workflow_example.py b/playground/structs/sequential_workflow_example.py similarity index 100% rename from sequential_workflow_example.py rename to playground/structs/sequential_workflow_example.py diff --git a/pyproject.toml b/pyproject.toml index 90ec0f3b..6c335aa7 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -75,6 +75,7 @@ supervision = "*" scikit-image = "*" pinecone-client = "*" roboflow = "*" +langchain-core = "0.1.27" diff --git a/requirements.txt b/requirements.txt index 714727fb..a23fcf4c 100644 --- a/requirements.txt +++ b/requirements.txt @@ -3,6 +3,7 @@ transformers pandas==1.5.3 langchain==0.0.333 langchain-experimental==0.0.10 +langchain-core==0.1.27 httpx==0.24.1 Pillow==9.4.0 faiss-cpu==1.7.4 diff --git a/sequential_workflow_with_agents.py b/sequential_workflow_with_agents.py new file mode 100644 index 00000000..bfd28f08 --- /dev/null +++ b/sequential_workflow_with_agents.py @@ -0,0 +1,39 @@ +from swarms import Agent, OpenAIChat, SequentialWorkflow + +# Example usage +llm = OpenAIChat( + temperature=0.5, + max_tokens=3000, +) + +# Initialize the Agent with the language agent +agent1 = Agent( + agent_name="John the writer", + llm=llm, + max_loops=1, + dashboard=False, +) + + +# Create another Agent for a different task +agent2 = Agent("Summarizer", llm=llm, max_loops=1, dashboard=False) + + +# Create the workflow +workflow = SequentialWorkflow( + name="Blog Generation Workflow", + description=( + "Generate a youtube transcript on how to deploy agents into production" + ), + max_loops=1, + autosave=True, + dashboard=False, + agents=[agent1, agent2], +) + +# Run the workflow +workflow.run() + +# # # Output the results +# for task in workflow.tasks: +# print(f"Task: {task.description}, Result: {task.result}") diff --git a/swarms/models/azure_openai_llm.py b/swarms/models/azure_openai_llm.py new file mode 100644 index 00000000..3ff8bd22 --- /dev/null +++ b/swarms/models/azure_openai_llm.py @@ -0,0 +1,223 @@ +from __future__ import annotations + +import logging +import os +from typing import Any, Callable, Dict, List, Mapping, Optional, Union + +import openai +from langchain_core.pydantic_v1 import ( + Field, + SecretStr, + root_validator, +) +from langchain_core.utils import ( + convert_to_secret_str, + get_from_dict_or_env, +) +from langchain_openai.llms.base import BaseOpenAI + +logger = logging.getLogger(__name__) + + +class AzureOpenAI(BaseOpenAI): + """Azure-specific OpenAI large language models. + + To use, you should have the ``openai`` python package installed, and the + environment variable ``OPENAI_API_KEY`` set with your API key. + + Any parameters that are valid to be passed to the openai.create call can be passed + in, even if not explicitly saved on this class. + + Example: + .. code-block:: python + + from swarms import AzureOpenAI + + openai = AzureOpenAI(model_name="gpt-3.5-turbo-instruct") + """ + + azure_endpoint: Union[str, None] = None + """Your Azure endpoint, including the resource. + + Automatically inferred from env var `AZURE_OPENAI_ENDPOINT` if not provided. + + Example: `https://example-resource.azure.openai.com/` + """ + deployment_name: Union[str, None] = Field( + default=None, alias="azure_deployment" + ) + """A model deployment. + + If given sets the base client URL to include `/deployments/{azure_deployment}`. + Note: this means you won't be able to use non-deployment endpoints. + """ + openai_api_version: str = Field(default="", alias="api_version") + """Automatically inferred from env var `OPENAI_API_VERSION` if not provided.""" + openai_api_key: Optional[SecretStr] = Field( + default=None, alias="api_key" + ) + """Automatically inferred from env var `AZURE_OPENAI_API_KEY` if not provided.""" + azure_ad_token: Optional[SecretStr] = None + """Your Azure Active Directory token. + + Automatically inferred from env var `AZURE_OPENAI_AD_TOKEN` if not provided. + + For more: + https://www.microsoft.com/en-us/security/business/identity-access/microsoft-entra-id. + """ # noqa: E501 + azure_ad_token_provider: Union[Callable[[], str], None] = None + """A function that returns an Azure Active Directory token. + + Will be invoked on every request. + """ + openai_api_type: str = "" + """Legacy, for openai<1.0.0 support.""" + validate_base_url: bool = True + """For backwards compatibility. If legacy val openai_api_base is passed in, try to + infer if it is a base_url or azure_endpoint and update accordingly. + """ + + @classmethod + def get_lc_namespace(cls) -> List[str]: + """Get the namespace of the langchain object.""" + return ["langchain", "llms", "openai"] + + @root_validator() + def validate_environment(cls, values: Dict) -> Dict: + """Validate that api key and python package exists in environment.""" + if values["n"] < 1: + raise ValueError("n must be at least 1.") + if values["streaming"] and values["n"] > 1: + raise ValueError("Cannot stream results when n > 1.") + if values["streaming"] and values["best_of"] > 1: + raise ValueError( + "Cannot stream results when best_of > 1." + ) + + # Check OPENAI_KEY for backwards compatibility. + # TODO: Remove OPENAI_API_KEY support to avoid possible conflict when using + # other forms of azure credentials. + openai_api_key = ( + values["openai_api_key"] + or os.getenv("AZURE_OPENAI_API_KEY") + or os.getenv("OPENAI_API_KEY") + ) + values["openai_api_key"] = ( + convert_to_secret_str(openai_api_key) + if openai_api_key + else None + ) + + values["azure_endpoint"] = values[ + "azure_endpoint" + ] or os.getenv("AZURE_OPENAI_ENDPOINT") + azure_ad_token = values["azure_ad_token"] or os.getenv( + "AZURE_OPENAI_AD_TOKEN" + ) + values["azure_ad_token"] = ( + convert_to_secret_str(azure_ad_token) + if azure_ad_token + else None + ) + values["openai_api_base"] = values[ + "openai_api_base" + ] or os.getenv("OPENAI_API_BASE") + values["openai_proxy"] = get_from_dict_or_env( + values, + "openai_proxy", + "OPENAI_PROXY", + default="", + ) + values["openai_organization"] = ( + values["openai_organization"] + or os.getenv("OPENAI_ORG_ID") + or os.getenv("OPENAI_ORGANIZATION") + ) + values["openai_api_version"] = values[ + "openai_api_version" + ] or os.getenv("OPENAI_API_VERSION") + values["openai_api_type"] = get_from_dict_or_env( + values, + "openai_api_type", + "OPENAI_API_TYPE", + default="azure", + ) + # For backwards compatibility. Before openai v1, no distinction was made + # between azure_endpoint and base_url (openai_api_base). + openai_api_base = values["openai_api_base"] + if openai_api_base and values["validate_base_url"]: + if "/openai" not in openai_api_base: + values["openai_api_base"] = ( + values["openai_api_base"].rstrip("/") + "/openai" + ) + raise ValueError( + "As of openai>=1.0.0, Azure endpoints should be" + " specified via the `azure_endpoint` param not" + " `openai_api_base` (or alias `base_url`)." + ) + if values["deployment_name"]: + raise ValueError( + "As of openai>=1.0.0, if `deployment_name` (or" + " alias `azure_deployment`) is specified then" + " `openai_api_base` (or alias `base_url`) should" + " not be. Instead use `deployment_name` (or alias" + " `azure_deployment`) and `azure_endpoint`." + ) + values["deployment_name"] = None + client_params = { + "api_version": values["openai_api_version"], + "azure_endpoint": values["azure_endpoint"], + "azure_deployment": values["deployment_name"], + "api_key": ( + values["openai_api_key"].get_secret_value() + if values["openai_api_key"] + else None + ), + "azure_ad_token": ( + values["azure_ad_token"].get_secret_value() + if values["azure_ad_token"] + else None + ), + "azure_ad_token_provider": values[ + "azure_ad_token_provider" + ], + "organization": values["openai_organization"], + "base_url": values["openai_api_base"], + "timeout": values["request_timeout"], + "max_retries": values["max_retries"], + "default_headers": values["default_headers"], + "default_query": values["default_query"], + "http_client": values["http_client"], + } + values["client"] = openai.AzureOpenAI( + **client_params + ).completions + values["async_client"] = openai.AsyncAzureOpenAI( + **client_params + ).completions + + return values + + @property + def _identifying_params(self) -> Mapping[str, Any]: + return { + **{"deployment_name": self.deployment_name}, + **super()._identifying_params, + } + + @property + def _invocation_params(self) -> Dict[str, Any]: + openai_params = {"model": self.deployment_name} + return {**openai_params, **super()._invocation_params} + + @property + def _llm_type(self) -> str: + """Return type of llm.""" + return "azure" + + @property + def lc_attributes(self) -> Dict[str, Any]: + return { + "openai_api_type": self.openai_api_type, + "openai_api_version": self.openai_api_version, + } diff --git a/swarms/structs/agent.py b/swarms/structs/agent.py index e1282e5b..412dc02d 100644 --- a/swarms/structs/agent.py +++ b/swarms/structs/agent.py @@ -671,9 +671,9 @@ class Agent: ): break - if self.parse_done_token: - if parse_done_token(response): - break + # if self.parse_done_token: + # if parse_done_token(response): + # break if self.stopping_func is not None: if self.stopping_func(response) is True: diff --git a/swarms/structs/base_workflow.py b/swarms/structs/base_workflow.py index ace1fd3d..1326e2d3 100644 --- a/swarms/structs/base_workflow.py +++ b/swarms/structs/base_workflow.py @@ -5,7 +5,8 @@ from termcolor import colored from swarms.structs.base import BaseStructure from swarms.structs.task import Task - +from swarms.structs.agent import Agent +from swarms.utils.loguru_logger import logger class BaseWorkflow(BaseStructure): """ @@ -14,18 +15,27 @@ class BaseWorkflow(BaseStructure): Attributes: task_pool (list): A list to store tasks. - Methods: - add(task: Task = None, tasks: List[Task] = None, *args, **kwargs): - Adds a task or a list of tasks to the task pool. - run(): - Abstract method to run the workflow. + """ def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) self.task_pool = [] + self.agent_pool = [] + + # Logging + logger.info("Number of agents activated:") + if self.agents: + logger.info(f"Agents: {len(self.agents)}") + else: + logger.info("No agents activated.") - def add( + if self.task_pool: + logger.info(f"Task Pool Size: {len(self.task_pool)}") + else: + logger.info("Task Pool is empty.") + + def add_task( self, task: Task = None, tasks: List[Task] = None, @@ -50,6 +60,14 @@ class BaseWorkflow(BaseStructure): raise ValueError( "You must provide a task or a list of tasks" ) + + def add_agent( + self, + agent: Agent, + *args, + **kwargs + ): + return self.agent_pool(agent) def run(self): """ @@ -318,3 +336,56 @@ class BaseWorkflow(BaseStructure): "red", ) ) + + + def workflow_dashboard(self, **kwargs) -> None: + """ + Displays a dashboard for the workflow. + + Args: + **kwargs: Additional keyword arguments to pass to the dashboard. + + Examples: + >>> from swarms.models import OpenAIChat + >>> from swarms.structs import SequentialWorkflow + >>> llm = OpenAIChat(openai_api_key="") + >>> workflow = SequentialWorkflow(max_loops=1) + >>> workflow.add("What's the weather in miami", llm) + >>> workflow.add("Create a report on these metrics", llm) + >>> workflow.workflow_dashboard() + + """ + print( + colored( + f""" + Sequential Workflow Dashboard + -------------------------------- + Name: {self.name} + Description: {self.description} + task_pool: {len(self.task_pool)} + Max Loops: {self.max_loops} + Autosave: {self.autosave} + Autosave Filepath: {self.saved_state_filepath} + Restore Filepath: {self.restore_state_filepath} + -------------------------------- + Metadata: + kwargs: {kwargs} + """, + "cyan", + attrs=["bold", "underline"], + ) + ) + + def workflow_bootup(self, **kwargs) -> None: + """ + Workflow bootup. + + """ + print( + colored( + """ + Sequential Workflow Initializing...""", + "green", + attrs=["bold", "underline"], + ) + ) \ No newline at end of file diff --git a/swarms/structs/sequential_workflow.py b/swarms/structs/sequential_workflow.py index f21c3056..2fe23a1c 100644 --- a/swarms/structs/sequential_workflow.py +++ b/swarms/structs/sequential_workflow.py @@ -10,6 +10,7 @@ from swarms.structs.task import Task from swarms.structs.agent import Agent from swarms.structs.conversation import Conversation from swarms.utils.loguru_logger import logger +from swarms.structs.base_workflow import BaseWorkflow # SequentialWorkflow class definition using dataclasses @@ -61,8 +62,16 @@ class SequentialWorkflow: ) # Logging - logger.info(f"Number of agents activated: {len(self.agents)}") - logger.info(f"Task Pool Size: {self.task_pool}") + logger.info("Number of agents activated:") + if self.agents: + logger.info(f"Agents: {len(self.agents)}") + else: + logger.info("No agents activated.") + + if self.task_pool: + logger.info(f"Task Pool Size: {len(self.task_pool)}") + else: + logger.info("Task Pool is empty.") def add( self, @@ -81,7 +90,6 @@ class SequentialWorkflow: *args: Additional arguments to pass to the task execution. **kwargs: Additional keyword arguments to pass to the task execution. """ - logger.info("A") for agent in self.agents: out = agent(str(self.description)) self.conversation.add(agent.agent_name, out) @@ -169,217 +177,65 @@ class SequentialWorkflow: ), ) - def save_workflow_state( - self, - filepath: Optional[str] = "sequential_workflow_state.json", - **kwargs, - ) -> None: - """ - Saves the workflow state to a json file. - - Args: - filepath (str): The path to save the workflow state to. - - Examples: - >>> from swarms.models import OpenAIChat - >>> from swarms.structs import SequentialWorkflow - >>> llm = OpenAIChat(openai_api_key="") - >>> workflow = SequentialWorkflow(max_loops=1) - >>> workflow.add("What's the weather in miami", llm) - >>> workflow.add("Create a report on these metrics", llm) - >>> workflow.save_workflow_state("sequential_workflow_state.json") - """ - try: - filepath = filepath or self.saved_state_filepath - - with open(filepath, "w") as f: - # Saving the state as a json for simplicuty - state = { - "task_pool": [ - { - "description": task.description, - "args": task.args, - "kwargs": task.kwargs, - "result": task.result, - "history": task.history, - } - for task in self.task_pool - ], - "max_loops": self.max_loops, - } - json.dump(state, f, indent=4) - - logger.info( - "[INFO][SequentialWorkflow] Saved workflow state to" - f" {filepath}" - ) - except Exception as error: - logger.error( - colored( - f"Error saving workflow state: {error}", - "red", - ) - ) - - def workflow_bootup(self, **kwargs) -> None: - """ - Workflow bootup. - - """ - print( - colored( - """ - Sequential Workflow Initializing...""", - "green", - attrs=["bold", "underline"], - ) - ) - - def workflow_dashboard(self, **kwargs) -> None: - """ - Displays a dashboard for the workflow. - - Args: - **kwargs: Additional keyword arguments to pass to the dashboard. - - Examples: - >>> from swarms.models import OpenAIChat - >>> from swarms.structs import SequentialWorkflow - >>> llm = OpenAIChat(openai_api_key="") - >>> workflow = SequentialWorkflow(max_loops=1) - >>> workflow.add("What's the weather in miami", llm) - >>> workflow.add("Create a report on these metrics", llm) - >>> workflow.workflow_dashboard() - - """ - print( - colored( - f""" - Sequential Workflow Dashboard - -------------------------------- - Name: {self.name} - Description: {self.description} - task_pool: {len(self.task_pool)} - Max Loops: {self.max_loops} - Autosave: {self.autosave} - Autosave Filepath: {self.saved_state_filepath} - Restore Filepath: {self.restore_state_filepath} - -------------------------------- - Metadata: - kwargs: {kwargs} - """, - "cyan", - attrs=["bold", "underline"], - ) - ) - - def workflow_shutdown(self, **kwargs) -> None: - """Shuts down the workflow.""" - print( - colored( - """ - Sequential Workflow Shutdown...""", - "red", - attrs=["bold", "underline"], - ) - ) - - def load_workflow_state( - self, filepath: str = None, **kwargs - ) -> None: - """ - Loads the workflow state from a json file and restores the workflow state. - - Args: - filepath (str): The path to load the workflow state from. - - Examples: - >>> from swarms.models import OpenAIChat - >>> from swarms.structs import SequentialWorkflow - >>> llm = OpenAIChat(openai_api_key="") - >>> workflow = SequentialWorkflow(max_loops=1) - >>> workflow.add("What's the weather in miami", llm) - >>> workflow.add("Create a report on these metrics", llm) - >>> workflow.save_workflow_state("sequential_workflow_state.json") - >>> workflow.load_workflow_state("sequential_workflow_state.json") - - """ - try: - filepath = filepath or self.restore_state_filepath - - with open(filepath) as f: - state = json.load(f) - self.max_loops = state["max_loops"] - self.task_pool = [] - for task_state in state["task_pool"]: - task = Task( - description=task_state["description"], - agent=task_state["agent"], - args=task_state["args"], - kwargs=task_state["kwargs"], - result=task_state["result"], - history=task_state["history"], - ) - self.task_pool.append(task) - - print( - "[INFO][SequentialWorkflow] Loaded workflow state" - f" from {filepath}" - ) - except Exception as error: - logger.error( - colored( - f"Error loading workflow state: {error}", - "red", - ) - ) - def run(self) -> None: """ Run the workflow. Raises: - ValueError: If a Agent instance is used as a task and the 'task' argument is not provided. + ValueError: If an Agent instance is used as a task and the 'task' argument is not provided. """ - try: - self.workflow_bootup() - loops = 0 - while loops < self.max_loops: - for i in range(len(self.task_pool)): - task = self.task_pool[i] - # Check if the current task can be executed - if task.result is None: - # Get the inputs for the current task - task.context(task) - - result = task.execute() - - # Pass the inputs to the next task - if i < len(self.task_pool) - 1: - next_task = self.task_pool[i + 1] - next_task.description = result - - # Execute the current task - task.execute() - - # Autosave the workflow state - if self.autosave: - self.save_workflow_state( - "sequential_workflow_state.json" - ) - - self.workflow_shutdown() - loops += 1 - except Exception as e: - logger.error( - colored( - ( - "Error initializing the Sequential workflow:" - f" {e} try optimizing your inputs like the" - " agent class and task description" - ), - "red", - attrs=["bold", "underline"], - ) - ) + self.workflow_bootup() + loops = 0 + while loops < self.max_loops: + for i, agent in enumerate(self.agents): + logger.info(f"Agent {i+1} is executing the task.") + out = agent(self.description) + self.conversation.add(agent.agent_name, str(out)) + prompt = self.conversation.return_history_as_string() + print(prompt) + print(f"Next agent...........") + out = agent(prompt) + + return out + # try: + # self.workflow_bootup() + # loops = 0 + # while loops < self.max_loops: + # for i in range(len(self.task_pool)): + # task = self.task_pool[i] + # # Check if the current task can be executed + # if task.result is None: + # # Get the inputs for the current task + # task.context(task) + + # result = task.execute() + + # # Pass the inputs to the next task + # if i < len(self.task_pool) - 1: + # next_task = self.task_pool[i + 1] + # next_task.description = result + + # # Execute the current task + # task.execute() + + # # Autosave the workflow state + # if self.autosave: + # self.save_workflow_state( + # "sequential_workflow_state.json" + # ) + + # self.workflow_shutdown() + # loops += 1 + # except Exception as e: + # logger.error( + # colored( + # ( + # "Error initializing the Sequential workflow:" + # f" {e} try optimizing your inputs like the" + # " agent class and task description" + # ), + # "red", + # attrs=["bold", "underline"], + # ) + # ) diff --git a/swarms/utils/loguru_logger.py b/swarms/utils/loguru_logger.py index b94ff33f..dbbed560 100644 --- a/swarms/utils/loguru_logger.py +++ b/swarms/utils/loguru_logger.py @@ -1,6 +1,6 @@ from loguru import logger -logger = logger.add( +logger.add( "MessagePool.log", level="INFO", colorize=True, From 1f65acb68930b830760ad23e62d6307fc3d38590 Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 28 Feb 2024 15:31:45 -0800 Subject: [PATCH 221/254] [DOCS] --- docs/corporate/faq.md | 67 +++++++++++++++++++++++++-- docs/limits_of_individual_agents.md | 4 +- docs/why_swarms.md | 53 +++++++++++++++++++++ sequential_workflow_with_agents.py | 3 +- swarms/structs/base_workflow.py | 19 +++----- swarms/structs/sequential_workflow.py | 4 +- 6 files changed, 130 insertions(+), 20 deletions(-) create mode 100644 docs/why_swarms.md diff --git a/docs/corporate/faq.md b/docs/corporate/faq.md index 99e78ac7..20b709e9 100644 --- a/docs/corporate/faq.md +++ b/docs/corporate/faq.md @@ -1,7 +1,68 @@ -This page summarizes questions we were asked on [Discord](https://discord.gg/gnWRz88eym), Hacker News, and Reddit. Feel free to post a question to [Discord](https://discord.gg/gnWRz88eym) or open a discussion on our [Github Page](https://github.com/kyegomez) or hit us up directly: [kye@apac.ai](mailto:hello@swarms.ai). +### FAQ on Swarm Intelligence and Multi-Agent Systems -## 1. How is Swarms different from LangChain? +#### What is an agent in the context of AI and swarm intelligence? -Swarms is an open source alternative to LangChain and differs in its approach to creating LLM pipelines and DAGs. In addition to agents, it uses more general-purpose DAGs and pipelines. A close proxy might be *Airflow for LLMs*. Swarms still implements chain of thought logic for prompt tasks that use "tools" but it also supports any type of input / output (images, audio, etc.). +In artificial intelligence (AI), an agent refers to an LLM with some objective to accomplish. +In swarm intelligence, each agent interacts with other agents and possibly the environment to achieve complex collective behaviors or solve problems more efficiently than individual agents could on their own. + +#### What do you need Swarms at all? +Individual agents are limited by a vast array of issues such as context window loss, single task execution, hallucination, and no collaboration. + + +#### How does a swarm work? + +A swarm works through the principles of decentralized control, local interactions, and simple rules followed by each agent. Unlike centralized systems, where a single entity dictates the behavior of all components, in a swarm, each agent makes its own decisions based on local information and interactions with nearby agents. These local interactions lead to the emergence of complex, organized behaviors or solutions at the collective level, enabling the swarm to tackle tasks efficiently. + +#### Why do you need more agents in a swarm? + +More agents in a swarm can enhance its problem-solving capabilities, resilience, and efficiency. With more agents: + +- **Diversity and Specialization**: The swarm can leverage a wider range of skills, knowledge, and perspectives, allowing for more creative and effective solutions to complex problems. +- **Scalability**: Adding more agents can increase the swarm's capacity to handle larger tasks or multiple tasks simultaneously. +- **Robustness**: A larger number of agents enhances the system's redundancy and fault tolerance, as the failure of a few agents has a minimal impact on the overall performance of the swarm. + +#### Isn't it more expensive to use more agents? + +While deploying more agents can initially increase costs, especially in terms of computational resources, hosting, and potentially API usage, there are several factors and strategies that can mitigate these expenses: + +- **Efficiency at Scale**: Larger swarms can often solve problems more quickly or effectively, reducing the overall computational time and resources required. +- **Optimization and Caching**: Implementing optimizations and caching strategies can reduce redundant computations, lowering the workload on individual agents and the overall system. +- **Dynamic Scaling**: Utilizing cloud services that offer dynamic scaling can ensure you only pay for the resources you need when you need them, optimizing cost-efficiency. + +#### Can swarms make decisions better than individual agents? + +Yes, swarms can make better decisions than individual agents for several reasons: + +- **Collective Intelligence**: Swarms combine the knowledge and insights of multiple agents, leading to more informed and well-rounded decision-making processes. +- **Error Correction**: The collaborative nature of swarms allows for error checking and correction among agents, reducing the likelihood of mistakes. +- **Adaptability**: Swarms are highly adaptable to changing environments or requirements, as the collective can quickly reorganize or shift strategies based on new information. + +#### How do agents in a swarm communicate? + +Communication in a swarm can vary based on the design and purpose of the system but generally involves either direct or indirect interactions: + +- **Direct Communication**: Agents exchange information directly through messaging, signals, or other communication protocols designed for the system. +- **Indirect Communication**: Agents influence each other through the environment, a method known as stigmergy. Actions by one agent alter the environment, which in turn influences the behavior of other agents. + +#### Are swarms only useful in computational tasks? + +While swarms are often associated with computational tasks, their applications extend far beyond. Swarms can be utilized in: + +- **Robotics**: Coordinating multiple robots for tasks like search and rescue, exploration, or surveillance. +- **Environmental Monitoring**: Using sensor networks to monitor pollution, wildlife, or climate conditions. +- **Social Sciences**: Modeling social behaviors or economic systems to understand complex societal dynamics. +- **Healthcare**: Coordinating care strategies in hospital settings or managing pandemic responses through distributed data analysis. + +#### How do you ensure the security of a swarm system? + +Security in swarm systems involves: + +- **Encryption**: Ensuring all communications between agents are encrypted to prevent unauthorized access or manipulation. +- **Authentication**: Implementing strict authentication mechanisms to verify the identity of each agent in the swarm. +- **Resilience to Attacks**: Designing the swarm to continue functioning effectively even if some agents are compromised or attacked, utilizing redundancy and fault tolerance strategies. + +#### Conclusion + +Swarms represent a powerful paradigm in AI, offering innovative solutions to complex, dynamic problems through collective intelligence and decentralized control. While challenges exist, particularly regarding cost and security, strategic design and management can leverage the strengths of swarm intelligence to achieve remarkable efficiency, adaptability, and robustness in a wide range of applications. \ No newline at end of file diff --git a/docs/limits_of_individual_agents.md b/docs/limits_of_individual_agents.md index e178136e..6a05daa8 100644 --- a/docs/limits_of_individual_agents.md +++ b/docs/limits_of_individual_agents.md @@ -2,13 +2,15 @@ ![Reliable Agents](docs/assets/img/reliabilitythrough.png) + +Individual agents have pushed the boundaries of what machines can learn and accomplish. However, despite their impressive capabilities, these agents face inherent limitations that can hinder their effectiveness in complex, real-world applications. This blog explores the critical constraints of individual agents, such as context window limits, hallucination, single-task threading, and lack of collaboration, and illustrates how multi-agent collaboration can address these limitations. In short, + - Context Window Limits - Single Task Execution - Hallucination - No collaboration -In the rapidly evolving field of artificial intelligence, individual agents have pushed the boundaries of what machines can learn and accomplish. However, despite their impressive capabilities, these agents face inherent limitations that can hinder their effectiveness in complex, real-world applications. This discussion explores the critical constraints of individual agents, such as context window limits, hallucination, single-task threading, and lack of collaboration, and illustrates how multi-agent collaboration can address these limitations. #### Context Window Limits diff --git a/docs/why_swarms.md b/docs/why_swarms.md new file mode 100644 index 00000000..f157af6d --- /dev/null +++ b/docs/why_swarms.md @@ -0,0 +1,53 @@ +# Why Swarms? + +The need for multiple agents to work together in artificial intelligence (AI) and particularly in the context of Large Language Models (LLMs) stems from several inherent limitations and challenges in handling complex, dynamic, and multifaceted tasks with single-agent systems. Collaborating with multiple agents offers a pathway to enhance computational efficiency, cognitive diversity, and problem-solving capabilities. This section delves into the rationale behind employing multi-agent systems and strategizes on overcoming the associated expenses, such as API bills and hosting costs. + +### Why Multiple Agents Are Necessary + +#### 1. **Cognitive Diversity** + +Different agents can bring varied perspectives, knowledge bases, and problem-solving approaches to a task. This diversity is crucial in complex problem-solving scenarios where a single approach might not be sufficient. Cognitive diversity enhances creativity, leading to innovative solutions and the ability to tackle a broader range of problems. + +#### 2. **Specialization and Expertise** + +In many cases, tasks are too complex for a single agent to handle efficiently. By dividing the task among multiple specialized agents, each can focus on a segment where it excels, thereby increasing the overall efficiency and effectiveness of the solution. This approach leverages the expertise of individual agents to achieve superior performance in tasks that require multifaceted knowledge and skills. + +#### 3. **Scalability and Flexibility** + +Multi-agent systems can more easily scale to handle large-scale or evolving tasks. Adding more agents to the system can increase its capacity or capabilities, allowing it to adapt to larger workloads or new types of tasks. This scalability is essential in dynamic environments where the demand and nature of tasks can change rapidly. + +#### 4. **Robustness and Redundancy** + +Collaboration among multiple agents enhances the system's robustness by introducing redundancy. If one agent fails or encounters an error, others can compensate, ensuring the system remains operational. This redundancy is critical in mission-critical applications where failure is not an option. + +### Overcoming Expenses with API Bills and Hosting + +Deploying multiple agents, especially when relying on cloud-based services or APIs, can incur significant costs. Here are strategies to manage and reduce these expenses: + +#### 1. **Optimize Agent Efficiency** + +Before scaling up the number of agents, ensure each agent operates as efficiently as possible. This can involve refining algorithms, reducing unnecessary API calls, and optimizing data processing to minimize computational requirements and, consequently, the associated costs. + +#### 2. **Use Open Source and Self-Hosted Solutions** + +Where possible, leverage open-source models and technologies that can be self-hosted. While there is an initial investment in setting up the infrastructure, over time, self-hosting can significantly reduce costs related to API calls and reliance on third-party services. + +#### 3. **Implement Intelligent Caching** + +Caching results for frequently asked questions or common tasks can drastically reduce the need for repeated computations or API calls. Intelligent caching systems can determine what information to store and for how long, optimizing the balance between fresh data and computational savings. + +#### 4. **Dynamic Scaling and Load Balancing** + +Use cloud services that offer dynamic scaling and load balancing to adjust the resources allocated based on the current demand. This ensures you're not paying for idle resources during low-usage periods while still being able to handle high demand when necessary. + +#### 5. **Collaborative Cost-Sharing Models** + +In scenarios where multiple stakeholders benefit from the multi-agent system, consider implementing a cost-sharing model. This approach distributes the financial burden among the users or beneficiaries, making it more sustainable. + +#### 6. **Monitor and Analyze Costs** + +Regularly monitor and analyze your usage and associated costs to identify potential savings. Many cloud providers offer tools to track and forecast expenses, helping you to adjust your usage patterns and configurations to minimize costs without sacrificing performance. + +### Conclusion + +The collaboration of multiple agents in AI systems presents a robust solution to the complexity, specialization, scalability, and robustness challenges inherent in single-agent approaches. While the associated costs can be significant, strategic optimization, leveraging open-source technologies, intelligent caching, dynamic resource management, collaborative cost-sharing, and diligent monitoring can mitigate these expenses. By adopting these strategies, organizations can harness the power of multi-agent systems to tackle complex problems more effectively and efficiently, ensuring the sustainable deployment of these advanced technologies. \ No newline at end of file diff --git a/sequential_workflow_with_agents.py b/sequential_workflow_with_agents.py index bfd28f08..78bbc697 100644 --- a/sequential_workflow_with_agents.py +++ b/sequential_workflow_with_agents.py @@ -23,7 +23,8 @@ agent2 = Agent("Summarizer", llm=llm, max_loops=1, dashboard=False) workflow = SequentialWorkflow( name="Blog Generation Workflow", description=( - "Generate a youtube transcript on how to deploy agents into production" + "Generate a youtube transcript on how to deploy agents into" + " production" ), max_loops=1, autosave=True, diff --git a/swarms/structs/base_workflow.py b/swarms/structs/base_workflow.py index 1326e2d3..f91f994a 100644 --- a/swarms/structs/base_workflow.py +++ b/swarms/structs/base_workflow.py @@ -6,7 +6,8 @@ from termcolor import colored from swarms.structs.base import BaseStructure from swarms.structs.task import Task from swarms.structs.agent import Agent -from swarms.utils.loguru_logger import logger +from swarms.utils.loguru_logger import logger + class BaseWorkflow(BaseStructure): """ @@ -22,7 +23,7 @@ class BaseWorkflow(BaseStructure): super().__init__(*args, **kwargs) self.task_pool = [] self.agent_pool = [] - + # Logging logger.info("Number of agents activated:") if self.agents: @@ -60,13 +61,8 @@ class BaseWorkflow(BaseStructure): raise ValueError( "You must provide a task or a list of tasks" ) - - def add_agent( - self, - agent: Agent, - *args, - **kwargs - ): + + def add_agent(self, agent: Agent, *args, **kwargs): return self.agent_pool(agent) def run(self): @@ -337,7 +333,6 @@ class BaseWorkflow(BaseStructure): ) ) - def workflow_dashboard(self, **kwargs) -> None: """ Displays a dashboard for the workflow. @@ -375,7 +370,7 @@ class BaseWorkflow(BaseStructure): attrs=["bold", "underline"], ) ) - + def workflow_bootup(self, **kwargs) -> None: """ Workflow bootup. @@ -388,4 +383,4 @@ class BaseWorkflow(BaseStructure): "green", attrs=["bold", "underline"], ) - ) \ No newline at end of file + ) diff --git a/swarms/structs/sequential_workflow.py b/swarms/structs/sequential_workflow.py index 2fe23a1c..4db797fe 100644 --- a/swarms/structs/sequential_workflow.py +++ b/swarms/structs/sequential_workflow.py @@ -1,4 +1,3 @@ -import json from dataclasses import dataclass from typing import Any, Dict, List, Optional @@ -10,7 +9,6 @@ from swarms.structs.task import Task from swarms.structs.agent import Agent from swarms.structs.conversation import Conversation from swarms.utils.loguru_logger import logger -from swarms.structs.base_workflow import BaseWorkflow # SequentialWorkflow class definition using dataclasses @@ -194,7 +192,7 @@ class SequentialWorkflow: self.conversation.add(agent.agent_name, str(out)) prompt = self.conversation.return_history_as_string() print(prompt) - print(f"Next agent...........") + print("Next agent...........") out = agent(prompt) return out From d49720b2f1ea00a812afe48a6d5b6ed39ebc8ffb Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 28 Feb 2024 15:38:06 -0800 Subject: [PATCH 222/254] [REQUIREMENTS][CLEANUP] --- pyproject.toml | 2 -- requirements.txt | 1 - 2 files changed, 3 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 6c335aa7..013a9b0b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -75,8 +75,6 @@ supervision = "*" scikit-image = "*" pinecone-client = "*" roboflow = "*" -langchain-core = "0.1.27" - [tool.poetry.group.lint.dependencies] diff --git a/requirements.txt b/requirements.txt index a23fcf4c..714727fb 100644 --- a/requirements.txt +++ b/requirements.txt @@ -3,7 +3,6 @@ transformers pandas==1.5.3 langchain==0.0.333 langchain-experimental==0.0.10 -langchain-core==0.1.27 httpx==0.24.1 Pillow==9.4.0 faiss-cpu==1.7.4 From 5758e6d5758b26c728e19047bdce52fbdf2caeb4 Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 28 Feb 2024 15:48:46 -0800 Subject: [PATCH 223/254] [DOCS][FAQ] --- docs/corporate/faq.md | 42 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 42 insertions(+) diff --git a/docs/corporate/faq.md b/docs/corporate/faq.md index 20b709e9..b2bad0d4 100644 --- a/docs/corporate/faq.md +++ b/docs/corporate/faq.md @@ -63,6 +63,48 @@ Security in swarm systems involves: - **Authentication**: Implementing strict authentication mechanisms to verify the identity of each agent in the swarm. - **Resilience to Attacks**: Designing the swarm to continue functioning effectively even if some agents are compromised or attacked, utilizing redundancy and fault tolerance strategies. +#### How do individual agents within a swarm share insights without direct learning mechanisms like reinforcement learning? + +In the context of pre-trained Large Language Models (LLMs) that operate within a swarm, sharing insights typically involves explicit communication and data exchange protocols rather than direct learning mechanisms like reinforcement learning. Here's how it can work: + +- **Shared Databases and Knowledge Bases**: Agents can write to and read from a shared database or knowledge base where insights, generated content, and relevant data are stored. This allows agents to benefit from the collective experience of the swarm by accessing information that other agents have contributed. + +- **APIs for Information Exchange**: Custom APIs can facilitate the exchange of information between agents. Through these APIs, agents can request specific information or insights from others within the swarm, effectively sharing knowledge without direct learning. + +#### How do you balance the autonomy of individual LLMs with the need for coherent collective behavior in a swarm? + +Balancing autonomy with collective coherence in a swarm of LLMs involves: + +- **Central Coordination Mechanism**: Implementing a lightweight central coordination mechanism that can assign tasks, distribute information, and collect outputs from individual LLMs. This ensures that while each LLM operates autonomously, their actions are aligned with the swarm's overall objectives. + +- **Standardized Communication Protocols**: Developing standardized protocols for how LLMs communicate and share information ensures that even though each agent works autonomously, the information exchange remains coherent and aligned with the collective goals. + +#### How do LLM swarms adapt to changing environments or tasks without machine learning techniques? + +Adaptation in LLM swarms, without relying on machine learning techniques for dynamic learning, can be achieved through: + +- **Dynamic Task Allocation**: A central system or distributed algorithm can dynamically allocate tasks to different LLMs based on the changing environment or requirements. This ensures that the most suitable LLMs are addressing tasks for which they are best suited as conditions change. + +- **Pre-trained Versatility**: Utilizing a diverse set of pre-trained LLMs with different specialties or training data allows the swarm to select the most appropriate agent for a task as the requirements evolve. + +- **In Context Learning**: In context learning is another mechanism that can be employed within LLM swarms to adapt to changing environments or tasks. This approach involves leveraging the collective knowledge and experiences of the swarm to facilitate learning and improve performance. Here's how it can work: + + +#### Can LLM swarms operate in physical environments, or are they limited to digital spaces? + +LLM swarms primarily operate in digital spaces, given their nature as software entities. However, they can interact with physical environments indirectly through interfaces with sensors, actuaries, or other devices connected to the Internet of Things (IoT). For example, LLMs can process data from physical sensors and control devices based on their outputs, enabling applications like smart home management or autonomous vehicle navigation. + +#### Without direct learning from each other, how do agents in a swarm improve over time? + +Improvement over time in a swarm of pre-trained LLMs, without direct learning from each other, can be achieved through: + +- **Human Feedback**: Incorporating feedback from human operators or users can guide adjustments to the usage patterns or selection criteria of LLMs within the swarm, optimizing performance based on observed outcomes. + +- **Periodic Re-training and Updating**: The individual LLMs can be periodically re-trained or updated by their developers based on collective insights and feedback from their deployment within swarms. While this does not involve direct learning from each encounter, it allows the LLMs to improve over time based on aggregated experiences. + +These adjustments to the FAQ reflect the specific context of pre-trained LLMs operating within a swarm, focusing on communication, coordination, and adaptation mechanisms that align with their capabilities and constraints. + + #### Conclusion Swarms represent a powerful paradigm in AI, offering innovative solutions to complex, dynamic problems through collective intelligence and decentralized control. While challenges exist, particularly regarding cost and security, strategic design and management can leverage the strengths of swarm intelligence to achieve remarkable efficiency, adaptability, and robustness in a wide range of applications. \ No newline at end of file From 0d7fee779c7dd751ed68c518eb76b9dd513093bd Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 28 Feb 2024 16:09:01 -0800 Subject: [PATCH 224/254] [DOCS] --- docs/swarms/memory/qdrant.md | 3 ++- docs/swarms/tokenizers/basetokenizer.md | 1 - .../agents/multi_modal_auto_agent_example.py | 2 +- playground/agents/multion_agent.py | 3 ++- playground/memory/chroma_usage_example.py | 1 - .../structs/dialogue_simulator_example.py | 2 +- playground/structs/godmode_example.py | 2 +- playground/structs/kyle_hackathon.py | 1 + playground/structs/message_pool_example.py | 2 +- playground/tools/agent_with_tools_example.py | 2 +- swarms/agents/multion_agent.py | 3 ++- swarms/agents/worker_agent.py | 1 + swarms/models/__init__.py | 25 +++++-------------- swarms/models/azure_openai_llm.py | 20 +++++++-------- swarms/models/cog_vlm.py | 10 ++++---- swarms/models/fire_function.py | 6 +++-- swarms/models/test_fire_function.py | 1 + swarms/structs/agent.py | 2 +- swarms/structs/async_workflow.py | 2 +- swarms/structs/base_workflow.py | 2 +- swarms/structs/majority_voting.py | 6 ++--- swarms/structs/sequential_workflow.py | 3 +-- swarms/utils/video_to_frames.py | 3 ++- tests/agents/test_multion.py | 4 ++- tests/models/test_fire_function_caller.py | 1 - tests/structs/test_message_pool.py | 2 +- tests/utils/test_pdf_to_text.py | 1 + 27 files changed, 53 insertions(+), 58 deletions(-) diff --git a/docs/swarms/memory/qdrant.md b/docs/swarms/memory/qdrant.md index e234e7be..cfc65670 100644 --- a/docs/swarms/memory/qdrant.md +++ b/docs/swarms/memory/qdrant.md @@ -22,7 +22,8 @@ class Qdrant: collection_name: str = "qdrant", model_name: str = "BAAI/bge-small-en-v1.5", https: bool = True, - ): ... + ): + ... ``` ### Constructor Parameters diff --git a/docs/swarms/tokenizers/basetokenizer.md b/docs/swarms/tokenizers/basetokenizer.md index 8047f301..325640ee 100644 --- a/docs/swarms/tokenizers/basetokenizer.md +++ b/docs/swarms/tokenizers/basetokenizer.md @@ -27,7 +27,6 @@ from swarms.tokenizers import BaseTokenizer class SimpleTokenizer(BaseTokenizer): - def count_tokens(self, text: Union[str, List[dict]]) -> int: if isinstance(text, str): # Split text by spaces as a simple tokenization approach diff --git a/playground/agents/multi_modal_auto_agent_example.py b/playground/agents/multi_modal_auto_agent_example.py index a21aebb8..65f8fa2b 100644 --- a/playground/agents/multi_modal_auto_agent_example.py +++ b/playground/agents/multi_modal_auto_agent_example.py @@ -3,7 +3,7 @@ import os from dotenv import load_dotenv -from swarms import GPT4VisionAPI, Agent +from swarms import Agent, GPT4VisionAPI # Load the environment variables load_dotenv() diff --git a/playground/agents/multion_agent.py b/playground/agents/multion_agent.py index d1a02b8e..2bbe7e92 100644 --- a/playground/agents/multion_agent.py +++ b/playground/agents/multion_agent.py @@ -1,6 +1,7 @@ -from swarms.agents.multion_agent import MultiOnAgent import timeit + from swarms import Agent, ConcurrentWorkflow, Task +from swarms.agents.multion_agent import MultiOnAgent # model model = MultiOnAgent(multion_api_key="api-key") diff --git a/playground/memory/chroma_usage_example.py b/playground/memory/chroma_usage_example.py index 4f45117e..b2fc3ce0 100644 --- a/playground/memory/chroma_usage_example.py +++ b/playground/memory/chroma_usage_example.py @@ -1,6 +1,5 @@ from swarms.memory import ChromaDB - # Initialize the memory chroma = ChromaDB( metric="cosine", diff --git a/playground/structs/dialogue_simulator_example.py b/playground/structs/dialogue_simulator_example.py index b83e13ef..a7cdfe16 100644 --- a/playground/structs/dialogue_simulator_example.py +++ b/playground/structs/dialogue_simulator_example.py @@ -1,5 +1,5 @@ -from swarms.models import OpenAIChat from swarms import DialogueSimulator, Worker +from swarms.models import OpenAIChat llm = OpenAIChat( model_name="gpt-4", openai_api_key="api-key", temperature=0.5 diff --git a/playground/structs/godmode_example.py b/playground/structs/godmode_example.py index 5d3cef83..53e6b32e 100644 --- a/playground/structs/godmode_example.py +++ b/playground/structs/godmode_example.py @@ -2,8 +2,8 @@ import os from dotenv import load_dotenv -from swarms.models import Anthropic, Gemini, Mixtral, OpenAIChat from swarms import ModelParallelizer +from swarms.models import Anthropic, Gemini, Mixtral, OpenAIChat load_dotenv() diff --git a/playground/structs/kyle_hackathon.py b/playground/structs/kyle_hackathon.py index 48c15b39..1de48f1b 100644 --- a/playground/structs/kyle_hackathon.py +++ b/playground/structs/kyle_hackathon.py @@ -1,6 +1,7 @@ import os from dotenv import load_dotenv + from swarms import Agent, OpenAIChat from swarms.agents.multion_agent import MultiOnAgent from swarms.memory.chroma_db import ChromaDB diff --git a/playground/structs/message_pool_example.py b/playground/structs/message_pool_example.py index dca596ba..6dbad128 100644 --- a/playground/structs/message_pool_example.py +++ b/playground/structs/message_pool_example.py @@ -1,6 +1,6 @@ +from swarms import OpenAIChat from swarms.structs.agent import Agent from swarms.structs.message_pool import MessagePool -from swarms import OpenAIChat agent1 = Agent(llm=OpenAIChat(), agent_name="agent1") agent2 = Agent(llm=OpenAIChat(), agent_name="agent2") diff --git a/playground/tools/agent_with_tools_example.py b/playground/tools/agent_with_tools_example.py index 4524edf1..35b61703 100644 --- a/playground/tools/agent_with_tools_example.py +++ b/playground/tools/agent_with_tools_example.py @@ -2,7 +2,7 @@ import os from dotenv import load_dotenv -from swarms import OpenAIChat, Agent +from swarms import Agent, OpenAIChat from swarms.tools.tool import tool load_dotenv() diff --git a/swarms/agents/multion_agent.py b/swarms/agents/multion_agent.py index 2ef66b47..efeb5a43 100644 --- a/swarms/agents/multion_agent.py +++ b/swarms/agents/multion_agent.py @@ -1,8 +1,9 @@ import os + import multion +from dotenv import load_dotenv from swarms.models.base_llm import AbstractLLM -from dotenv import load_dotenv # Load environment variables load_dotenv() diff --git a/swarms/agents/worker_agent.py b/swarms/agents/worker_agent.py index 6dffc483..c0e7f464 100644 --- a/swarms/agents/worker_agent.py +++ b/swarms/agents/worker_agent.py @@ -6,6 +6,7 @@ from langchain.docstore import InMemoryDocstore from langchain.embeddings import OpenAIEmbeddings from langchain.vectorstores import FAISS from langchain_experimental.autonomous_agents import AutoGPT + from swarms.tools.tool import BaseTool from swarms.utils.decorators import error_decorator, timing_decorator diff --git a/swarms/models/__init__.py b/swarms/models/__init__.py index 8981f70e..3f8fb3e2 100644 --- a/swarms/models/__init__.py +++ b/swarms/models/__init__.py @@ -1,9 +1,7 @@ from swarms.models.anthropic import Anthropic # noqa: E402 from swarms.models.base_embedding_model import BaseEmbeddingModel from swarms.models.base_llm import AbstractLLM # noqa: E402 -from swarms.models.base_multimodal_model import ( - BaseMultiModalModel, -) +from swarms.models.base_multimodal_model import BaseMultiModalModel # noqa: E402 from swarms.models.biogpt import BioGPT # noqa: E402 @@ -15,9 +13,7 @@ from swarms.models.clipq import CLIPQ # noqa: E402 # from swarms.models.kosmos_two import Kosmos # noqa: E402 # from swarms.models.cog_agent import CogAgent # noqa: E402 ## Function calling models -from swarms.models.fire_function import ( - FireFunctionCaller, -) +from swarms.models.fire_function import FireFunctionCaller from swarms.models.fuyu import Fuyu # noqa: E402 from swarms.models.gemini import Gemini # noqa: E402 from swarms.models.gigabind import Gigabind # noqa: E402 @@ -25,9 +21,7 @@ from swarms.models.gpt4_vision_api import GPT4VisionAPI # noqa: E402 from swarms.models.huggingface import HuggingfaceLLM # noqa: E402 from swarms.models.idefics import Idefics # noqa: E402 from swarms.models.kosmos_two import Kosmos # noqa: E402 -from swarms.models.layoutlm_document_qa import ( - LayoutLMDocumentQA, -) +from swarms.models.layoutlm_document_qa import LayoutLMDocumentQA # noqa: E402 from swarms.models.llava import LavaMultiModal # noqa: E402 @@ -47,10 +41,7 @@ from swarms.models.petals import Petals # noqa: E402 from swarms.models.qwen import QwenVLMultiModal # noqa: E402 from swarms.models.roboflow_model import RoboflowMultiModal from swarms.models.sam_supervision import SegmentAnythingMarkGenerator -from swarms.models.sampling_params import ( - SamplingParams, - SamplingType, -) +from swarms.models.sampling_params import SamplingParams, SamplingType from swarms.models.timm import TimmModel # noqa: E402 # from swarms.models.modelscope_pipeline import ModelScopePipeline @@ -67,15 +58,11 @@ from swarms.models.types import ( # noqa: E402 TextModality, VideoModality, ) -from swarms.models.ultralytics_model import ( - UltralyticsModel, -) +from swarms.models.ultralytics_model import UltralyticsModel # noqa: E402 from swarms.models.vilt import Vilt # noqa: E402 -from swarms.models.wizard_storytelling import ( - WizardLLMStoryTeller, -) +from swarms.models.wizard_storytelling import WizardLLMStoryTeller # noqa: E402 # from swarms.models.vllm import vLLM # noqa: E402 diff --git a/swarms/models/azure_openai_llm.py b/swarms/models/azure_openai_llm.py index 3ff8bd22..aebb03fb 100644 --- a/swarms/models/azure_openai_llm.py +++ b/swarms/models/azure_openai_llm.py @@ -2,7 +2,7 @@ from __future__ import annotations import logging import os -from typing import Any, Callable, Dict, List, Mapping, Optional, Union +from typing import Any, Callable, Mapping import openai from langchain_core.pydantic_v1 import ( @@ -36,14 +36,14 @@ class AzureOpenAI(BaseOpenAI): openai = AzureOpenAI(model_name="gpt-3.5-turbo-instruct") """ - azure_endpoint: Union[str, None] = None + azure_endpoint: str | None = None """Your Azure endpoint, including the resource. Automatically inferred from env var `AZURE_OPENAI_ENDPOINT` if not provided. Example: `https://example-resource.azure.openai.com/` """ - deployment_name: Union[str, None] = Field( + deployment_name: str | None = Field( default=None, alias="azure_deployment" ) """A model deployment. @@ -53,11 +53,11 @@ class AzureOpenAI(BaseOpenAI): """ openai_api_version: str = Field(default="", alias="api_version") """Automatically inferred from env var `OPENAI_API_VERSION` if not provided.""" - openai_api_key: Optional[SecretStr] = Field( + openai_api_key: SecretStr | None = Field( default=None, alias="api_key" ) """Automatically inferred from env var `AZURE_OPENAI_API_KEY` if not provided.""" - azure_ad_token: Optional[SecretStr] = None + azure_ad_token: SecretStr | None = None """Your Azure Active Directory token. Automatically inferred from env var `AZURE_OPENAI_AD_TOKEN` if not provided. @@ -65,7 +65,7 @@ class AzureOpenAI(BaseOpenAI): For more: https://www.microsoft.com/en-us/security/business/identity-access/microsoft-entra-id. """ # noqa: E501 - azure_ad_token_provider: Union[Callable[[], str], None] = None + azure_ad_token_provider: Callable[[], str] | None = None """A function that returns an Azure Active Directory token. Will be invoked on every request. @@ -78,12 +78,12 @@ class AzureOpenAI(BaseOpenAI): """ @classmethod - def get_lc_namespace(cls) -> List[str]: + def get_lc_namespace(cls) -> list[str]: """Get the namespace of the langchain object.""" return ["langchain", "llms", "openai"] @root_validator() - def validate_environment(cls, values: Dict) -> Dict: + def validate_environment(cls, values: dict) -> dict: """Validate that api key and python package exists in environment.""" if values["n"] < 1: raise ValueError("n must be at least 1.") @@ -206,7 +206,7 @@ class AzureOpenAI(BaseOpenAI): } @property - def _invocation_params(self) -> Dict[str, Any]: + def _invocation_params(self) -> dict[str, Any]: openai_params = {"model": self.deployment_name} return {**openai_params, **super()._invocation_params} @@ -216,7 +216,7 @@ class AzureOpenAI(BaseOpenAI): return "azure" @property - def lc_attributes(self) -> Dict[str, Any]: + def lc_attributes(self) -> dict[str, Any]: return { "openai_api_type": self.openai_api_type, "openai_api_version": self.openai_api_version, diff --git a/swarms/models/cog_vlm.py b/swarms/models/cog_vlm.py index e456b669..a3f820c5 100644 --- a/swarms/models/cog_vlm.py +++ b/swarms/models/cog_vlm.py @@ -209,8 +209,6 @@ class CogVLMMultiModal(BaseMultiModalModel): total_gb = total_bytes / (1 << 30) if total_gb < 40: pass - else: - pass torch.cuda.empty_cache() @@ -462,7 +460,7 @@ class CogVLMMultiModal(BaseMultiModalModel): elif role == "assistant": if formatted_history: if formatted_history[-1][1] != "": - assert False, ( + raise AssertionError( "the last query is answered. answer" f" again. {formatted_history[-1][0]}," f" {formatted_history[-1][1]}," @@ -473,9 +471,11 @@ class CogVLMMultiModal(BaseMultiModalModel): text_content, ) else: - assert False, "assistant reply before user" + raise AssertionError( + "assistant reply before user" + ) else: - assert False, f"unrecognized role: {role}" + raise AssertionError(f"unrecognized role: {role}") return last_user_query, formatted_history, image_list diff --git a/swarms/models/fire_function.py b/swarms/models/fire_function.py index 6803d822..f61ec2bd 100644 --- a/swarms/models/fire_function.py +++ b/swarms/models/fire_function.py @@ -1,8 +1,10 @@ -from transformers import AutoModelForCausalLM, AutoTokenizer import json -from swarms.models.base_llm import AbstractLLM from typing import Any +from transformers import AutoModelForCausalLM, AutoTokenizer + +from swarms.models.base_llm import AbstractLLM + class FireFunctionCaller(AbstractLLM): """ diff --git a/swarms/models/test_fire_function.py b/swarms/models/test_fire_function.py index b6a67c37..082d954d 100644 --- a/swarms/models/test_fire_function.py +++ b/swarms/models/test_fire_function.py @@ -1,4 +1,5 @@ from unittest.mock import MagicMock + from swarms.models.fire_function import FireFunctionCaller diff --git a/swarms/structs/agent.py b/swarms/structs/agent.py index 412dc02d..9d2a5e1a 100644 --- a/swarms/structs/agent.py +++ b/swarms/structs/agent.py @@ -8,6 +8,7 @@ import time import uuid from typing import Any, Callable, Dict, List, Optional, Tuple +import yaml from loguru import logger from termcolor import colored @@ -31,7 +32,6 @@ from swarms.utils.video_to_frames import ( save_frames_as_images, video_to_frames, ) -import yaml # Utils diff --git a/swarms/structs/async_workflow.py b/swarms/structs/async_workflow.py index 0d5e85b7..6cf9e312 100644 --- a/swarms/structs/async_workflow.py +++ b/swarms/structs/async_workflow.py @@ -2,9 +2,9 @@ import asyncio from dataclasses import dataclass, field from typing import Any, Callable, List, Optional +from swarms.structs.agent import Agent from swarms.structs.task import Task from swarms.utils.logger import logger -from swarms.structs.agent import Agent @dataclass diff --git a/swarms/structs/base_workflow.py b/swarms/structs/base_workflow.py index f91f994a..17b98ce8 100644 --- a/swarms/structs/base_workflow.py +++ b/swarms/structs/base_workflow.py @@ -3,9 +3,9 @@ from typing import Any, Dict, List, Optional from termcolor import colored +from swarms.structs.agent import Agent from swarms.structs.base import BaseStructure from swarms.structs.task import Task -from swarms.structs.agent import Agent from swarms.utils.loguru_logger import logger diff --git a/swarms/structs/majority_voting.py b/swarms/structs/majority_voting.py index fc4f8018..a2b414ba 100644 --- a/swarms/structs/majority_voting.py +++ b/swarms/structs/majority_voting.py @@ -1,15 +1,15 @@ import asyncio import concurrent.futures import re +import sys from collections import Counter from multiprocessing import Pool from typing import Any, List -from swarms.structs.agent import Agent -from swarms.structs.conversation import Conversation from loguru import logger -import sys +from swarms.structs.agent import Agent +from swarms.structs.conversation import Conversation # Configure loguru logger with advanced settings logger.remove() diff --git a/swarms/structs/sequential_workflow.py b/swarms/structs/sequential_workflow.py index 4db797fe..7c94f426 100644 --- a/swarms/structs/sequential_workflow.py +++ b/swarms/structs/sequential_workflow.py @@ -3,11 +3,10 @@ from typing import Any, Dict, List, Optional from termcolor import colored -from swarms.structs.task import Task - # from swarms.utils.logger import logger from swarms.structs.agent import Agent from swarms.structs.conversation import Conversation +from swarms.structs.task import Task from swarms.utils.loguru_logger import logger diff --git a/swarms/utils/video_to_frames.py b/swarms/utils/video_to_frames.py index ae16610c..528e45b0 100644 --- a/swarms/utils/video_to_frames.py +++ b/swarms/utils/video_to_frames.py @@ -1,6 +1,7 @@ -import cv2 from typing import List +import cv2 + def video_to_frames(video_file: str) -> List: """ diff --git a/tests/agents/test_multion.py b/tests/agents/test_multion.py index 8da68e23..23614934 100644 --- a/tests/agents/test_multion.py +++ b/tests/agents/test_multion.py @@ -1,5 +1,7 @@ +from unittest.mock import MagicMock, patch + import pytest -from unittest.mock import patch, MagicMock + from swarms.agents.multion_agent import MultiOnAgent diff --git a/tests/models/test_fire_function_caller.py b/tests/models/test_fire_function_caller.py index 703417a7..082d954d 100644 --- a/tests/models/test_fire_function_caller.py +++ b/tests/models/test_fire_function_caller.py @@ -1,6 +1,5 @@ from unittest.mock import MagicMock - from swarms.models.fire_function import FireFunctionCaller diff --git a/tests/structs/test_message_pool.py b/tests/structs/test_message_pool.py index 91d0c28b..cfbb4df5 100644 --- a/tests/structs/test_message_pool.py +++ b/tests/structs/test_message_pool.py @@ -1,6 +1,6 @@ +from swarms import OpenAIChat from swarms.structs.agent import Agent from swarms.structs.message_pool import MessagePool -from swarms import OpenAIChat def test_message_pool_initialization(): diff --git a/tests/utils/test_pdf_to_text.py b/tests/utils/test_pdf_to_text.py index f271af60..257364b4 100644 --- a/tests/utils/test_pdf_to_text.py +++ b/tests/utils/test_pdf_to_text.py @@ -1,5 +1,6 @@ import pypdf import pytest + from swarms.utils import pdf_to_text From 6ade4d509aa4123844b2f9ff732987827f03de55 Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 28 Feb 2024 16:23:05 -0800 Subject: [PATCH 225/254] [DOCS][FIX] --- docs/corporate/data_room.md | 3 --- 1 file changed, 3 deletions(-) diff --git a/docs/corporate/data_room.md b/docs/corporate/data_room.md index cd5cada0..199aa7cb 100644 --- a/docs/corporate/data_room.md +++ b/docs/corporate/data_room.md @@ -108,6 +108,3 @@ Swarms is an open source framework for developers in python to enable seamless, | Github Traffic Metrics | Metrics related to traffic, such as views and clones on Github. | [Github Traffic Metrics](https://github.com/kyegomez/swarms/graphs/traffic) | | Issues with the framework | Current open issues for the product on Github. | [![GitHub issues](https://img.shields.io/github/issues/kyegomez/swarms)](https://github.com/kyegomez/swarms/issues) | - -gi -------- \ No newline at end of file From 2eb2b68c0afc849da26819be494b054fea7c0442 Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 28 Feb 2024 16:35:56 -0800 Subject: [PATCH 226/254] [DOCS][FIX] --- docs/corporate/data_room.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/docs/corporate/data_room.md b/docs/corporate/data_room.md index 199aa7cb..91b719bc 100644 --- a/docs/corporate/data_room.md +++ b/docs/corporate/data_room.md @@ -93,10 +93,10 @@ Swarms is an open source framework for developers in python to enable seamless, [Here is the official Swarms Github Page:](https://github.com/kyegomez/swarms) -### Product Growth Metrics +### Product Growth Metrics | Name | Description | Link | -|--------------------------b--------|---------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------| +|----------------------------------|---------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------| | Total Downloads of all time | Total number of downloads for the product over its entire lifespan. | [![Downloads](https://static.pepy.tech/badge/swarms)](https://pepy.tech/project/swarms) | | Downloads this month | Number of downloads for the product in the current month. | [![Downloads](https://static.pepy.tech/badge/swarms/month)](https://pepy.tech/project/swarms) | | Total Downloads this week | Total number of downloads for the product in the current week. | [![Downloads](https://static.pepy.tech/badge/swarms/week)](https://pepy.tech/project/swarms) | @@ -108,3 +108,4 @@ Swarms is an open source framework for developers in python to enable seamless, | Github Traffic Metrics | Metrics related to traffic, such as views and clones on Github. | [Github Traffic Metrics](https://github.com/kyegomez/swarms/graphs/traffic) | | Issues with the framework | Current open issues for the product on Github. | [![GitHub issues](https://img.shields.io/github/issues/kyegomez/swarms)](https://github.com/kyegomez/swarms/issues) | + From 2c9bed2a41c839655862ead029487eab2745f3fb Mon Sep 17 00:00:00 2001 From: Kye Date: Wed, 28 Feb 2024 16:51:04 -0800 Subject: [PATCH 227/254] [DOCS] --- docs/corporate/data_room.md | 12 +++++++----- pyproject.toml | 2 +- sequential_workflow_with_agents.py | 4 ---- 3 files changed, 8 insertions(+), 10 deletions(-) diff --git a/docs/corporate/data_room.md b/docs/corporate/data_room.md index 91b719bc..0b7b1afb 100644 --- a/docs/corporate/data_room.md +++ b/docs/corporate/data_room.md @@ -68,11 +68,11 @@ The team has thousands of hours building and optimizing autonomous agents. Leade Key milestones: get 80K framework users in January 2024, start contracts in target verticals, introduce commercial products in 2025 with various pricing models. -## Resources -### **Pre-Seed Pitch Deck** +### **Resources** +#### **Pre-Seed Pitch Deck** - [Here is our pitch deck for our preseed round](https://drive.google.com/file/d/1c76gK5UIdrfN4JOSpSlvVBEOpzR9emWc/view?usp=sharing) -### **The Swarm Corporation Memo** +#### **The Swarm Corporation Memo** To learn more about our mission, vision, plans for GTM, and much more please refer to the [Swarm Memo here](https://docs.google.com/document/d/1hS_nv_lFjCqLfnJBoF6ULY9roTbSgSuCkvXvSUSc7Lo/edit?usp=sharing) @@ -91,8 +91,10 @@ This section is dedicated entirely for corporate documents. ## **Product** Swarms is an open source framework for developers in python to enable seamless, reliable, and scalable multi-agent orchestration through modularity, customization, and precision. -[Here is the official Swarms Github Page:](https://github.com/kyegomez/swarms) - +- [Swarms Github Page:](https://github.com/kyegomez/swarms) +- [Swarms Memo](https://docs.google.com/document/d/1hS_nv_lFjCqLfnJBoF6ULY9roTbSgSuCkvXvSUSc7Lo/edit) +- [Swarms Project Board](https://github.com/users/kyegomez/projects/1) +- [Swarms Website](https://www.swarms.world/g) ### Product Growth Metrics | Name | Description | Link | diff --git a/pyproject.toml b/pyproject.toml index 013a9b0b..03304a3b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -5,7 +5,7 @@ build-backend = "poetry.core.masonry.api" [tool.poetry] name = "swarms" -version = "4.2.0" +version = "4.2.1" description = "Swarms - Pytorch" license = "MIT" authors = ["Kye Gomez "] diff --git a/sequential_workflow_with_agents.py b/sequential_workflow_with_agents.py index 78bbc697..06f071db 100644 --- a/sequential_workflow_with_agents.py +++ b/sequential_workflow_with_agents.py @@ -34,7 +34,3 @@ workflow = SequentialWorkflow( # Run the workflow workflow.run() - -# # # Output the results -# for task in workflow.tasks: -# print(f"Task: {task.description}, Result: {task.result}") From 4503f9f0a79473ecccf4fc9eb41674dada7e5922 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 28 Feb 2024 21:46:04 -0500 Subject: [PATCH 228/254] Try to fix disappearing dependencies --- .github/library/setup/action.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.github/library/setup/action.yml b/.github/library/setup/action.yml index dbf64a48..507e3615 100644 --- a/.github/library/setup/action.yml +++ b/.github/library/setup/action.yml @@ -31,7 +31,8 @@ runs: path: .venv key: venv-${{ runner.os }}-${{ inputs.python-version }}-${{ hashFiles('**/poetry.lock') }} - name: Install dependencies - if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' + # Dependencies appear to be dissapearing + # if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' run: poetry install --no-interaction --no-root shell: bash - name: Activate venv From 496c4664767194b1536c0954d49d212a71b3fbbc Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 28 Feb 2024 21:46:07 -0500 Subject: [PATCH 229/254] Add pytype installation step to test_pr workflow --- .github/workflows/test_pr.yml | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/.github/workflows/test_pr.yml b/.github/workflows/test_pr.yml index 558b0207..fb5ab31e 100644 --- a/.github/workflows/test_pr.yml +++ b/.github/workflows/test_pr.yml @@ -9,12 +9,10 @@ jobs: steps: - uses: actions/checkout@v4 - uses: ./.github/library/setup + - name: Install pytype + run: pip install -q pytype - name: Run pytype - run: | - python --version - pip install .[dev] - pip install -q gspread ipython - pytype + run: pytype . format: name: Check format with black runs-on: ubuntu-latest From 1456d224a21af68324cfa2c4eb2595b43f065b5d Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 28 Feb 2024 21:48:28 -0500 Subject: [PATCH 230/254] No need --- .github/workflows/label.yml 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Install and configure Poetry uses: snok/install-poetry@v1 with: - virtualenvs-create: true - virtualenvs-in-project: true installer-parallel: true - - name: Load cached venv - id: cached-poetry-dependencies - uses: actions/cache@v3 + - name: Cache Poetry cache + uses: actions/cache@v4 with: - path: .venv - key: venv-${{ runner.os }}-${{ inputs.python-version }}-${{ hashFiles('**/poetry.lock') }} - - name: Install dependencies - # Dependencies appear to be dissapearing - # if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' - run: poetry install --no-interaction --no-root - shell: bash - - name: Activate venv - run: | - source .venv/bin/activate - echo PATH=$PATH >> $GITHUB_ENV - shell: bash + path: ~/.cache/pypoetry + key: poetry-cache-${{ runner.os }}-${{ steps.setup_python.outputs.python-version }}-${{ env.POETRY_VERSION }} + - name: Cache Packages + uses: actions/cache@v4 + with: + path: ~/.local + key: poetry-local-${{ runner.os }}-${{ steps.setup_python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-${{ hashFiles('.github/workflows/*.yml') }} From 84050858a53eec5269f2a647ba3848cb76f360f3 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Wed, 28 Feb 2024 22:09:12 -0500 Subject: [PATCH 233/254] Forgot to insstall dependencies --- .github/library/setup/action.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/library/setup/action.yml b/.github/library/setup/action.yml index 6cba1c3c..033e1557 100644 --- a/.github/library/setup/action.yml +++ b/.github/library/setup/action.yml @@ -32,3 +32,6 @@ runs: with: path: ~/.local key: poetry-local-${{ runner.os }}-${{ steps.setup_python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-${{ hashFiles('.github/workflows/*.yml') }} + - name: Install dependencies + run: poetry install + shell: bash From 713d65b3d2da2f2083ef89a4c4e888cf2a19b35d Mon Sep 17 00:00:00 2001 From: Wyatt Stanke <47758296+Wyatt-Stanke@users.noreply.github.com> Date: Thu, 29 Feb 2024 10:10:34 -0500 Subject: [PATCH 234/254] =?UTF-8?q?Don=E2=80=99t=20create=20a=20venv?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .github/library/setup/action.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/library/setup/action.yml b/.github/library/setup/action.yml index 033e1557..6b311a58 100644 --- a/.github/library/setup/action.yml +++ b/.github/library/setup/action.yml @@ -33,5 +33,5 @@ runs: path: ~/.local key: poetry-local-${{ runner.os }}-${{ steps.setup_python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-${{ hashFiles('.github/workflows/*.yml') }} - name: Install dependencies - run: poetry install + run: POETRY_VIRTUALENVS_CREATE=false poetry install shell: bash From 7aeebff790aea1d4fb00616c8e6c1b0591026ca2 Mon Sep 17 00:00:00 2001 From: Kye Date: Thu, 29 Feb 2024 09:26:03 -0800 Subject: [PATCH 235/254] [FEAT][dataframe_to_text] --- playground/utils/pandas_to_str.py | 11 +++++++ swarms/utils/__init__.py | 3 ++ swarms/utils/pandas_to_str.py | 49 +++++++++++++++++++++++++++++++ 3 files changed, 63 insertions(+) create mode 100644 playground/utils/pandas_to_str.py create mode 100644 swarms/utils/pandas_to_str.py diff --git a/playground/utils/pandas_to_str.py b/playground/utils/pandas_to_str.py new file mode 100644 index 00000000..fccf84eb --- /dev/null +++ b/playground/utils/pandas_to_str.py @@ -0,0 +1,11 @@ +import pandas as pd +from swarms import dataframe_to_text + +# # Example usage: +df = pd.DataFrame({ + 'A': [1, 2, 3], + 'B': [4, 5, 6], + 'C': [7, 8, 9], +}) + +print(dataframe_to_text(df)) diff --git a/swarms/utils/__init__.py b/swarms/utils/__init__.py index de16f1ef..6527d7c1 100644 --- a/swarms/utils/__init__.py +++ b/swarms/utils/__init__.py @@ -46,6 +46,8 @@ from swarms.utils.video_to_frames import ( ######## from swarms.utils.yaml_output_parser import YamlOutputParser +from swarms.utils.pandas_to_str import dataframe_to_text + __all__ = [ "SubprocessCodeInterpreter", @@ -82,4 +84,5 @@ __all__ = [ "MarkVisualizer", "video_to_frames", "save_frames_as_images", + "dataframe_to_text", ] diff --git a/swarms/utils/pandas_to_str.py b/swarms/utils/pandas_to_str.py new file mode 100644 index 00000000..64415487 --- /dev/null +++ b/swarms/utils/pandas_to_str.py @@ -0,0 +1,49 @@ +import pandas as pd + + +def dataframe_to_text( + df: pd.DataFrame, + parsing_func: callable = None, +) -> str: + """ + Convert a pandas DataFrame to a string representation. + + Args: + df (pd.DataFrame): The pandas DataFrame to convert. + parsing_func (callable, optional): A function to parse the resulting text. Defaults to None. + + Returns: + str: The string representation of the DataFrame. + + Example: + >>> df = pd.DataFrame({ + ... 'A': [1, 2, 3], + ... 'B': [4, 5, 6], + ... 'C': [7, 8, 9], + ... }) + >>> print(dataframe_to_text(df)) + + """ + # Get a string representation of the dataframe + df_str = df.to_string() + + # Get a string representation of the column names + info_str = df.info() + + # Combine the dataframe string and the info string + text = f"DataFrame:\n{df_str}\n\nInfo:\n{info_str}" + + if parsing_func: + text = parsing_func(text) + + return text + + +# # # Example usage: +# df = pd.DataFrame({ +# 'A': [1, 2, 3], +# 'B': [4, 5, 6], +# 'C': [7, 8, 9], +# }) + +# print(dataframe_to_text(df)) From b28e09f1ac3d6314585281b05ab6bc21d5f8c73a Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Thu, 29 Feb 2024 14:49:04 -0500 Subject: [PATCH 236/254] Speed up test collection --- pytest.ini | 2 ++ 1 file changed, 2 insertions(+) create mode 100644 pytest.ini diff --git a/pytest.ini b/pytest.ini new file mode 100644 index 00000000..de19c9f0 --- /dev/null +++ b/pytest.ini @@ -0,0 +1,2 @@ +[pytest] +testpaths = tests \ No newline at end of file From aff17c2ee72e07b3a47a10de5458c67df29a253e Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Thu, 29 Feb 2024 14:49:16 -0500 Subject: [PATCH 237/254] Add pytest to dev deps --- poetry.lock | 50 +++++++++++++++++++++++++++++++++++++++++++++++++- pyproject.toml | 22 ++++++++++++++++------ 2 files changed, 65 insertions(+), 7 deletions(-) diff --git a/poetry.lock b/poetry.lock index 8e7e4b7f..d3abf892 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1960,6 +1960,17 @@ files = [ docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"] +[[package]] +name = "iniconfig" +version = "2.0.0" +description = "brain-dead simple config-ini parsing" +optional = false +python-versions = ">=3.7" +files = [ + {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"}, + {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"}, +] + [[package]] name = "jinja2" version = "3.1.3" @@ -3316,6 +3327,21 @@ files = [ docs = ["furo (>=2023.9.10)", "proselint (>=0.13)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"] test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"] +[[package]] +name = "pluggy" +version = "1.4.0" +description = "plugin and hook calling mechanisms for python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pluggy-1.4.0-py3-none-any.whl", hash = "sha256:7db9f7b503d67d1c5b95f59773ebb58a8c1c288129a88665838012cfb07b8981"}, + {file = "pluggy-1.4.0.tar.gz", hash = "sha256:8c85c2876142a764e5b7548e7d9a0e0ddb46f5185161049a79b7e974454223be"}, +] + +[package.extras] +dev = ["pre-commit", "tox"] +testing = ["pytest", "pytest-benchmark"] + [[package]] name = "portalocker" version = "2.8.2" @@ -3696,6 +3722,28 @@ files = [ {file = "pyreadline3-3.4.1.tar.gz", hash = "sha256:6f3d1f7b8a31ba32b73917cefc1f28cc660562f39aea8646d30bd6eff21f7bae"}, ] +[[package]] +name = "pytest" +version = "8.0.2" +description = "pytest: simple powerful testing with Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pytest-8.0.2-py3-none-any.whl", hash = "sha256:edfaaef32ce5172d5466b5127b42e0d6d35ebbe4453f0e3505d96afd93f6b096"}, + {file = "pytest-8.0.2.tar.gz", hash = "sha256:d4051d623a2e0b7e51960ba963193b09ce6daeb9759a451844a21e4ddedfc1bd"}, +] + +[package.dependencies] +colorama = {version = "*", markers = "sys_platform == \"win32\""} +exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""} +iniconfig = "*" +packaging = "*" +pluggy = ">=1.3.0,<2.0" +tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""} + +[package.extras] +testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"] + [[package]] name = "python-dateutil" version = "2.8.2" @@ -6034,4 +6082,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = ">=3.10,<3.12" -content-hash = "0af48128ec267620160613348468b24d4ef59eb7363ac4a9b406122670db3bb3" +content-hash = "1c7be0bbf661efc64c409fe5e11a0b78c992935f9bb2f1bbbc6c4816af709554" diff --git a/pyproject.toml b/pyproject.toml index f286c533..48bce952 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -10,16 +10,23 @@ description = "Swarms - Pytorch" license = "MIT" authors = ["Kye Gomez "] homepage = "https://github.com/kyegomez/swarms" -documentation = "https://swarms.apac.ai" -readme = "README.md" # Assuming you have a README.md +documentation = "https://swarms.apac.ai" +readme = "README.md" repository = "https://github.com/kyegomez/swarms" -keywords = ["artificial intelligence", "deep learning", "optimizers", "Prompt Engineering", "swarms", "agents"] +keywords = [ + "artificial intelligence", + "deep learning", + "optimizers", + "Prompt Engineering", + "swarms", + "agents", +] classifiers = [ "Development Status :: 4 - Beta", "Intended Audience :: Developers", "Topic :: Scientific/Engineering :: Artificial Intelligence", "License :: OSI Approved :: MIT License", - "Programming Language :: Python :: 3.10" + "Programming Language :: Python :: 3.10", ] @@ -86,9 +93,12 @@ types-chardet = "^5.0.4.6" mypy-protobuf = "^3.0.0" +[tool.poetry.group.test.dependencies] +pytest = "^8.0.2" + [tool.autopep8] max_line_length = 70 -ignore = "E501,W6" # or ["E501", "W6"] +ignore = "E501,W6" # or ["E501", "W6"] in-place = true recursive = true aggressive = 3 @@ -103,4 +113,4 @@ preview = true [tool.poetry.scripts] -swarms = 'swarms.cli._cli:main' \ No newline at end of file +swarms = 'swarms.cli._cli:main' From 6797a7be85bf3bc820da32c5952e3c40420e1bd0 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Thu, 29 Feb 2024 14:57:40 -0500 Subject: [PATCH 238/254] Fix formatting --- swarms/models/azure_openai_llm.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/swarms/models/azure_openai_llm.py b/swarms/models/azure_openai_llm.py index aebb03fb..54daed3e 100644 --- a/swarms/models/azure_openai_llm.py +++ b/swarms/models/azure_openai_llm.py @@ -46,7 +46,7 @@ class AzureOpenAI(BaseOpenAI): deployment_name: str | None = Field( default=None, alias="azure_deployment" ) - """A model deployment. + """A model deployment. If given sets the base client URL to include `/deployments/{azure_deployment}`. Note: this means you won't be able to use non-deployment endpoints. @@ -62,7 +62,7 @@ class AzureOpenAI(BaseOpenAI): Automatically inferred from env var `AZURE_OPENAI_AD_TOKEN` if not provided. - For more: + For more: https://www.microsoft.com/en-us/security/business/identity-access/microsoft-entra-id. """ # noqa: E501 azure_ad_token_provider: Callable[[], str] | None = None @@ -73,7 +73,7 @@ class AzureOpenAI(BaseOpenAI): openai_api_type: str = "" """Legacy, for openai<1.0.0 support.""" validate_base_url: bool = True - """For backwards compatibility. If legacy val openai_api_base is passed in, try to + """For backwards compatibility. If legacy val openai_api_base is passed in, try to infer if it is a base_url or azure_endpoint and update accordingly. """ From 75365bb6a507d1f5d3e520cec988090b946fdb0f Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Thu, 29 Feb 2024 15:01:31 -0500 Subject: [PATCH 239/254] Work on fixing some of the tests --- poetry.lock | 44 +++++++++---------- pyproject.toml | 2 +- swarms/structs/message_pool.py | 4 +- swarms/telemetry/check_update.py | 8 ++-- swarms/telemetry/sys_info.py | 8 ++-- tests/structs/test_groupchat.py | 4 +- tests/structs/test_json.py | 73 -------------------------------- 7 files changed, 34 insertions(+), 109 deletions(-) delete mode 100644 tests/structs/test_json.py diff --git a/poetry.lock b/poetry.lock index d3abf892..b02c7231 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1827,13 +1827,13 @@ socks = ["socksio (==1.*)"] [[package]] name = "huggingface-hub" -version = "0.21.2" +version = "0.21.3" description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub" optional = false python-versions = ">=3.8.0" files = [ - {file = "huggingface_hub-0.21.2-py3-none-any.whl", hash = "sha256:16955c2b60bcff32a0778f84b9e9ae8f61d7f003da6aa1fbb7bc897a0c37b28c"}, - {file = "huggingface_hub-0.21.2.tar.gz", hash = "sha256:839f2fc69fc51797b76dcffa7edbf7fb1150176f74cb1dc2d87ca00e5e0b5611"}, + {file = "huggingface_hub-0.21.3-py3-none-any.whl", hash = "sha256:b183144336fdf2810a8c109822e0bb6ef1fd61c65da6fb60e8c3f658b7144016"}, + {file = "huggingface_hub-0.21.3.tar.gz", hash = "sha256:26a15b604e4fc7bad37c467b76456543ec849386cbca9cd7e1e135f53e500423"}, ] [package.dependencies] @@ -4396,13 +4396,13 @@ stats = ["scipy (>=1.7)", "statsmodels (>=0.12)"] [[package]] name = "sentence-transformers" -version = "2.4.0" +version = "2.5.0" description = "Multilingual text embeddings" optional = false python-versions = ">=3.8.0" files = [ - {file = "sentence-transformers-2.4.0.tar.gz", hash = "sha256:5134d3d8d1c55bab9e99599cfc90c6c18bc298f7dcba94f2095d47950e32c88b"}, - {file = "sentence_transformers-2.4.0-py3-none-any.whl", hash = "sha256:e14d70b5a1a01ac0fe9ddef7131afa10791e1b96edf52400cfb8f3176dd1e115"}, + {file = "sentence-transformers-2.5.0.tar.gz", hash = "sha256:42cbd4130d58e8e08ea966bf94b012136f0939bbe692ab28dcd00d3e69c57989"}, + {file = "sentence_transformers-2.5.0-py3-none-any.whl", hash = "sha256:2a8df56b1c2171a2c625294bd371ebd61bbbfd1208f4fbac0f8cf95aeaffb79d"}, ] [package.dependencies] @@ -5191,13 +5191,13 @@ telegram = ["requests"] [[package]] name = "transformers" -version = "4.37.1" +version = "4.38.1" description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow" optional = false python-versions = ">=3.8.0" files = [ - {file = "transformers-4.37.1-py3-none-any.whl", hash = "sha256:05e4c4bf94f74addeb716bc83517f49d55df1e9022db3d5b027c801e9a410ebf"}, - {file = "transformers-4.37.1.tar.gz", hash = "sha256:9843368d97fd7ac30126664743adc65e8e5be930da7d66342172e97bd1243e2d"}, + {file = "transformers-4.38.1-py3-none-any.whl", hash = "sha256:a7a9265fb060183e9d975cbbadc4d531b10281589c43f6d07563f86322728973"}, + {file = "transformers-4.38.1.tar.gz", hash = "sha256:86dc84ccbe36123647e84cbd50fc31618c109a41e6be92514b064ab55bf1304c"}, ] [package.dependencies] @@ -5209,23 +5209,23 @@ protobuf = {version = "*", optional = true, markers = "extra == \"sentencepiece\ pyyaml = ">=5.1" regex = "!=2019.12.17" requests = "*" -safetensors = ">=0.3.1" +safetensors = ">=0.4.1" sentencepiece = {version = ">=0.1.91,<0.1.92 || >0.1.92", optional = true, markers = "extra == \"sentencepiece\""} tokenizers = ">=0.14,<0.19" tqdm = ">=4.27" [package.extras] accelerate = ["accelerate (>=0.21.0)"] -agents = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "datasets (!=2.5.0)", "diffusers", "opencv-python", "sentencepiece (>=0.1.91,!=0.1.92)", "torch (>=1.11,!=1.12.0)"] -all = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune] (>=2.7.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timm", "tokenizers (>=0.14,<0.19)", "torch (>=1.11,!=1.12.0)", "torchaudio", "torchvision"] +agents = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "datasets (!=2.5.0)", "diffusers", "opencv-python", "sentencepiece (>=0.1.91,!=0.1.92)", "torch"] +all = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune] (>=2.7.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timm", "tokenizers (>=0.14,<0.19)", "torch", "torchaudio", "torchvision"] audio = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"] codecarbon = ["codecarbon (==1.2.0)"] deepspeed = ["accelerate (>=0.21.0)", "deepspeed (>=0.9.3)"] -deepspeed-testing = ["GitPython (<3.1.19)", "accelerate (>=0.21.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "deepspeed (>=0.9.3)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "optuna", "parameterized", "protobuf", "psutil", "pydantic (<2)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"] -dev = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "av (==9.2.0)", 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(>=1.11,!=1.12.0)", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"] -docs = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "hf-doc-builder", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune] (>=2.7.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timm", "tokenizers (>=0.14,<0.19)", "torch (>=1.11,!=1.12.0)", "torchaudio", "torchvision"] +deepspeed-testing = ["GitPython (<3.1.19)", "accelerate (>=0.21.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "deepspeed (>=0.9.3)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "optuna", "parameterized", "protobuf", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"] +dev = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "av (==9.2.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "decord (==0.6.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.7.0)", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "tensorflow (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "timm", "tokenizers (>=0.14,<0.19)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"] +dev-tensorflow = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "isort (>=5.5.4)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "tensorflow (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "tokenizers (>=0.14,<0.19)", "urllib3 (<2.0.0)"] +dev-torch = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "librosa", "nltk", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "timeout-decorator", "timm", "tokenizers (>=0.14,<0.19)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"] +docs = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "hf-doc-builder", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune] (>=2.7.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timm", "tokenizers (>=0.14,<0.19)", "torch", "torchaudio", "torchvision"] docs-specific = ["hf-doc-builder"] flax = ["flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "optax (>=0.0.8,<=0.1.4)"] flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"] @@ -5242,20 +5242,20 @@ ray = ["ray[tune] (>=2.7.0)"] retrieval = ["datasets (!=2.5.0)", "faiss-cpu"] sagemaker = ["sagemaker (>=2.31.0)"] sentencepiece = ["protobuf", "sentencepiece (>=0.1.91,!=0.1.92)"] -serving = ["fastapi", "pydantic (<2)", "starlette", "uvicorn"] +serving = ["fastapi", "pydantic", "starlette", "uvicorn"] sigopt = ["sigopt"] sklearn = ["scikit-learn"] speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"] -testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf", "psutil", "pydantic (<2)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "tensorboard", "timeout-decorator"] +testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "tensorboard", "timeout-decorator"] tf = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx"] tf-cpu = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx"] tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"] timm = ["timm"] tokenizers = ["tokenizers (>=0.14,<0.19)"] -torch = ["accelerate (>=0.21.0)", "torch (>=1.11,!=1.12.0)"] +torch = ["accelerate (>=0.21.0)", "torch"] torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"] torch-vision = ["Pillow (>=10.0.1,<=15.0)", "torchvision"] -torchhub = ["filelock", "huggingface-hub (>=0.19.3,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.14,<0.19)", "torch (>=1.11,!=1.12.0)", "tqdm (>=4.27)"] +torchhub = ["filelock", "huggingface-hub (>=0.19.3,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.14,<0.19)", "torch", "tqdm (>=4.27)"] video = ["av (==9.2.0)", "decord (==0.6.0)"] vision = ["Pillow (>=10.0.1,<=15.0)"] @@ -6082,4 +6082,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = ">=3.10,<3.12" -content-hash = "1c7be0bbf661efc64c409fe5e11a0b78c992935f9bb2f1bbbc6c4816af709554" +content-hash = "77949326ebd57425f0f6dcab3b6d26c95bd657eb61be7bd50dac144d479ee9f4" diff --git a/pyproject.toml b/pyproject.toml index 48bce952..1d560a02 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -33,7 +33,7 @@ classifiers = [ [tool.poetry.dependencies] python = ">=3.10,<3.12" torch = "2.1.1" -transformers = "4.37.1" +transformers = "4.38.1" openai = "1.3.0" langchain = "0.0.333" asyncio = "3.4.3" diff --git a/swarms/structs/message_pool.py b/swarms/structs/message_pool.py index 552b4a9b..716c1da2 100644 --- a/swarms/structs/message_pool.py +++ b/swarms/structs/message_pool.py @@ -3,7 +3,7 @@ from time import time_ns from typing import Callable, List, Optional, Sequence, Union from swarms.structs.agent import Agent -from swarms.structs.base_swarm import BaseSwarm +from swarms.structs.base_swarm import AbstractSwarm from swarms.utils.loguru_logger import logger @@ -43,7 +43,7 @@ def msg_hash( ) -class MessagePool(BaseSwarm): +class MessagePool(AbstractSwarm): """ A class representing a message pool for agents in a swarm. diff --git a/swarms/telemetry/check_update.py b/swarms/telemetry/check_update.py index 2a5df8a9..33a51ba0 100644 --- a/swarms/telemetry/check_update.py +++ b/swarms/telemetry/check_update.py @@ -1,7 +1,7 @@ import importlib.util import sys -import pkg_resources +from importlib.metadata import version as pkg_version import requests from packaging import version @@ -35,8 +35,6 @@ def check_for_update(): latest_version = response.json()["info"]["version"] # Get the current version using pkg_resources - current_version = pkg_resources.get_distribution("swarms").version + current_version = pkg_version("swarms") - return version.parse(latest_version) > version.parse( - current_version - ) + return version.parse(latest_version) > version.parse(current_version) diff --git a/swarms/telemetry/sys_info.py b/swarms/telemetry/sys_info.py index 3669fbbd..c8cb5453 100644 --- a/swarms/telemetry/sys_info.py +++ b/swarms/telemetry/sys_info.py @@ -1,8 +1,8 @@ import platform import subprocess -import pkg_resources import psutil +import importlib.metadata as metadata import toml @@ -31,9 +31,7 @@ def get_swarms_verison(): ) except Exception as e: swarms_verison_cmd = str(e) - swarms_verison_pkg = pkg_resources.get_distribution( - "swarms" - ).version + swarms_verison_pkg = metadata.version("swarms") swarms_verison = swarms_verison_cmd, swarms_verison_pkg return swarms_verison @@ -67,7 +65,7 @@ def get_package_mismatches(file_path="pyproject.toml"): dependencies.update(dev_dependencies) installed_packages = { - pkg.key: pkg.version for pkg in pkg_resources.working_set + pkg.key: pkg.version for pkg in metadata.distributions() } mismatches = [] diff --git a/tests/structs/test_groupchat.py b/tests/structs/test_groupchat.py index e8096d9c..957f2103 100644 --- a/tests/structs/test_groupchat.py +++ b/tests/structs/test_groupchat.py @@ -6,7 +6,9 @@ from swarms.structs.agent import Agent from swarms.structs.groupchat import GroupChat, GroupChatManager llm = OpenAIChat() -llm2 = Anthropic() +# llm2 = Anthropic() +# TODO: Mock anthropic class +llm2 = OpenAIChat() # Mock the OpenAI class for testing diff --git a/tests/structs/test_json.py b/tests/structs/test_json.py deleted file mode 100644 index 9ba11072..00000000 --- a/tests/structs/test_json.py +++ /dev/null @@ -1,73 +0,0 @@ -# JSON - -# Contents of test_json.py, which must be placed in the `tests/` directory. - -import json - -import pytest - -from swarms.tokenizers import JSON - - -# Fixture for reusable JSON schema file paths -@pytest.fixture -def valid_schema_path(tmp_path): - d = tmp_path / "sub" - d.mkdir() - p = d / "schema.json" - p.write_text( - '{"type": "object", "properties": {"name": {"type":' - ' "string"}}}' - ) - return str(p) - - -@pytest.fixture -def invalid_schema_path(tmp_path): - d = tmp_path / "sub" - d.mkdir() - p = d / "invalid_schema.json" - p.write_text("this is not a valid JSON") - return str(p) - - -# This test class must be subclassed as JSON class is abstract -class TestableJSON(JSON): - def validate(self, data): - # Here must be a real validation implementation for testing - pass - - -# Basic tests -def test_initialize_json(valid_schema_path): - json_obj = TestableJSON(valid_schema_path) - assert json_obj.schema_path == valid_schema_path - assert "name" in json_obj.schema["properties"] - - -def test_load_schema_failure(invalid_schema_path): - with pytest.raises(json.JSONDecodeError): - TestableJSON(invalid_schema_path) - - -# Mocking tests -def test_validate_calls_method(monkeypatch): - # Mock the validate method to check that it is being called - pass - - -# Exception tests -def test_initialize_with_nonexistent_schema(): - with pytest.raises(FileNotFoundError): - TestableJSON("nonexistent_path.json") - - -# Tests on different Python versions if applicable -# ... - - -# Grouping tests marked as slow if they perform I/O operations -@pytest.mark.slow -def test_loading_large_schema(): - # Test with a large json file - pass From 81c091fac3155d64e4c82cab96286dce05c4d618 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Thu, 29 Feb 2024 15:19:17 -0500 Subject: [PATCH 240/254] Finish formatting (last commit hopefully) --- .github/library/setup/action.yml | 11 +++++++++-- swarms/utils/pandas_to_str.py | 2 +- 2 files changed, 10 insertions(+), 3 deletions(-) diff --git a/.github/library/setup/action.yml b/.github/library/setup/action.yml index 6b311a58..b2781074 100644 --- a/.github/library/setup/action.yml +++ b/.github/library/setup/action.yml @@ -26,12 +26,19 @@ runs: uses: actions/cache@v4 with: path: ~/.cache/pypoetry - key: poetry-cache-${{ runner.os }}-${{ steps.setup_python.outputs.python-version }}-${{ env.POETRY_VERSION }} + key: poetry-cache + -${{ runner.os }} + -${{ steps.setup_python.outputs.python-version }} + -${{ env.POETRY_VERSION }} - name: Cache Packages uses: actions/cache@v4 with: path: ~/.local - key: poetry-local-${{ runner.os }}-${{ steps.setup_python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-${{ hashFiles('.github/workflows/*.yml') }} + key: poetry-local + -${{ runner.os }} + -${{ steps.setup_python.outputs.python-version }} + -${{ hashFiles('**/poetry.lock')}} + -${{ hashFiles('.github/workflows/*.yml') }} - name: Install dependencies run: POETRY_VIRTUALENVS_CREATE=false poetry install shell: bash diff --git a/swarms/utils/pandas_to_str.py b/swarms/utils/pandas_to_str.py index 64415487..464a7b31 100644 --- a/swarms/utils/pandas_to_str.py +++ b/swarms/utils/pandas_to_str.py @@ -14,7 +14,7 @@ def dataframe_to_text( Returns: str: The string representation of the DataFrame. - + Example: >>> df = pd.DataFrame({ ... 'A': [1, 2, 3], From b44ca7919def234925ce4d516266216d19350600 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Thu, 29 Feb 2024 15:19:48 -0500 Subject: [PATCH 241/254] Refmt --- playground/utils/pandas_to_str.py | 12 +++++++----- swarms/telemetry/check_update.py | 4 +++- 2 files changed, 10 insertions(+), 6 deletions(-) diff --git a/playground/utils/pandas_to_str.py b/playground/utils/pandas_to_str.py index fccf84eb..151436f6 100644 --- a/playground/utils/pandas_to_str.py +++ b/playground/utils/pandas_to_str.py @@ -2,10 +2,12 @@ import pandas as pd from swarms import dataframe_to_text # # Example usage: -df = pd.DataFrame({ - 'A': [1, 2, 3], - 'B': [4, 5, 6], - 'C': [7, 8, 9], -}) +df = pd.DataFrame( + { + "A": [1, 2, 3], + "B": [4, 5, 6], + "C": [7, 8, 9], + } +) print(dataframe_to_text(df)) diff --git a/swarms/telemetry/check_update.py b/swarms/telemetry/check_update.py index 33a51ba0..aca4ab90 100644 --- a/swarms/telemetry/check_update.py +++ b/swarms/telemetry/check_update.py @@ -37,4 +37,6 @@ def check_for_update(): # Get the current version using pkg_resources current_version = pkg_version("swarms") - return version.parse(latest_version) > version.parse(current_version) + return version.parse(latest_version) > version.parse( + current_version + ) From 127ef4a521c3cf8b88b60dd2aaa37fb338b2d64d Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Thu, 29 Feb 2024 15:38:21 -0500 Subject: [PATCH 242/254] Use cuda only if avaliable --- swarms/models/ssd_1b.py | 50 ++++++++++------------------------------- 1 file changed, 12 insertions(+), 38 deletions(-) diff --git a/swarms/models/ssd_1b.py b/swarms/models/ssd_1b.py index 1dc6c00a..3e98a08c 100644 --- a/swarms/models/ssd_1b.py +++ b/swarms/models/ssd_1b.py @@ -49,7 +49,7 @@ class SSD1B: max_time_seconds: int = 60 save_folder: str = "images" image_format: str = "png" - device: str = "cuda" + device: str = "cuda" if torch.cuda.is_available() else "cpu" dashboard: bool = False cache = TTLCache(maxsize=100, ttl=3600) pipe = StableDiffusionXLPipeline.from_pretrained( @@ -96,9 +96,7 @@ class SSD1B: byte_array = byte_stream.getvalue() return byte_array - @backoff.on_exception( - backoff.expo, Exception, max_time=max_time_seconds - ) + @backoff.on_exception(backoff.expo, Exception, max_time=max_time_seconds) def __call__(self, task: str, neg_prompt: str): """ Text to image conversion using the SSD1B API @@ -126,9 +124,7 @@ class SSD1B: if task in self.cache: return self.cache[task] try: - img = self.pipe( - prompt=task, neg_prompt=neg_prompt - ).images[0] + img = self.pipe(prompt=task, neg_prompt=neg_prompt).images[0] # Generate a unique filename for the image img_name = f"{uuid.uuid4()}.{self.image_format}" @@ -144,10 +140,7 @@ class SSD1B: # Handling exceptions and printing the errors details print( colored( - ( - f"Error running SSD1B: {error} try optimizing" - " your api key and or try again" - ), + (f"Error running SSD1B: {error} try optimizing" " your api key and or try again"), "red", ) ) @@ -155,9 +148,7 @@ class SSD1B: def _generate_image_name(self, task: str): """Generate a sanitized file name based on the task""" - sanitized_task = "".join( - char for char in task if char.isalnum() or char in " _ -" - ).rstrip() + sanitized_task = "".join(char for char in task if char.isalnum() or char in " _ -").rstrip() return f"{sanitized_task}.{self.image_format}" def _download_image(self, img: Image, filename: str): @@ -192,9 +183,7 @@ class SSD1B: ) ) - def process_batch_concurrently( - self, tasks: List[str], max_workers: int = 5 - ): + def process_batch_concurrently(self, tasks: List[str], max_workers: int = 5): """ Process a batch of tasks concurrently @@ -215,16 +204,10 @@ class SSD1B: >>> print(results) """ - with concurrent.futures.ThreadPoolExecutor( - max_workers=max_workers - ) as executor: - future_to_task = { - executor.submit(self, task): task for task in tasks - } + with concurrent.futures.ThreadPoolExecutor(max_workers=max_workers) as executor: + future_to_task = {executor.submit(self, task): task for task in tasks} results = [] - for future in concurrent.futures.as_completed( - future_to_task - ): + for future in concurrent.futures.as_completed(future_to_task): task = future_to_task[future] try: img = future.result() @@ -234,20 +217,13 @@ class SSD1B: except Exception as error: print( colored( - ( - f"Error running SSD1B: {error} try" - " optimizing your api key and or try" - " again" - ), + (f"Error running SSD1B: {error} try" " optimizing your api key and or try" " again"), "red", ) ) print( colored( - ( - "Error running SSD1B:" - f" {error.http_status}" - ), + ("Error running SSD1B:" f" {error.http_status}"), "red", ) ) @@ -271,9 +247,7 @@ class SSD1B: """Str method for the SSD1B class""" return f"SSD1B(image_url={self.image_url})" - @backoff.on_exception( - backoff.expo, Exception, max_tries=max_retries - ) + @backoff.on_exception(backoff.expo, Exception, max_tries=max_retries) def rate_limited_call(self, task: str): """Rate limited call to the SSD1B API""" return self.__call__(task) From 729a3be266a411478f3d2aafbcd0e5ecd56b0e69 Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Thu, 29 Feb 2024 15:41:26 -0500 Subject: [PATCH 243/254] Try switching llm --- tests/structs/test_model_parallizer.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/structs/test_model_parallizer.py b/tests/structs/test_model_parallizer.py index a0840608..2966712e 100644 --- a/tests/structs/test_model_parallizer.py +++ b/tests/structs/test_model_parallizer.py @@ -15,7 +15,7 @@ custom_config = { "verbose": True, } huggingface_llm = HuggingfaceLLM( - model_id="NousResearch/Nous-Hermes-2-Vision-Alpha", + model_id="liuhaotian/llava-v1.6-mistral-7b", **custom_config, ) mixtral = Mixtral(load_in_4bit=True, use_flash_attention_2=True) From 1a5aed51cd7f103ddff807484d93b4965abbfa0b Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Thu, 29 Feb 2024 15:47:40 -0500 Subject: [PATCH 244/254] Fi --- .github/workflows/test_pr.yml | 21 +++++++++++---------- 1 file changed, 11 insertions(+), 10 deletions(-) diff --git a/.github/workflows/test_pr.yml b/.github/workflows/test_pr.yml index fb5ab31e..f8d4a8ea 100644 --- a/.github/workflows/test_pr.yml +++ b/.github/workflows/test_pr.yml @@ -3,16 +3,17 @@ name: Presubmit checks on: [push, pull_request] jobs: - pytype3_10: - name: pytype 3.10 - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - uses: ./.github/library/setup - - name: Install pytype - run: pip install -q pytype - - name: Run pytype - run: pytype . + # Disabled until google/pytype/issues/151 is resolved + # pytype3_10: + # name: pytype 3.10 + # runs-on: ubuntu-latest + # steps: + # - uses: actions/checkout@v4 + # - uses: ./.github/library/setup + # - name: Install pytype + # run: pip install -q pytype + # - name: Run pytype + # run: pytype ./swarms format: name: Check format with black runs-on: ubuntu-latest From 72a1d90ee1256bd1f8f2cee93e2bf83f1d0b006c Mon Sep 17 00:00:00 2001 From: Wyatt Stanke Date: Thu, 29 Feb 2024 16:24:01 -0500 Subject: [PATCH 245/254] Fix formatting --- swarms/models/ssd_1b.py | 48 +++++++++++++++++++++++++++++++---------- 1 file changed, 37 insertions(+), 11 deletions(-) diff --git a/swarms/models/ssd_1b.py b/swarms/models/ssd_1b.py index 3e98a08c..7b17fdac 100644 --- a/swarms/models/ssd_1b.py +++ b/swarms/models/ssd_1b.py @@ -96,7 +96,9 @@ class SSD1B: byte_array = byte_stream.getvalue() return byte_array - @backoff.on_exception(backoff.expo, Exception, max_time=max_time_seconds) + @backoff.on_exception( + backoff.expo, Exception, max_time=max_time_seconds + ) def __call__(self, task: str, neg_prompt: str): """ Text to image conversion using the SSD1B API @@ -124,7 +126,9 @@ class SSD1B: if task in self.cache: return self.cache[task] try: - img = self.pipe(prompt=task, neg_prompt=neg_prompt).images[0] + img = self.pipe( + prompt=task, neg_prompt=neg_prompt + ).images[0] # Generate a unique filename for the image img_name = f"{uuid.uuid4()}.{self.image_format}" @@ -140,7 +144,10 @@ class SSD1B: # Handling exceptions and printing the errors details print( colored( - (f"Error running SSD1B: {error} try optimizing" " your api key and or try again"), + ( + f"Error running SSD1B: {error} try optimizing" + " your api key and or try again" + ), "red", ) ) @@ -148,7 +155,9 @@ class SSD1B: def _generate_image_name(self, task: str): """Generate a sanitized file name based on the task""" - sanitized_task = "".join(char for char in task if char.isalnum() or char in " _ -").rstrip() + sanitized_task = "".join( + char for char in task if char.isalnum() or char in " _ -" + ).rstrip() return f"{sanitized_task}.{self.image_format}" def _download_image(self, img: Image, filename: str): @@ -183,7 +192,9 @@ class SSD1B: ) ) - def process_batch_concurrently(self, tasks: List[str], max_workers: int = 5): + def process_batch_concurrently( + self, tasks: List[str], max_workers: int = 5 + ): """ Process a batch of tasks concurrently @@ -204,10 +215,16 @@ class SSD1B: >>> print(results) """ - with concurrent.futures.ThreadPoolExecutor(max_workers=max_workers) as executor: - future_to_task = {executor.submit(self, task): task for task in tasks} + with concurrent.futures.ThreadPoolExecutor( + max_workers=max_workers + ) as executor: + future_to_task = { + executor.submit(self, task): task for task in tasks + } results = [] - for future in concurrent.futures.as_completed(future_to_task): + for future in concurrent.futures.as_completed( + future_to_task + ): task = future_to_task[future] try: img = future.result() @@ -217,13 +234,20 @@ class SSD1B: except Exception as error: print( colored( - (f"Error running SSD1B: {error} try" " optimizing your api key and or try" " again"), + ( + f"Error running SSD1B: {error} try" + " optimizing your api key and or try" + " again" + ), "red", ) ) print( colored( - ("Error running SSD1B:" f" {error.http_status}"), + ( + "Error running SSD1B:" + f" {error.http_status}" + ), "red", ) ) @@ -247,7 +271,9 @@ class SSD1B: """Str method for the SSD1B class""" return f"SSD1B(image_url={self.image_url})" - @backoff.on_exception(backoff.expo, Exception, max_tries=max_retries) + @backoff.on_exception( + backoff.expo, Exception, max_tries=max_retries + ) def rate_limited_call(self, task: str): """Rate limited call to the SSD1B API""" return self.__call__(task) From 1f0164836c57dc6819e7b4188ad6b1606e9736bd Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 29 Feb 2024 21:29:02 +0000 Subject: [PATCH 246/254] Bump pypa/gh-action-pypi-publish from 1.8.11 to 1.8.12 Bumps [pypa/gh-action-pypi-publish](https://github.com/pypa/gh-action-pypi-publish) from 1.8.11 to 1.8.12. - [Release notes](https://github.com/pypa/gh-action-pypi-publish/releases) - [Commits](https://github.com/pypa/gh-action-pypi-publish/compare/2f6f737ca5f74c637829c0f5c3acd0e29ea5e8bf...e53eb8b103ffcb59469888563dc324e3c8ba6f06) --- updated-dependencies: - dependency-name: pypa/gh-action-pypi-publish dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] --- .github/workflows/python-publish.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml index bbeec600..5272db53 100644 --- a/.github/workflows/python-publish.yml +++ b/.github/workflows/python-publish.yml @@ -14,7 +14,7 @@ jobs: - name: Build package run: python -m build - name: Publish package - uses: pypa/gh-action-pypi-publish@2f6f737ca5f74c637829c0f5c3acd0e29ea5e8bf + uses: pypa/gh-action-pypi-publish@e53eb8b103ffcb59469888563dc324e3c8ba6f06 with: user: __token__ password: ${{ secrets.PYPI_API_TOKEN }} From 415a5cf644b1bd8b136b8ea8b450c7400afb9c77 Mon Sep 17 00:00:00 2001 From: Eternal Reclaimer <98760976+kyegomez@users.noreply.github.com> Date: Thu, 29 Feb 2024 13:35:30 -0800 Subject: [PATCH 247/254] Revert "[WIP] Get CI Passing V2" --- .flake8 | 11 - .github/FUNDING.yml | 1 + .github/action.yml | 37 + .github/dependabot.yml | 2 + .github/labeler.yml | 64 +- .github/library/setup/action.yml | 44 - .github/workflows/RELEASE.yml | 22 +- .github/workflows/codacy.yml | 23 +- .github/workflows/codeql.yml | 70 +- .github/workflows/docs.yml | 8 +- .github/workflows/label.yml | 12 +- .github/workflows/lint.yml | 31 +- .github/workflows/pr_labeler.yml | 15 + .github/workflows/pr_request_checks.yml | 30 + .github/workflows/pull-request-links.yml | 5 +- .github/workflows/pylint.yml | 23 + .github/workflows/python-app.yml | 39 + .github/workflows/python-package.yml | 41 + .github/workflows/python-publish.yml | 17 +- .github/workflows/stale.yml | 46 +- .github/workflows/stale_isseue.yml | 49 + .github/workflows/test.yml | 114 +- .github/workflows/test_pr.yml | 95 +- .github/workflows/testing.yml | 27 + .github/workflows/unit-test.yml | 36 + .github/workflows/welcome.yml | 12 +- .pre-commit-config.yaml | 15 +- .readthedocs.yml | 8 +- .yamlfmt | 6 - .yamllint | 14 - docs/docker_setup.md | 6 +- docs/examples/revgpt.md | 2 +- docs/index.md | 2 +- example.py | 2 +- mkdocs.yml | 276 +- playground/utils/pandas_to_str.py | 12 +- poetry.lock | 6085 ---------------------- pyproject.toml | 32 +- pytest.ini | 2 - ruff.toml | 10 - swarms/artifacts/text_artifact.py | 9 +- swarms/memory/dict_internal_memory.py | 6 +- swarms/memory/dict_shared_memory.py | 6 +- swarms/memory/lanchain_chroma.py | 3 +- swarms/memory/pinecone.py | 26 +- swarms/models/__init__.py | 8 +- swarms/models/azure_openai_llm.py | 6 +- swarms/models/base_multimodal_model.py | 34 +- swarms/models/biogpt.py | 4 +- swarms/models/cog_vlm.py | 3 +- swarms/models/dalle3.py | 6 +- swarms/models/eleven_labs.py | 3 +- swarms/models/gemini.py | 8 +- swarms/models/gpt4_sam.py | 3 +- swarms/models/gpt4_vision_api.py | 5 +- swarms/models/idefics.py | 3 +- swarms/models/medical_sam.py | 3 +- swarms/models/openai_function_caller.py | 8 +- swarms/models/openai_models.py | 79 +- swarms/models/sam.py | 3 +- swarms/models/speecht5.py | 25 +- swarms/models/ssd_1b.py | 8 +- swarms/prompts/tools.py | 2 +- swarms/prompts/worker_prompt.py | 2 +- swarms/structs/agent.py | 6 +- swarms/structs/async_workflow.py | 3 +- swarms/structs/base_swarm.py | 4 + swarms/structs/base_workflow.py | 11 +- swarms/structs/concurrent_workflow.py | 3 +- swarms/structs/debate.py | 15 +- swarms/structs/graph_workflow.py | 3 +- swarms/structs/long_swarm.py | 20 +- swarms/structs/majority_voting.py | 3 +- swarms/structs/message_pool.py | 18 +- swarms/telemetry/check_update.py | 4 +- swarms/telemetry/sys_info.py | 8 +- swarms/tools/tool_func_doc_scraper.py | 3 +- swarms/tools/tool_utils.py | 10 +- swarms/utils/apa.py | 4 +- swarms/utils/load_model_torch.py | 3 +- swarms/utils/pandas_to_str.py | 2 +- tests/Dockerfile | 2 +- tests/structs/test_groupchat.py | 4 +- tests/structs/test_json.py | 73 + tests/structs/test_model_parallizer.py | 2 +- 85 files changed, 1007 insertions(+), 6803 deletions(-) delete mode 100644 .flake8 create mode 100644 .github/action.yml delete mode 100644 .github/library/setup/action.yml create mode 100644 .github/workflows/pr_labeler.yml create mode 100644 .github/workflows/pr_request_checks.yml create mode 100644 .github/workflows/pylint.yml create mode 100644 .github/workflows/python-app.yml create mode 100644 .github/workflows/python-package.yml create mode 100644 .github/workflows/stale_isseue.yml create mode 100644 .github/workflows/testing.yml create mode 100644 .github/workflows/unit-test.yml delete mode 100644 .yamlfmt delete mode 100644 .yamllint delete mode 100644 poetry.lock delete mode 100644 pytest.ini delete mode 100644 ruff.toml create mode 100644 tests/structs/test_json.py diff --git a/.flake8 b/.flake8 deleted file mode 100644 index 97c0db09..00000000 --- a/.flake8 +++ /dev/null @@ -1,11 +0,0 @@ -[flake8] -max-line-length = 127 -extend-ignore = E203 -per-file-ignores = - # Most of this is just long strings - ./swarms/prompts/**.py: E501 W293 W291 - ./swarms/__init__.py: F401 -exclude = - ./playground - ./tests - ./scripts \ No newline at end of file diff --git a/.github/FUNDING.yml b/.github/FUNDING.yml index 17d44f5d..e3733b98 100644 --- a/.github/FUNDING.yml +++ b/.github/FUNDING.yml @@ -1,5 +1,6 @@ --- # These are supported funding model platforms + github: [kyegomez] # patreon: # Replace with a single Patreon username # open_collective: # Replace with a single Open Collective username diff --git a/.github/action.yml b/.github/action.yml new file mode 100644 index 00000000..f2f9016c --- /dev/null +++ b/.github/action.yml @@ -0,0 +1,37 @@ +name: "Init Environment" +description: "Initialize environment for tests" +runs: + using: "composite" + steps: + - name: Checkout actions + uses: actions/checkout@v3 + + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v4 + with: + python-version: ${{ matrix.python-version }} + + - name: Install and configure Poetry + uses: snok/install-poetry@v1 + with: + virtualenvs-create: true + virtualenvs-in-project: true + installer-parallel: true + + - name: Load cached venv + id: cached-poetry-dependencies + uses: actions/cache@v3 + with: + path: .venv + key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }} + + - name: Install dependencies + if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' + run: poetry install --no-interaction --no-root --with test --with dev --all-extras + shell: bash + + - name: Activate venv + run: | + source .venv/bin/activate + echo PATH=$PATH >> $GITHUB_ENV + shell: bash \ No newline at end of file diff --git a/.github/dependabot.yml b/.github/dependabot.yml index 3b365943..b523994a 100644 --- a/.github/dependabot.yml +++ b/.github/dependabot.yml @@ -1,11 +1,13 @@ --- # https://docs.github.com/en/code-security/supply-chain-security/keeping-your-dependencies-updated-automatically/configuration-options-for-dependency-updates + version: 2 updates: - package-ecosystem: "github-actions" directory: "/" schedule: interval: "weekly" + - package-ecosystem: "pip" directory: "/" schedule: diff --git a/.github/labeler.yml b/.github/labeler.yml index 01b9aec3..1fb9d7ec 100644 --- a/.github/labeler.yml +++ b/.github/labeler.yml @@ -1,52 +1,14 @@ --- -documentation: - - changed-files: - - any-glob-to-any-file: ["docs/**", "*.md"] -tests: - - changed-files: - - any-glob-to-any-file: "tests/**" -agents: - - changed-files: - - any-glob-to-any-file: "swarms/agents/**" -artifacts: - - changed-files: - - any-glob-to-any-file: "swarms/artifacts/**" -chunkers: - - changed-files: - - any-glob-to-any-file: "swarms/chunkers/**" -cli: - - changed-files: - - any-glob-to-any-file: "swarms/cli/**" -loaders: - - changed-files: - - any-glob-to-any-file: "swarms/loaders/**" -memory: - - changed-files: - - any-glob-to-any-file: "swarms/memory/**" -models: - - changed-files: - - any-glob-to-any-file: "swarms/models/**" -prompts: - - changed-files: - - any-glob-to-any-file: "swarms/prompts/**" -structs: - - changed-files: - - any-glob-to-any-file: "swarms/structs/**" -telemetry: - - changed-files: - - any-glob-to-any-file: "swarms/telemetry/**" -tokenizers: - - changed-files: - - any-glob-to-any-file: "swarms/tokenizers/**" -tools: - - changed-files: - - any-glob-to-any-file: "swarms/tools/**" -utils: - - changed-files: - - any-glob-to-any-file: "swarms/utils/**" -workers: - - changed-files: - - any-glob-to-any-file: "swarms/workers/**" -rust: - - changed-files: - - any-glob-to-any-file: "**/*.rs" +# this is a config file for the github action labeler + +# Add 'label1' to any changes within 'example' folder or any subfolders +example_change: + - example/** + +# Add 'label2' to any file changes within 'example2' folder +example2_change: example2/* + +# Add label3 to any change to .txt files within the entire repository. +# Quotation marks are required for the leading asterisk +text_files: + - '**/*.txt' diff --git a/.github/library/setup/action.yml b/.github/library/setup/action.yml deleted file mode 100644 index b2781074..00000000 --- a/.github/library/setup/action.yml +++ /dev/null @@ -1,44 +0,0 @@ ---- -name: "Setup" -description: Setup the environment for the project -inputs: - python-version: - description: "Python version to use" - required: false - default: "3.10" -runs: - using: "composite" - steps: - - name: Free up disk space - run: | - sudo rm -rf /usr/share/dotnet /usr/local/lib/android /opt/ghc /opt/hostedtoolcache/CodeQL - sudo docker image prune --all --force - shell: bash - - name: Set up Python ${{ inputs.python-version }} - uses: actions/setup-python@v4 - with: - python-version: ${{ inputs.python-version }} - - name: Install and configure Poetry - uses: snok/install-poetry@v1 - with: - installer-parallel: true - - name: Cache Poetry cache - uses: actions/cache@v4 - with: - path: ~/.cache/pypoetry - key: poetry-cache - -${{ runner.os }} - -${{ steps.setup_python.outputs.python-version }} - -${{ env.POETRY_VERSION }} - - name: Cache Packages - uses: actions/cache@v4 - with: - path: ~/.local - key: poetry-local - -${{ runner.os }} - -${{ steps.setup_python.outputs.python-version }} - -${{ hashFiles('**/poetry.lock')}} - -${{ hashFiles('.github/workflows/*.yml') }} - - name: Install dependencies - run: POETRY_VIRTUALENVS_CREATE=false poetry install - shell: bash diff --git a/.github/workflows/RELEASE.yml b/.github/workflows/RELEASE.yml index a2a96311..b219bb77 100644 --- a/.github/workflows/RELEASE.yml +++ b/.github/workflows/RELEASE.yml @@ -1,5 +1,5 @@ ---- name: release + on: pull_request: types: @@ -7,18 +7,26 @@ on: branches: - master paths: - - "pyproject.toml" + - 'pyproject.toml' + env: POETRY_VERSION: "1.4.2" + jobs: if_release: if: | - ${{ github.event.pull_request.merged == true }} - && ${{ contains(github.event.pull_request.labels.*.name, 'release') }} + ${{ github.event.pull_request.merged == true }} + && ${{ contains(github.event.pull_request.labels.*.name, 'release') }} runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - - uses: ./.github/library/setup + - name: Install poetry + run: pipx install poetry==$POETRY_VERSION + - name: Set up Python 3.9 + uses: actions/setup-python@v5 + with: + python-version: "3.9" + cache: "poetry" - name: Build project for distribution run: poetry build - name: Check Version @@ -37,5 +45,5 @@ jobs: - name: Publish to PyPI env: POETRY_PYPI_TOKEN_PYPI: ${{ secrets.PYPI_API_TOKEN }} - run: |- - poetry publish + run: | + poetry publish \ No newline at end of file diff --git a/.github/workflows/codacy.yml b/.github/workflows/codacy.yml index 2274b506..5f58b11d 100644 --- a/.github/workflows/codacy.yml +++ b/.github/workflows/codacy.yml @@ -1,4 +1,3 @@ ---- # This workflow uses actions that are not certified by GitHub. # They are provided by a third-party and are governed by # separate terms of service, privacy policy, and support @@ -11,38 +10,39 @@ # https://github.com/codacy/codacy-analysis-cli-action. # For more information on Codacy Analysis CLI in general, see # https://github.com/codacy/codacy-analysis-cli. + name: Codacy Security Scan + on: push: - branches: ["master"] + branches: [ "master" ] pull_request: # The branches below must be a subset of the branches above - branches: ["master"] + branches: [ "master" ] schedule: - cron: '18 23 * * 4' + permissions: contents: read + jobs: codacy-security-scan: permissions: - # for actions/checkout to fetch code - contents: read - # for github/codeql-action/upload-sarif to upload SARIF results - security-events: write - # only required for a private repository by github/codeql-action/upload-sarif to get the Action run status - actions: read + contents: read # for actions/checkout to fetch code + security-events: write # for github/codeql-action/upload-sarif to upload SARIF results + actions: read # only required for a private repository by github/codeql-action/upload-sarif to get the Action run status name: Codacy Security Scan runs-on: ubuntu-latest steps: # Checkout the repository to the GitHub Actions runner - name: Checkout code uses: actions/checkout@v4 + # Execute Codacy Analysis CLI and generate a SARIF output with the security issues identified during the analysis - name: Run Codacy Analysis CLI uses: codacy/codacy-analysis-cli-action@33d455949345bddfdb845fba76b57b70cc83754b with: - # Check https://github.com/codacy/codacy-analysis-cli#project-token - # to get your project token from your Codacy repository + # Check https://github.com/codacy/codacy-analysis-cli#project-token to get your project token from your Codacy repository # You can also omit the token and run the tools that support default configurations project-token: ${{ secrets.CODACY_PROJECT_TOKEN }} verbose: true @@ -53,6 +53,7 @@ jobs: # Force 0 exit code to allow SARIF file generation # This will handover control about PR rejection to the GitHub side max-allowed-issues: 2147483647 + # Upload the SARIF file generated in the previous step - name: Upload SARIF results file uses: github/codeql-action/upload-sarif@v3 diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml index c3e50e39..56930314 100644 --- a/.github/workflows/codeql.yml +++ b/.github/workflows/codeql.yml @@ -1,4 +1,3 @@ ---- # For most projects, this workflow file will not need changing; you simply need # to commit it to your repository. # @@ -11,14 +10,16 @@ # supported CodeQL languages. # name: "CodeQL" + on: push: - branches: ["master"] + branches: [ "master" ] pull_request: # The branches below must be a subset of the branches above - branches: ["master"] + branches: [ "master" ] schedule: - cron: '33 12 * * 5' + jobs: analyze: name: Analyze @@ -33,42 +34,49 @@ jobs: actions: read contents: read security-events: write + strategy: fail-fast: false matrix: - language: ['python'] + language: [ 'python' ] # CodeQL supports [ 'c-cpp', 'csharp', 'go', 'java-kotlin', 'javascript-typescript', 'python', 'ruby', 'swift' ] # Use only 'java-kotlin' to analyze code written in Java, Kotlin or both # Use only 'javascript-typescript' to analyze code written in JavaScript, TypeScript or both # Learn more about CodeQL language support at https://aka.ms/codeql-docs/language-support + steps: - - name: Checkout repository - uses: actions/checkout@v4 - # Initializes the CodeQL tools for scanning. - - name: Initialize CodeQL - uses: github/codeql-action/init@v3 - with: - languages: ${{ matrix.language }} - # If you wish to specify custom queries, you can do so here or in a config file. - # By default, queries listed here will override any specified in a config file. - # Prefix the list here with "+" to use these queries and those in the config file. - # Autobuild attempts to build any compiled languages (C/C++, C#, Go, Java, or Swift). - # If this step fails, then you should remove it and run the build manually (see below) - - name: Autobuild - # For more details on CodeQL's query packs, refer to: - # https://docs.github.com/en/code-security/code-scanning/automatically-scanning-your-code-for-vulnerabilities-and-errors/configuring-code-scanning#using-queries-in-ql-packs + - name: Checkout repository + uses: actions/checkout@v4 + + # Initializes the CodeQL tools for scanning. + - name: Initialize CodeQL + uses: github/codeql-action/init@v3 + with: + languages: ${{ matrix.language }} + # If you wish to specify custom queries, you can do so here or in a config file. + # By default, queries listed here will override any specified in a config file. + # Prefix the list here with "+" to use these queries and those in the config file. + + # For more details on CodeQL's query packs, refer to: https://docs.github.com/en/code-security/code-scanning/automatically-scanning-your-code-for-vulnerabilities-and-errors/configuring-code-scanning#using-queries-in-ql-packs # queries: security-extended,security-and-quality - uses: github/codeql-action/autobuild@v3 - # - run: | - # echo "Run, Build Application using script" - # ./location_of_script_within_repo/buildscript.sh - - name: Perform CodeQL Analysis - # ℹ️ Command-line programs to run using the OS shell. - # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun - # If the Autobuild fails above, remove it and uncomment the following three lines. - # modify them (or add more) to build your code if your project, please refer to the EXAMPLE below for guidance. - uses: github/codeql-action/analyze@v3 - with: - category: "/language:${{matrix.language}}" + # Autobuild attempts to build any compiled languages (C/C++, C#, Go, Java, or Swift). + # If this step fails, then you should remove it and run the build manually (see below) + - name: Autobuild + uses: github/codeql-action/autobuild@v3 + + # ℹ️ Command-line programs to run using the OS shell. + # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun + + # If the Autobuild fails above, remove it and uncomment the following three lines. + # modify them (or add more) to build your code if your project, please refer to the EXAMPLE below for guidance. + + # - run: | + # echo "Run, Build Application using script" + # ./location_of_script_within_repo/buildscript.sh + + - name: Perform CodeQL Analysis + uses: github/codeql-action/analyze@v3 + with: + category: "/language:${{matrix.language}}" diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml index e04fb4c7..0b830b9f 100644 --- a/.github/workflows/docs.yml +++ b/.github/workflows/docs.yml @@ -1,5 +1,5 @@ ---- name: Docs WorkAgent + on: push: branches: @@ -11,8 +11,10 @@ jobs: runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - - uses: ./.github/library/setup + - uses: actions/setup-python@v5 + with: + python-version: 3.x - run: pip install mkdocs-material - run: pip install mkdocs-glightbox - run: pip install "mkdocstrings[python]" - - run: mkdocs gh-deploy --force + - run: mkdocs gh-deploy --force \ No newline at end of file diff --git a/.github/workflows/label.yml b/.github/workflows/label.yml index a3ba8739..d23c4d40 100644 --- a/.github/workflows/label.yml +++ b/.github/workflows/label.yml @@ -1,20 +1,22 @@ ---- # This workflow will triage pull requests and apply a label based on the # paths that are modified in the pull request. # # To use this workflow, you will need to set up a .github/labeler.yml # file with configuration. For more information, see: # https://github.com/actions/labeler + name: Labeler on: [pull_request_target] + jobs: label: + runs-on: ubuntu-latest permissions: contents: read pull-requests: write + steps: - - uses: actions/labeler@v5 - with: - repo-token: "${{ secrets.GITHUB_TOKEN }}" - sync-labels: true + - uses: actions/labeler@v5 + with: + repo-token: "${{ secrets.GITHUB_TOKEN }}" diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml index c9b71b12..b38491c2 100644 --- a/.github/workflows/lint.yml +++ b/.github/workflows/lint.yml @@ -1,42 +1,27 @@ ---- + name: Lint -on: [push, pull_request] + +on: [push, pull_request] # yamllint disable-line rule:truthy + jobs: yaml-lint: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 - - uses: ./.github/library/setup + - name: Check out source repository + uses: actions/checkout@v4 - name: yaml Lint uses: ibiqlik/action-yamllint@v3 - with: - file_or_dir: ${{ github.workspace }} flake8-lint: runs-on: ubuntu-latest name: flake8 Lint steps: - - uses: actions/checkout@v4 - - uses: ./.github/library/setup + - name: Check out source repository + uses: actions/checkout@v4 - name: Set up Python environment uses: py-actions/flake8@v2 - with: - args: --verbose ruff-lint: runs-on: ubuntu-latest name: ruff Lint steps: - uses: actions/checkout@v4 - - uses: ./.github/library/setup - uses: chartboost/ruff-action@v1 - pylint-lint: - runs-on: ubuntu-latest - name: pylint Lint - steps: - - uses: actions/checkout@v4 - - uses: ./.github/library/setup - - name: Install dependencies - run: | - pip install pylint - - name: Analysing the code with pylint - run: | - pylint $(git ls-files '*.py') diff --git a/.github/workflows/pr_labeler.yml b/.github/workflows/pr_labeler.yml new file mode 100644 index 00000000..7745d717 --- /dev/null +++ b/.github/workflows/pr_labeler.yml @@ -0,0 +1,15 @@ +name: "PR Labeler" + +on: + pull_request_target: + types: ["opened", "reopened", "ready_for_review"] + +jobs: + triage: + permissions: + contents: read + pull-requests: write + runs-on: ubuntu-latest + steps: + - uses: actions/labeler@v5 + if: ${{ github.event.pull_request.draft == false }} \ No newline at end of file diff --git a/.github/workflows/pr_request_checks.yml b/.github/workflows/pr_request_checks.yml new file mode 100644 index 00000000..cfc01afb --- /dev/null +++ b/.github/workflows/pr_request_checks.yml @@ -0,0 +1,30 @@ +name: Pull Request Checks + +on: + pull_request: + branches: + - master + +jobs: + test: + runs-on: ubuntu-latest + + steps: + - name: Checkout code + uses: actions/checkout@v4 + + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: 3.x + + - name: Install dependencies + run: | + pip install -r requirements.txt + pip install swarms + pip install pytest + + - name: Run tests and checks + run: | + pytest + pylint swarms diff --git a/.github/workflows/pull-request-links.yml b/.github/workflows/pull-request-links.yml index b801a86d..4cb674d8 100644 --- a/.github/workflows/pull-request-links.yml +++ b/.github/workflows/pull-request-links.yml @@ -1,4 +1,3 @@ ---- name: readthedocs/actions on: pull_request_target: @@ -6,12 +5,14 @@ on: - opened paths: - "docs/**" + permissions: pull-requests: write + jobs: pull-request-links: runs-on: ubuntu-latest steps: - uses: readthedocs/actions/preview@v1 with: - project-slug: swarms + project-slug: swarms \ No newline at end of file diff --git a/.github/workflows/pylint.yml b/.github/workflows/pylint.yml new file mode 100644 index 00000000..d3f42fb1 --- /dev/null +++ b/.github/workflows/pylint.yml @@ -0,0 +1,23 @@ +name: Pylint + +on: [push] + +jobs: + build: + runs-on: ubuntu-latest + strategy: + matrix: + python-version: ["3.8", "3.9", "3.10"] + steps: + - uses: actions/checkout@v4 + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v5 + with: + python-version: ${{ matrix.python-version }} + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install pylint + - name: Analysing the code with pylint + run: | + pylint $(git ls-files '*.py') diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml new file mode 100644 index 00000000..adc0c5ef --- /dev/null +++ b/.github/workflows/python-app.yml @@ -0,0 +1,39 @@ +# This workflow will install Python dependencies, run tests and lint with a single version of Python +# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python + +name: Python application + +on: + push: + branches: [ "master" ] + pull_request: + branches: [ "master" ] + +permissions: + contents: read + +jobs: + build: + + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v4 + - name: Set up Python 3.10 + uses: actions/setup-python@v5 + with: + python-version: "3.10" + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install flake8 pytest swarms + if [ -f requirements.txt ]; then pip install -r requirements.txt; fi + - name: Lint with flake8 + run: | + # stop the build if there are Python syntax errors or undefined names + flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics + # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide + flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics + - name: Test with pytest + run: | + pytest diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml new file mode 100644 index 00000000..31cdfb93 --- /dev/null +++ b/.github/workflows/python-package.yml @@ -0,0 +1,41 @@ +# This workflow will install Python dependencies, run tests and lint with a variety of Python versions +# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python + +name: Python package + +on: + push: + branches: [ "master" ] + pull_request: + branches: [ "master" ] + +jobs: + build: + + runs-on: ubuntu-latest + strategy: + fail-fast: false + matrix: + python-version: ["3.7", "3.9", "3.10", "3.11"] + + steps: + - uses: actions/checkout@v4 + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v5 + with: + python-version: ${{ matrix.python-version }} + - name: Install dependencies + run: | + python -m pip install --upgrade pip + python -m pip install --upgrade swarms + python -m pip install flake8 pytest swarms + if [ -f requirements.txt ]; then pip install -r requirements.txt; fi + - name: Lint with flake8 + run: | + # stop the build if there are Python syntax errors or undefined names + flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics + # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide + flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics + - name: Test with pytest + run: | + pytest \ No newline at end of file diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml index bbeec600..889774f0 100644 --- a/.github/workflows/python-publish.yml +++ b/.github/workflows/python-publish.yml @@ -1,16 +1,27 @@ ---- name: Upload Python Package -on: + +on: # yamllint disable-line rule:truthy release: types: [published] + permissions: contents: read + jobs: deploy: + runs-on: ubuntu-latest + steps: - uses: actions/checkout@v4 - - uses: ./.github/library/setup + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: '3.x' + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install build - name: Build package run: python -m build - name: Publish package diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml index b07bd879..3aa6410b 100644 --- a/.github/workflows/stale.yml +++ b/.github/workflows/stale.yml @@ -1,49 +1,27 @@ ---- # This workflow warns and then closes issues and PRs that have had no activity for a specified amount of time. # # You can adjust the behavior by modifying this file. # For more information, see: # https://github.com/actions/stale name: Mark stale issues and pull requests + on: schedule: - # Scheduled to run at 1.30 UTC everyday - - cron: "30 1 * * *" + - cron: '26 12 * * *' + jobs: stale: + runs-on: ubuntu-latest permissions: issues: write pull-requests: write - steps: - - uses: actions/stale@v9 - with: - repo-token: ${{ secrets.GITHUB_TOKEN }} - days-before-issue-stale: 14 - days-before-issue-close: 14 - stale-issue-label: "status:stale" - close-issue-reason: not_planned - any-of-labels: "status:awaiting user response,status:more data needed" - stale-issue-message: > - Marking this issue as stale since it has been open for 14 days with no activity. This issue - will be closed if no further activity occurs. - close-issue-message: > - This issue was closed because it has been inactive for 28 days. Please post a new issue if - you need further assistance. Thanks! - - days-before-pr-stale: 14 - days-before-pr-close: 14 - stale-pr-label: "status:stale" - stale-pr-message: > - Marking this pull request as stale since it has been open for 14 days with no activity. This - PR will be closed if no further activity occurs. - - close-pr-message: > - This pull request was closed because it has been inactive for 28 days. Please open a new - pull request if you need furtherassistance. Thanks! - - # Label that can be assigned to issues to exclude them from being marked as stale - exempt-issue-labels: "override-stale" - # Label that can be assigned to PRs to exclude them from being marked as stale - exempt-pr-labels: "override-stale" + steps: + - uses: actions/stale@v9 + with: + repo-token: ${{ secrets.GITHUB_TOKEN }} + stale-issue-message: 'Stale issue message' + stale-pr-message: 'Stale pull request message' + stale-issue-label: 'no-issue-activity' + stale-pr-label: 'no-pr-activity' \ No newline at end of file diff --git a/.github/workflows/stale_isseue.yml b/.github/workflows/stale_isseue.yml new file mode 100644 index 00000000..c5fe2648 --- /dev/null +++ b/.github/workflows/stale_isseue.yml @@ -0,0 +1,49 @@ +# This workflow warns and then closes issues and PRs that have had no activity for a specified amount of time. +# +# You can adjust the behavior by modifying this file. +# For more information, see: +# https://github.com/actions/stale +name: Mark stale issues and pull requests + +on: + schedule: + # Scheduled to run at 1.30 UTC everyday + - cron: '30 1 * * *' + +jobs: + stale: + + runs-on: ubuntu-latest + permissions: + issues: write + pull-requests: write + + steps: + - uses: actions/stale@v9 + with: + repo-token: ${{ secrets.GITHUB_TOKEN }} + days-before-issue-stale: 14 + days-before-issue-close: 14 + stale-issue-label: "status:stale" + close-issue-reason: not_planned + any-of-labels: "status:awaiting user response,status:more data needed" + stale-issue-message: > + Marking this issue as stale since it has been open for 14 days with no activity. + This issue will be closed if no further activity occurs. + close-issue-message: > + This issue was closed because it has been inactive for 28 days. + Please post a new issue if you need further assistance. Thanks! + days-before-pr-stale: 14 + days-before-pr-close: 14 + stale-pr-label: "status:stale" + stale-pr-message: > + Marking this pull request as stale since it has been open for 14 days with no activity. + This PR will be closed if no further activity occurs. + close-pr-message: > + This pull request was closed because it has been inactive for 28 days. + Please open a new pull request if you need further assistance. Thanks! + # Label that can be assigned to issues to exclude them from being marked as stale + exempt-issue-labels: 'override-stale' + # Label that can be assigned to PRs to exclude them from being marked as stale + exempt-pr-labels: "override-stale" + \ No newline at end of file diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 029245c9..baaadfc8 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -1,16 +1,110 @@ ---- -name: build -on: [push, pull_request] +name: test + +on: + push: + branches: [master] + pull_request: + workflow_dispatch: + +env: + POETRY_VERSION: "1.4.2" + jobs: + test: + runs-on: ubuntu-latest + strategy: + matrix: + python-version: + - "3.8" + - "3.9" + - "3.10" + - "3.11" + test_type: + - "core" + - "extended" + steps: + - uses: actions/checkout@v4 + - name: Set up Python ${{ matrix.python-version }} + uses: "snok/install-poetry@v1" + with: + python-version: ${{ matrix.python-version }} + poetry-version: "1.4.2" + cache-key: ${{ matrix.test_type }} + install-command: + if [ "${{ matrix.test_type }}" == "core" ]; then + echo "Running core tests, installing dependencies with poetry..." + poetry install + else + echo "Running extended tests, installing dependencies with poetry..." + poetry install -E extended_testing + fi + - name: Run ${{matrix.test_type}} tests + run: | + if [ "${{ matrix.test_type }}" == "core" ]; then + make test + else + make extended_tests + fi + shell: bash + name: Python ${{ matrix.python-version }} ${{ matrix.test_type }} + steps: + - uses: actions/checkout@v4 + - name: Set up Python ${{ matrix.python-version }} + uses: "./.github/actions/poetry_setup" + with: + python-version: ${{ matrix.python-version }} + poetry-version: "1.4.2" + cache-key: ${{ matrix.test_type }} + install-command: | + if [ "${{ matrix.test_type }}" == "core" ]; then + echo "Running core tests, installing dependencies with poetry..." + poetry install + else + echo "Running extended tests, installing dependencies with poetry..." + poetry install -E extended_testing + fi + - name: Run ${{matrix.test_type}} tests + run: | + if [ "${{ matrix.test_type }}" == "core" ]; then + make test + else + make extended_tests + fi + shell: bash build: runs-on: ubuntu-latest + strategy: + matrix: + python-version: + - "3.8" + - "3.9" + - "3.10" + - "3.11" + test_type: + - "core" + - "extended" + name: Python ${{ matrix.python-version }} ${{ matrix.test_type }} steps: - uses: actions/checkout@v4 - - uses: ./.github/library/setup - - name: Install dependencies + - name: Set up Python ${{ matrix.python-version }} + uses: "./.github/actions/poetry_setup" + with: + python-version: ${{ matrix.python-version }} + poetry-version: "1.4.2" + cache-key: ${{ matrix.test_type }} + install-command: | + if [ "${{ matrix.test_type }}" == "core" ]; then + echo "Running core tests, installing dependencies with poetry..." + poetry install + else + echo "Running extended tests, installing dependencies with poetry..." + poetry install -E extended_testing + fi + - name: Run ${{matrix.test_type}} tests run: | - pip install pytest - - name: Run Python unit tests - run: pytest - - name: Verify that the Docker image for the action builds - run: docker build . --file Dockerfile + if [ "${{ matrix.test_type }}" == "core" ]; then + make test + else + make extended_tests + fi + shell: bash \ No newline at end of file diff --git a/.github/workflows/test_pr.yml b/.github/workflows/test_pr.yml index f8d4a8ea..8da3bd0a 100644 --- a/.github/workflows/test_pr.yml +++ b/.github/workflows/test_pr.yml @@ -1,28 +1,81 @@ ---- # Notebook-related checks + name: Presubmit checks -on: [push, pull_request] + +on: + # Relevant PRs + pull_request: + paths: + - "swarms/**" + - "tests/**" + # Allow manual runs + workflow_dispatch: + jobs: - # Disabled until google/pytype/issues/151 is resolved - # pytype3_10: - # name: pytype 3.10 - # runs-on: ubuntu-latest - # steps: - # - uses: actions/checkout@v4 - # - uses: ./.github/library/setup - # - name: Install pytype - # run: pip install -q pytype - # - name: Run pytype - # run: pytype ./swarms + test3_11: + name: Test Py3.11 + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: + python-version: '3.11' + - name: Run tests + run: | + python --version + pip install .[dev] + python -m pytest + test3_10: + name: Test Py3.10 + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: + python-version: '3.10' + - name: Run tests + run: | + python --version + pip install -q .[dev] + python -m pytest + test3_9: + name: Test Py3.9 + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: + python-version: '3.9' + - name: Run tests + run: | + python --version + pip install .[dev] + python -m pytest + pytype3_10: + name: pytype 3.10 + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: + python-version: '3.10' + - name: Run pytype + run: | + python --version + pip install .[dev] + pip install -q gspread ipython + pytype format: name: Check format with black runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 - - uses: ./.github/library/setup - - name: Check format - run: | - python --version - pip install -q . - pip install -q black - black . --check + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: + python-version: '3.11' + - name: Check format + run: | + python --version + pip install -q . + pip install -q black + black . --check diff --git a/.github/workflows/testing.yml b/.github/workflows/testing.yml new file mode 100644 index 00000000..c858b5fe --- /dev/null +++ b/.github/workflows/testing.yml @@ -0,0 +1,27 @@ +name: Unit Tests + +on: + push: + branches: + - master + +jobs: + test: + runs-on: ubuntu-latest + + steps: + - name: Checkout code + uses: actions/checkout@v4 + + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: "3.10" + + - name: Install dependencies + run: | + pip install -r requirements.txt + pip install pytest + + - name: Run unit tests + run: pytest diff --git a/.github/workflows/unit-test.yml b/.github/workflows/unit-test.yml new file mode 100644 index 00000000..a858dae4 --- /dev/null +++ b/.github/workflows/unit-test.yml @@ -0,0 +1,36 @@ +name: build + +on: + push: + branches: [ main ] + pull_request: + branches: [ main ] + +jobs: + + build: + + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v4 + + - name: Setup Python + uses: actions/setup-python@v5 + with: + python-version: '3.9' + + - name: Install dependencies + run: | + pip install -r requirements.txt + pip install pytest + pip install swarms + + - name: Run Python unit tests + run: pytest + + - name: Verify that the Docker image for the action builds + run: docker build . --file Dockerfile + + - name: Verify integration test results + run: pytest diff --git a/.github/workflows/welcome.yml b/.github/workflows/welcome.yml index 342e07f9..3dcd5bb1 100644 --- a/.github/workflows/welcome.yml +++ b/.github/workflows/welcome.yml @@ -1,10 +1,11 @@ ---- name: Welcome WorkAgent + on: issues: types: [opened] pull_request_target: types: [opened] + jobs: build: name: 👋 Welcome @@ -14,10 +15,5 @@ jobs: - uses: actions/first-interaction@v1.3.0 with: repo-token: ${{ secrets.GITHUB_TOKEN }} - issue-message: > - Hello there, thank you for opening an Issue ! 🙏🏻 The team was notified and they will get back - to you asap. - - pr-message: >- - Hello there, thank you for opening an PR ! 🙏🏻 The team was notified and they will get back - to you asap. + issue-message: "Hello there, thank you for opening an Issue ! 🙏🏻 The team was notified and they will get back to you asap." + pr-message: "Hello there, thank you for opening an PR ! 🙏🏻 The team was notified and they will get back to you asap." \ No newline at end of file diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 4db17393..0c936705 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,19 +1,18 @@ ---- repos: - repo: https://github.com/ambv/black rev: 22.3.0 hooks: - - id: black + - id: black - repo: https://github.com/charliermarsh/ruff-pre-commit rev: 'v0.0.255' hooks: - id: ruff - args: ['----unsafe-fixes'] + args: [----unsafe-fixes] - repo: https://github.com/nbQA-dev/nbQA rev: 1.6.3 hooks: - - id: nbqa-black - additional_dependencies: [ipython==8.12, black] - - id: nbqa-ruff - args: ["--ignore=I001"] - additional_dependencies: [ipython==8.12, ruff] + - id: nbqa-black + additional_dependencies: [ipython==8.12, black] + - id: nbqa-ruff + args: ["--ignore=I001"] + additional_dependencies: [ipython==8.12, ruff] \ No newline at end of file diff --git a/.readthedocs.yml b/.readthedocs.yml index 26919b99..e3e74fad 100644 --- a/.readthedocs.yml +++ b/.readthedocs.yml @@ -1,11 +1,13 @@ ---- version: 2 + build: os: ubuntu-22.04 tools: python: "3.11" + mkdocs: configuration: mkdocs.yml + python: - install: - - requirements: requirements.txt + install: + - requirements: requirements.txt diff --git a/.yamlfmt b/.yamlfmt deleted file mode 100644 index 00827189..00000000 --- a/.yamlfmt +++ /dev/null @@ -1,6 +0,0 @@ ---- -formatter: - type: basic - include_document_start: true - max_line_length: 100 - pad_line_comments: 2 diff --git a/.yamllint b/.yamllint deleted file mode 100644 index cdb96def..00000000 --- a/.yamllint +++ /dev/null @@ -1,14 +0,0 @@ ---- -extends: default - -rules: - line-length: - max: 127 - truthy: - # GitHub Actions - check-keys: false - -ignore: - # GH Actions - - lib - - .venv diff --git a/docs/docker_setup.md b/docs/docker_setup.md index fed664ab..409f9119 100644 --- a/docs/docker_setup.md +++ b/docs/docker_setup.md @@ -30,7 +30,6 @@ This guide is intended for developers and contributors to the `swarms` project w ## Prerequisites Before you begin, ensure you have: - - A GitHub account - Git installed on your machine - Basic command-line proficiency @@ -116,13 +115,14 @@ docker run -it --rm swarms-dev - Introduce Docker Compose and its role in simplifying multi-container setups. - Create a `docker-compose.yml` file for the `swarms` project. + ## Dockerfile Creating a Dockerfile for deploying the `swarms` framework to the cloud involves setting up the necessary environment to run your Python application, ensuring all dependencies are installed, and configuring the container to execute the desired tasks. Here's an example Dockerfile that sets up such an environment: ```Dockerfile # Use an official Python runtime as a parent image -FROM python:3.10-slim +FROM python:3.9-slim # Set environment variables ENV PYTHONDONTWRITEBYTECODE 1 @@ -194,4 +194,4 @@ For deploying to the cloud, you'll need to push your Docker image to a container - Setting up networking, storage, and other cloud resources. - Monitoring, logging, and potentially scaling your containers. -Remember to secure sensitive data, use tagged releases for your images, and follow best practices for operating in the cloud. +Remember to secure sensitive data, use tagged releases for your images, and follow best practices for operating in the cloud. \ No newline at end of file diff --git a/docs/examples/revgpt.md b/docs/examples/revgpt.md index 5571720d..69107b40 100644 --- a/docs/examples/revgpt.md +++ b/docs/examples/revgpt.md @@ -19,7 +19,7 @@ python -m pip install --upgrade revChatGPT ``` **Supported Python Versions:** -- Minimum: Python3.10 +- Minimum: Python3.9 - Recommended: Python3.11+ ### Initial Setup and Configuration diff --git a/docs/index.md b/docs/index.md index c4ec3e9f..74e39543 100644 --- a/docs/index.md +++ b/docs/index.md @@ -16,7 +16,7 @@ Swarms provides you with all the building blocks you need to build reliable, pro ## 💻 Install You can install `swarms` with pip in a -[**Python>=3.10**](https://www.python.org/) environment. +[**Python>=3.8**](https://www.python.org/) environment. !!! example "pip install (recommended)" diff --git a/example.py b/example.py index e4f2e799..bebdb11a 100644 --- a/example.py +++ b/example.py @@ -1,6 +1,6 @@ from swarms import Agent, OpenAIChat -# Initialize the workflow +## Initialize the workflow agent = Agent( llm=OpenAIChat(), max_loops=1, diff --git a/mkdocs.yml b/mkdocs.yml index 62fbca90..385d8ad1 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -1,4 +1,3 @@ ---- site_name: Swarms Docs plugins: - glightbox @@ -17,15 +16,15 @@ extra: - icon: fontawesome/brands/python link: https://pypi.org/project/Swarms/ theme: - name: material - custom_dir: docs/overrides - logo: assets/img/SwarmsLogoIcon.png - palette: - # Palette toggle for light mode + name: material + custom_dir: docs/overrides + logo: assets/img/SwarmsLogoIcon.png + palette: + # Palette toggle for light mode - scheme: default primary: black toggle: - icon: material/brightness-7 + icon: material/brightness-7 name: Switch to dark mode # Palette toggle for dark mode - scheme: slate @@ -33,14 +32,14 @@ theme: toggle: icon: material/brightness-4 name: Switch to light mode - features: - - content.code.copy - - content.code.annotate - - navigation.tabs - - navigation.sections - - navigation.expand - - navigation.top - - announce.dismiss + features: + - content.code.copy + - content.code.annotate + - navigation.tabs + - navigation.sections + - navigation.expand + - navigation.top + - announce.dismiss markdown_extensions: - pymdownx.highlight: anchor_linenums: true @@ -56,126 +55,127 @@ markdown_extensions: - def_list - footnotes nav: - - Home: - - Overview: "index.md" - - Contributing: "contributing.md" - - Swarms: - - Overview: "swarms/index.md" - - swarms.agents: - - Agents: - - WorkerAgent: "swarms/agents/workeragent.md" - - OmniAgent: "swarms/agents/omni_agent.md" - - AbstractAgent: "swarms/agents/abstractagent.md" - - ToolAgent: "swarms/agents/toolagent.md" - - swarms.models: - - Language: - - BaseLLM: "swarms/models/base_llm.md" - - Overview: "swarms/models/index.md" - - HuggingFaceLLM: "swarms/models/huggingface.md" - - Anthropic: "swarms/models/anthropic.md" - - OpenAI: "swarms/models/openai.md" - - Zephyr: "swarms/models/zephyr.md" - - BioGPT: "swarms/models/biogpt.md" - - vLLM: "swarms/models/vllm.md" - - MPT7B: "swarms/models/mpt.md" - - Mistral: "swarms/models/mistral.md" - - Mixtral: "swarms/models/mixtral.md" - - MultiModal: - - BaseMultiModalModel: "swarms/models/base_multimodal_model.md" - - Fuyu: "swarms/models/fuyu.md" - - Vilt: "swarms/models/vilt.md" - - Idefics: "swarms/models/idefics.md" - - BingChat: "swarms/models/bingchat.md" - - Kosmos: "swarms/models/kosmos.md" - - Nougat: "swarms/models/nougat.md" - - Dalle3: "swarms/models/dalle3.md" - - GPT4V: "swarms/models/gpt4v.md" - - LayoutLMDocumentQA: "swarms/models/layoutlm_document_qa.md" - - DistilWhisperModel: "swarms/models/distilled_whisperx.md" - - ElevenLabsText2SpeechTool: "swarms/models/elevenlabs.md" - - OpenAITTS: "swarms/models/openai_tts.md" - - Gemini: "swarms/models/gemini.md" - - ZeroscopeTTV: "swarms/models/zeroscope.md" - - swarms.structs: - - Foundational Structures: - - agent: "swarms/structs/agent.md" - - basestructure: "swarms/structs/basestructure.md" - - artifactupload: "swarms/structs/artifactupload.md" - - taskinput: "swarms/structs/taskinput.md" - - stepinput: "swarms/structs/stepinput.md" - - artifact: "swarms/structs/artifact.md" - - task: "swarms/structs/task.md" - - Task Queue Base: "swarms/structs/taskqueuebase.md" - - Workflows: - - recursiveworkflow: "swarms/structs/recursiveworkflow.md" - - concurrentworkflow: "swarms/structs/concurrentworkflow.md" - - nonlinearworkflow: "swarms/structs/nonlinearworkflow.md" - - sequential_workflow: "swarms/structs/sequential_workflow.md" - - workflow: "swarms/structs/workflow.md" - - baseworkflow: "swarms/structs/baseworkflow.md" - - Multi Agent Architectures: - - conversation: "swarms/structs/conversation.md" - - groupchat: "swarms/structs/groupchat.md" - - swarmnetwork: "swarms/structs/swarmnetwork.md" - - groupchatmanager: "swarms/structs/groupchatmanager.md" - - MajorityVoting: "swarms/structs/majorityvoting.md" - - swarms.tokenizers: - - Language: - - Tokenizer: "swarms/tokenizers/tokenizer.md" - - CohereTokenizer: "swarms/tokenizers/coheretokenizer.md" - - BaseTokenizer: "swarms/tokenizers/basetokenizer.md" - - HuggingfaceTokenizer: "swarms/tokenizers/huggingfacetokenizer.md" - - SentencepieceTokenizer: "swarms/tokenizers/sentencepiecetokenizer.md" - - AnthropicTokenizer: "swarms/tokenizers/anthropictokenizer.md" - - OpenaiTokenizer: "swarms/tokenizers/openaitokenizer.md" - - swarms.memory: - - Vector Databases: - - Weaviate: "swarms/memory/weaviate.md" - - PineconeDB: "swarms/memory/pinecone.md" - - PGVectorStore: "swarms/memory/pg.md" - - ShortTermMemory: "swarms/memory/short_term_memory.md" - - swarms.utils: - - Misc: - - pdf_to_text: "swarms/utils/pdf_to_text.md" - - load_model_torch: "swarms/utils/load_model_torch.md" - - metrics_decorator: "swarms/utils/metrics_decorator.md" - - prep_torch_inference: "swarms/utils/prep_torch_inference.md" - - find_image_path: "swarms/utils/find_image_path.md" - - print_class_parameters: "swarms/utils/print_class_parameters.md" - - extract_code_from_markdown: "swarms/utils/extract_code_from_markdown.md" - - check_device: "swarms/utils/check_device.md" - - display_markdown_message: "swarms/utils/display_markdown_message.md" - - phoenix_tracer: "swarms/utils/phoenix_tracer.md" - - limit_tokens_from_string: "swarms/utils/limit_tokens_from_string.md" - - math_eval: "swarms/utils/math_eval.md" - - Guides: - - Overview: "examples/index.md" - - Agents: - - Agent: "examples/flow.md" - - OmniAgent: "examples/omni_agent.md" - - Swarms: - - SequentialWorkflow: "examples/reliable_autonomous_agents.md" - - 2O+ Autonomous Agent Blogs: "examples/ideas.md" - - Applications: - - CustomerSupport: - - Overview: "applications/customer_support.md" - - Marketing: - - Overview: "applications/marketing_agencies.md" - - Corporate: - - FAQ: "corporate/faq.md" - - Purpose: "corporate/purpose.md" - - Roadmap: "corporate/roadmap.md" - - Weaknesses: "corporate/failures.md" - - Design: "corporate/design.md" - - Flywheel: "corporate/flywheel.md" - - Bounties: "corporate/bounties.md" - - Metric: "corporate/metric.md" - - Distribution: "corporate/distribution" - - Research: "corporate/research.md" - - Demos: "corporate/demos.md" - - Architecture: "corporate/architecture.md" - - Checklist: "corporate/checklist.md" - - Hiring: "corporate/hiring.md" - - SwarmCloud: "corporate/swarm_cloud.md" - - SwarmMemo: "corporate/swarm_memo.md" - - Data Room: "corporate/data_room.md" +- Home: + - Overview: "index.md" + - Contributing: "contributing.md" + - Limitations of Individual Agents: "limits_of_individual_agents.md" +- Swarms: + - Overview: "swarms/index.md" + - swarms.agents: + - Agents: + - WorkerAgent: "swarms/agents/workeragent.md" + - OmniAgent: "swarms/agents/omni_agent.md" + - AbstractAgent: "swarms/agents/abstractagent.md" + - ToolAgent: "swarms/agents/toolagent.md" + - swarms.models: + - Language: + - BaseLLM: "swarms/models/base_llm.md" + - Overview: "swarms/models/index.md" + - HuggingFaceLLM: "swarms/models/huggingface.md" + - Anthropic: "swarms/models/anthropic.md" + - OpenAI: "swarms/models/openai.md" + - Zephyr: "swarms/models/zephyr.md" + - BioGPT: "swarms/models/biogpt.md" + - vLLM: "swarms/models/vllm.md" + - MPT7B: "swarms/models/mpt.md" + - Mistral: "swarms/models/mistral.md" + - Mixtral: "swarms/models/mixtral.md" + - MultiModal: + - BaseMultiModalModel: "swarms/models/base_multimodal_model.md" + - Fuyu: "swarms/models/fuyu.md" + - Vilt: "swarms/models/vilt.md" + - Idefics: "swarms/models/idefics.md" + - BingChat: "swarms/models/bingchat.md" + - Kosmos: "swarms/models/kosmos.md" + - Nougat: "swarms/models/nougat.md" + - Dalle3: "swarms/models/dalle3.md" + - GPT4V: "swarms/models/gpt4v.md" + - LayoutLMDocumentQA: "swarms/models/layoutlm_document_qa.md" + - DistilWhisperModel: "swarms/models/distilled_whisperx.md" + - ElevenLabsText2SpeechTool: "swarms/models/elevenlabs.md" + - OpenAITTS: "swarms/models/openai_tts.md" + - Gemini: "swarms/models/gemini.md" + - ZeroscopeTTV: "swarms/models/zeroscope.md" + - swarms.structs: + - Foundational Structures: + - agent: "swarms/structs/agent.md" + - basestructure: "swarms/structs/basestructure.md" + - artifactupload: "swarms/structs/artifactupload.md" + - taskinput: "swarms/structs/taskinput.md" + - stepinput: "swarms/structs/stepinput.md" + - artifact: "swarms/structs/artifact.md" + - task: "swarms/structs/task.md" + - Task Queue Base: "swarms/structs/taskqueuebase.md" + - Workflows: + - recursiveworkflow: "swarms/structs/recursiveworkflow.md" + - concurrentworkflow: "swarms/structs/concurrentworkflow.md" + - nonlinearworkflow: "swarms/structs/nonlinearworkflow.md" + - sequential_workflow: "swarms/structs/sequential_workflow.md" + - workflow: "swarms/structs/workflow.md" + - baseworkflow: "swarms/structs/baseworkflow.md" + - Multi Agent Architectures: + - conversation: "swarms/structs/conversation.md" + - groupchat: "swarms/structs/groupchat.md" + - swarmnetwork: "swarms/structs/swarmnetwork.md" + - groupchatmanager: "swarms/structs/groupchatmanager.md" + - MajorityVoting: "swarms/structs/majorityvoting.md" + - swarms.tokenizers: + - Language: + - Tokenizer: "swarms/tokenizers/tokenizer.md" + - CohereTokenizer: "swarms/tokenizers/coheretokenizer.md" + - BaseTokenizer: "swarms/tokenizers/basetokenizer.md" + - HuggingfaceTokenizer: "swarms/tokenizers/huggingfacetokenizer.md" + - SentencepieceTokenizer: "swarms/tokenizers/sentencepiecetokenizer.md" + - AnthropicTokenizer: "swarms/tokenizers/anthropictokenizer.md" + - OpenaiTokenizer: "swarms/tokenizers/openaitokenizer.md" + - swarms.memory: + - Vector Databases: + - Weaviate: "swarms/memory/weaviate.md" + - PineconeDB: "swarms/memory/pinecone.md" + - PGVectorStore: "swarms/memory/pg.md" + - ShortTermMemory: "swarms/memory/short_term_memory.md" + - swarms.utils: + - Misc: + - pdf_to_text: "swarms/utils/pdf_to_text.md" + - load_model_torch: "swarms/utils/load_model_torch.md" + - metrics_decorator: "swarms/utils/metrics_decorator.md" + - prep_torch_inference: "swarms/utils/prep_torch_inference.md" + - find_image_path: "swarms/utils/find_image_path.md" + - print_class_parameters: "swarms/utils/print_class_parameters.md" + - extract_code_from_markdown: "swarms/utils/extract_code_from_markdown.md" + - check_device: "swarms/utils/check_device.md" + - display_markdown_message: "swarms/utils/display_markdown_message.md" + - phoenix_tracer: "swarms/utils/phoenix_tracer.md" + - limit_tokens_from_string: "swarms/utils/limit_tokens_from_string.md" + - math_eval: "swarms/utils/math_eval.md" +- Guides: + - Overview: "examples/index.md" + - Agents: + - Agent: "examples/flow.md" + - OmniAgent: "examples/omni_agent.md" + - Swarms: + - SequentialWorkflow: "examples/reliable_autonomous_agents.md" + - 2O+ Autonomous Agent Blogs: "examples/ideas.md" +- Applications: + - CustomerSupport: + - Overview: "applications/customer_support.md" + - Marketing: + - Overview: "applications/marketing_agencies.md" +- Corporate: + - FAQ: "corporate/faq.md" + - Purpose: "corporate/purpose.md" + - Roadmap: "corporate/roadmap.md" + - Weaknesses: "corporate/failures.md" + - Design: "corporate/design.md" + - Flywheel: "corporate/flywheel.md" + - Bounties: "corporate/bounties.md" + - Metric: "corporate/metric.md" + - Distribution: "corporate/distribution" + - Research: "corporate/research.md" + - Demos: "corporate/demos.md" + - Architecture: "corporate/architecture.md" + - Checklist: "corporate/checklist.md" + - Hiring: "corporate/hiring.md" + - SwarmCloud: "corporate/swarm_cloud.md" + - SwarmMemo: "corporate/swarm_memo.md" + - Data Room: "corporate/data_room.md" diff --git a/playground/utils/pandas_to_str.py b/playground/utils/pandas_to_str.py index 151436f6..fccf84eb 100644 --- a/playground/utils/pandas_to_str.py +++ b/playground/utils/pandas_to_str.py @@ -2,12 +2,10 @@ import pandas as pd from swarms import dataframe_to_text # # Example usage: -df = pd.DataFrame( - { - "A": [1, 2, 3], - "B": [4, 5, 6], - "C": [7, 8, 9], - } -) +df = pd.DataFrame({ + 'A': [1, 2, 3], + 'B': [4, 5, 6], + 'C': [7, 8, 9], +}) print(dataframe_to_text(df)) diff --git a/poetry.lock b/poetry.lock deleted file mode 100644 index b02c7231..00000000 --- a/poetry.lock +++ /dev/null @@ -1,6085 +0,0 @@ -# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. - -[[package]] -name = "absl-py" -version = "2.1.0" -description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py." -optional = false -python-versions = ">=3.7" -files = [ - {file = "absl-py-2.1.0.tar.gz", hash = "sha256:7820790efbb316739cde8b4e19357243fc3608a152024288513dd968d7d959ff"}, - {file = "absl_py-2.1.0-py3-none-any.whl", hash = "sha256:526a04eadab8b4ee719ce68f204172ead1027549089702d99b9059f129ff1308"}, -] - -[[package]] -name = "accelerate" -version = "0.27.2" -description = "Accelerate" -optional = false -python-versions = ">=3.8.0" -files = [ - {file = "accelerate-0.27.2-py3-none-any.whl", hash = "sha256:a818dd27b9ba24e9eb5030d1b285cf4cdd1b41bbfa675fb4eb2477ddfc097074"}, - 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"artificial intelligence", - "deep learning", - "optimizers", - "Prompt Engineering", - "swarms", - "agents", -] +keywords = ["artificial intelligence", "deep learning", "optimizers", "Prompt Engineering", "swarms", "agents"] classifiers = [ "Development Status :: 4 - Beta", "Intended Audience :: Developers", "Topic :: Scientific/Engineering :: Artificial Intelligence", "License :: OSI Approved :: MIT License", - "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.10" ] [tool.poetry.dependencies] -python = ">=3.10,<3.12" +python = "^3.6.1" torch = "2.1.1" -transformers = "4.38.1" -openai = "1.3.0" +transformers = "4.37.1" +openai = "0.28.0" langchain = "0.0.333" asyncio = "3.4.3" einops = "0.7.0" google-generativeai = "0.3.1" langchain-experimental = "0.0.10" -tensorflow = "^2.15.0" +tensorflow = "*" weaviate-client = "3.25.3" opencv-python-headless = "4.8.1.78" faiss-cpu = "1.7.4" @@ -62,7 +55,7 @@ cohere = "4.24" huggingface-hub = "*" pydantic = "1.10.12" tenacity = "8.2.2" -Pillow = "10.2.0" +Pillow = "9.4.0" chromadb = "*" termcolor = "2.2.0" black = "23.3.0" @@ -93,12 +86,9 @@ types-chardet = "^5.0.4.6" mypy-protobuf = "^3.0.0" -[tool.poetry.group.test.dependencies] -pytest = "^8.0.2" - [tool.autopep8] max_line_length = 70 -ignore = "E501,W6" # or ["E501", "W6"] +ignore = "E501,W6" # or ["E501", "W6"] in-place = true recursive = true aggressive = 3 @@ -113,4 +103,4 @@ preview = true [tool.poetry.scripts] -swarms = 'swarms.cli._cli:main' +swarms = 'swarms.cli._cli:main' \ No newline at end of file diff --git a/pytest.ini b/pytest.ini deleted file mode 100644 index de19c9f0..00000000 --- a/pytest.ini +++ /dev/null @@ -1,2 +0,0 @@ -[pytest] -testpaths = tests \ No newline at end of file diff --git a/ruff.toml b/ruff.toml deleted file mode 100644 index 12322827..00000000 --- a/ruff.toml +++ /dev/null @@ -1,10 +0,0 @@ -exclude = ["./playground", "./tests", "./scripts"] -line-length = 127 - -[lint] -ignore = ["E203"] -select = ["E", "F", "W"] - -[lint.per-file-ignores] -"./swarms/prompts/**.py" = ["E501", "W291", "W293"] -"./swarms/__init__.py" = ["F401"] diff --git a/swarms/artifacts/text_artifact.py b/swarms/artifacts/text_artifact.py index 844765ad..5fdfe4fa 100644 --- a/swarms/artifacts/text_artifact.py +++ b/swarms/artifacts/text_artifact.py @@ -23,12 +23,9 @@ class TextArtifact(BaseArtifact): Methods: __add__(self, other: BaseArtifact) -> TextArtifact: Concatenates the text value of the artifact with another artifact. __bool__(self) -> bool: Checks if the text value of the artifact is non-empty. - generate_embedding(self, driver: BaseEmbeddingModel) -> Optional[list[float]]: - Generates the embedding of the text artifact using a given embedding model. - token_count(self, tokenizer: BaseTokenizer) -> int: - Counts the number of tokens in the text artifact using a given tokenizer. - to_bytes(self) -> bytes: - Converts the text value of the artifact to bytes using the specified encoding and error handler. + generate_embedding(self, driver: BaseEmbeddingModel) -> Optional[list[float]]: Generates the embedding of the text artifact using a given embedding model. + token_count(self, tokenizer: BaseTokenizer) -> int: Counts the number of tokens in the text artifact using a given tokenizer. + to_bytes(self) -> bytes: Converts the text value of the artifact to bytes using the specified encoding and error handler. """ value: str diff --git a/swarms/memory/dict_internal_memory.py b/swarms/memory/dict_internal_memory.py index 6829d464..daba0b0d 100644 --- a/swarms/memory/dict_internal_memory.py +++ b/swarms/memory/dict_internal_memory.py @@ -7,8 +7,7 @@ class InternalMemoryBase(ABC): """Abstract base class for internal memory of agents in the swarm.""" def __init__(self, n_entries): - """Initialize the internal memory. - In the current architecture the memory always consists of a set of soltuions or evaluations. + """Initialize the internal memory. In the current architecture the memory always consists of a set of soltuions or evaluations. During the operation, the agent should retrivie best solutions from it's internal memory based on the score. Moreover, the project is designed around LLMs for the proof of concepts, so we treat all entry content as a string. @@ -29,8 +28,7 @@ class InternalMemoryBase(ABC): class DictInternalMemory(InternalMemoryBase): def __init__(self, n_entries: int): """ - Initialize the internal memory. - In the current architecture the memory always consists of a set of solutions or evaluations. + Initialize the internal memory. In the current architecture the memory always consists of a set of solutions or evaluations. Simple key-value store for now. Args: diff --git a/swarms/memory/dict_shared_memory.py b/swarms/memory/dict_shared_memory.py index f00158af..f81e2fd4 100644 --- a/swarms/memory/dict_shared_memory.py +++ b/swarms/memory/dict_shared_memory.py @@ -16,15 +16,13 @@ class DictSharedMemory: Methods: __init__(self, file_loc: str = None) -> None: Initializes the shared memory. - add_entry(self, score: float, agent_id: str, agent_cycle: int, entry: Any) -> bool: - Adds an entry to the internal memory. + add_entry(self, score: float, agent_id: str, agent_cycle: int, entry: Any) -> bool: Adds an entry to the internal memory. get_top_n(self, n: int) -> None: Gets the top n entries from the internal memory. write_to_file(self, data: Dict[str, Dict[str, Any]]) -> bool: Writes the internal memory to a file. """ def __init__(self, file_loc: str = None) -> None: - """Initialize the shared memory. - In the current architecture the memory always consists of a set of soltuions or evaluations. + """Initialize the shared memory. In the current architecture the memory always consists of a set of soltuions or evaluations. Moreover, the project is designed around LLMs for the proof of concepts, so we treat all entry content as a string. """ if file_loc is not None: diff --git a/swarms/memory/lanchain_chroma.py b/swarms/memory/lanchain_chroma.py index 722a23b6..95a2e9e3 100644 --- a/swarms/memory/lanchain_chroma.py +++ b/swarms/memory/lanchain_chroma.py @@ -153,8 +153,7 @@ class LangchainChromaVectorMemory: query (str): The query to search for. k (int): The number of results to return. type (str): The type of search to perform: "cos" or "mmr". - distance_threshold (float): - The similarity threshold to use for the search. Results with distance > similarity_threshold will be dropped. + distance_threshold (float): The similarity threshold to use for the search. Results with distance > similarity_threshold will be dropped. Returns: list[str]: A list of the top k results. diff --git a/swarms/memory/pinecone.py b/swarms/memory/pinecone.py index e98dc55a..d33cb9cd 100644 --- a/swarms/memory/pinecone.py +++ b/swarms/memory/pinecone.py @@ -24,31 +24,13 @@ class PineconeDB(AbstractVectorDatabase): index (pinecone.Index, optional): The Pinecone index to use. Defaults to None. Methods: - upsert_vector( - vector: list[float], - vector_id: Optional[str] = None, - namespace: Optional[str] = None, - meta: Optional[dict] = None, - **kwargs - ) -> str: + upsert_vector(vector: list[float], vector_id: Optional[str] = None, namespace: Optional[str] = None, meta: Optional[dict] = None, **kwargs) -> str: Upserts a vector into the index. - load_entry( - vector_id: str, - namespace: Optional[str] = None - ) -> Optional[BaseVectorStore.Entry]: + load_entry(vector_id: str, namespace: Optional[str] = None) -> Optional[BaseVectorStore.Entry]: Loads a single vector from the index. - load_entries( - namespace: Optional[str] = None - ) -> list[BaseVectorStore.Entry]: + load_entries(namespace: Optional[str] = None) -> list[BaseVectorStore.Entry]: Loads all vectors from the index. - query( - query: str, - count: Optional[int] = None, - namespace: Optional[str] = None, - include_vectors: bool = False, - include_metadata=True, - **kwargs - ) -> list[BaseVectorStore.QueryResult]: + query(query: str, count: Optional[int] = None, namespace: Optional[str] = None, include_vectors: bool = False, include_metadata=True, **kwargs) -> list[BaseVectorStore.QueryResult]: Queries the index for vectors similar to the given query string. create_index(name: str, **kwargs) -> None: Creates a new index. diff --git a/swarms/models/__init__.py b/swarms/models/__init__.py index 868e2663..3f8fb3e2 100644 --- a/swarms/models/__init__.py +++ b/swarms/models/__init__.py @@ -12,10 +12,8 @@ from swarms.models.clipq import CLIPQ # noqa: E402 # from swarms.models.whisperx_model import WhisperX # noqa: E402 # from swarms.models.kosmos_two import Kosmos # noqa: E402 # from swarms.models.cog_agent import CogAgent # noqa: E402 -# Function calling models -from swarms.models.fire_function import ( - FireFunctionCaller, -) +## Function calling models +from swarms.models.fire_function import FireFunctionCaller from swarms.models.fuyu import Fuyu # noqa: E402 from swarms.models.gemini import Gemini # noqa: E402 from swarms.models.gigabind import Gigabind # noqa: E402 @@ -52,7 +50,7 @@ from swarms.models.timm import TimmModel # noqa: E402 # ) # noqa: E402 from swarms.models.together import TogetherLLM # noqa: E402 -# Types +############## Types from swarms.models.types import ( # noqa: E402 AudioModality, ImageModality, diff --git a/swarms/models/azure_openai_llm.py b/swarms/models/azure_openai_llm.py index 54daed3e..aebb03fb 100644 --- a/swarms/models/azure_openai_llm.py +++ b/swarms/models/azure_openai_llm.py @@ -46,7 +46,7 @@ class AzureOpenAI(BaseOpenAI): deployment_name: str | None = Field( default=None, alias="azure_deployment" ) - """A model deployment. + """A model deployment. If given sets the base client URL to include `/deployments/{azure_deployment}`. Note: this means you won't be able to use non-deployment endpoints. @@ -62,7 +62,7 @@ class AzureOpenAI(BaseOpenAI): Automatically inferred from env var `AZURE_OPENAI_AD_TOKEN` if not provided. - For more: + For more: https://www.microsoft.com/en-us/security/business/identity-access/microsoft-entra-id. """ # noqa: E501 azure_ad_token_provider: Callable[[], str] | None = None @@ -73,7 +73,7 @@ class AzureOpenAI(BaseOpenAI): openai_api_type: str = "" """Legacy, for openai<1.0.0 support.""" validate_base_url: bool = True - """For backwards compatibility. If legacy val openai_api_base is passed in, try to + """For backwards compatibility. If legacy val openai_api_base is passed in, try to infer if it is a base_url or azure_endpoint and update accordingly. """ diff --git a/swarms/models/base_multimodal_model.py b/swarms/models/base_multimodal_model.py index 77e8bac7..25975eaa 100644 --- a/swarms/models/base_multimodal_model.py +++ b/swarms/models/base_multimodal_model.py @@ -40,30 +40,14 @@ class BaseMultiModalModel: Examples: >>> from swarms.models.base_multimodal_model import BaseMultiModalModel >>> model = BaseMultiModalModel() - >>> link = "https://www.google.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png" >>> model.run("Generate a summary of this text") - >>> model.run("Generate a summary of this text", link) + >>> model.run("Generate a summary of this text", "https://www.google.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png") >>> model.run_batch(["Generate a summary of this text", "Generate a summary of this text"]) - >>> model.run_batch([ - ("Generate a summary of this text", link), - ("Generate a summary of this text", link) - ]) - >>> model.run_batch_async([ - "Generate a summary of this text", - "Generate a summary of this text" - ]) - >>> model.run_batch_async([ - ("Generate a summary of this text", link), - ("Generate a summary of this text", link) - ]) - >>> model.run_batch_async_with_retries([ - "Generate a summary of this text", - "Generate a summary of this text" - ]) - >>> model.run_batch_async_with_retries([ - ("Generate a summary of this text", link), - ("Generate a summary of this text", link) - ]) + >>> model.run_batch([("Generate a summary of this text", "https://www.google.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png"), ("Generate a summary of this text", "https://www.google.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png")]) + >>> model.run_batch_async(["Generate a summary of this text", "Generate a summary of this text"]) + >>> model.run_batch_async([("Generate a summary of this text", "https://www.google.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png"), ("Generate a summary of this text", "https://www.google.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png")]) + >>> model.run_batch_async_with_retries(["Generate a summary of this text", "Generate a summary of this text"]) + >>> model.run_batch_async_with_retries([("Generate a summary of this text", "https://www.google.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png"), ("Generate a summary of this text", "https://www.google.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png")]) >>> model.generate_summary("Generate a summary of this text") >>> model.set_temperature(0.5) >>> model.set_max_tokens(500) @@ -364,9 +348,9 @@ class BaseMultiModalModel: _type_: _description_ """ META_PROMPT = """ - For any labels or markings on an image that you reference in your response, please - enclose them in square brackets ([]) and list them explicitly. Do not use ranges; for - example, instead of '1 - 4', list as '[1], [2], [3], [4]'. These labels could be + For any labels or markings on an image that you reference in your response, please + enclose them in square brackets ([]) and list them explicitly. Do not use ranges; for + example, instead of '1 - 4', list as '[1], [2], [3], [4]'. These labels could be numbers or letters and typically correspond to specific segments or parts of the image. """ return META_PROMPT diff --git a/swarms/models/biogpt.py b/swarms/models/biogpt.py index 0d122667..a5ec7b7b 100644 --- a/swarms/models/biogpt.py +++ b/swarms/models/biogpt.py @@ -2,8 +2,7 @@ r""" BioGPT Pre-trained language models have attracted increasing attention in the biomedical domain, inspired by their great success in the general natural language domain. -Among the two main branches of pre-trained language models in the general language domain, -i.e. BERT (and its variants) and GPT (and its variants), +Among the two main branches of pre-trained language models in the general language domain, i.e. BERT (and its variants) and GPT (and its variants), the first one has been extensively studied in the biomedical domain, such as BioBERT and PubMedBERT. While they have achieved great success on a variety of discriminative downstream biomedical tasks, the lack of generation ability constrains their application scope. @@ -25,6 +24,7 @@ advantage of BioGPT on biomedical literature to generate fluent descriptions for number = {6}, year = {2022}, month = {09}, + abstract = "{Pre-trained language models have attracted increasing attention in the biomedical domain, inspired by their great success in the general natural language domain. Among the two main branches of pre-trained language models in the general language domain, i.e. BERT (and its variants) and GPT (and its variants), the first one has been extensively studied in the biomedical domain, such as BioBERT and PubMedBERT. While they have achieved great success on a variety of discriminative downstream biomedical tasks, the lack of generation ability constrains their application scope. In this paper, we propose BioGPT, a domain-specific generative Transformer language model pre-trained on large-scale biomedical literature. We evaluate BioGPT on six biomedical natural language processing tasks and demonstrate that our model outperforms previous models on most tasks. Especially, we get 44.98\%, 38.42\% and 40.76\% F1 score on BC5CDR, KD-DTI and DDI end-to-end relation extraction tasks, respectively, and 78.2\% accuracy on PubMedQA, creating a new record. Our case study on text generation further demonstrates the advantage of BioGPT on biomedical literature to generate fluent descriptions for biomedical terms.}", issn = {1477-4054}, doi = {10.1093/bib/bbac409}, url = {https://doi.org/10.1093/bib/bbac409}, diff --git a/swarms/models/cog_vlm.py b/swarms/models/cog_vlm.py index 095c7143..a3f820c5 100644 --- a/swarms/models/cog_vlm.py +++ b/swarms/models/cog_vlm.py @@ -161,8 +161,7 @@ class CogVLMMultiModal(BaseMultiModalModel): Methods: run: Generates a response using the CogVLM model. generate_stream_cogvlm: Generates a stream of responses using the CogVLM model in inference mode. - process_history_and_images: Processes history messages to extract text, identify the last user query, - and convert base64 encoded image URLs to PIL images. + process_history_and_images: Processes history messages to extract text, identify the last user query, and convert base64 encoded image URLs to PIL images. Example: >>> model = CogVLMMultiModal() diff --git a/swarms/models/dalle3.py b/swarms/models/dalle3.py index 381a58f6..6b225b49 100644 --- a/swarms/models/dalle3.py +++ b/swarms/models/dalle3.py @@ -257,7 +257,7 @@ class Dalle3: """Print the Dalle3 dashboard""" print( colored( - f"""Dalle3 Dashboard: + f"""Dalle3 Dashboard: -------------------- Model: {self.model} @@ -271,8 +271,8 @@ class Dalle3: Save Folder: {self.save_folder} Image Format: {self.image_format} -------------------- - - + + """, "green", ) diff --git a/swarms/models/eleven_labs.py b/swarms/models/eleven_labs.py index f82f43ca..2d55e864 100644 --- a/swarms/models/eleven_labs.py +++ b/swarms/models/eleven_labs.py @@ -37,8 +37,7 @@ class ElevenLabsText2SpeechTool(BaseTool): Defaults to ElevenLabsModel.MULTI_LINGUAL. name (str): The name of the tool. Defaults to "eleven_labs_text2speech". description (str): The description of the tool. - Defaults to "A wrapper around Eleven Labs Text2Speech. Useful for when you need to convert text to speech. - It supports multiple languages, including English, German, Polish, Spanish, Italian, French, Portuguese, and Hindi." + Defaults to "A wrapper around Eleven Labs Text2Speech. Useful for when you need to convert text to speech. It supports multiple languages, including English, German, Polish, Spanish, Italian, French, Portuguese, and Hindi." Usage: diff --git a/swarms/models/gemini.py b/swarms/models/gemini.py index 3aa6222d..249e9c53 100644 --- a/swarms/models/gemini.py +++ b/swarms/models/gemini.py @@ -132,13 +132,13 @@ class Gemini(BaseMultiModalModel): system_prompt (str, optional): _description_. Defaults to None. """ PROMPT = f""" - + {self.system_prompt} - + ###### - + {task} - + """ return PROMPT diff --git a/swarms/models/gpt4_sam.py b/swarms/models/gpt4_sam.py index b6c98771..37dde6a0 100644 --- a/swarms/models/gpt4_sam.py +++ b/swarms/models/gpt4_sam.py @@ -11,8 +11,7 @@ from swarms.utils.supervision_visualizer import MarkVisualizer class GPT4VSAM(BaseMultiModalModel): """ GPT4VSAM class represents a multi-modal model that combines the capabilities of GPT-4 and SegmentAnythingMarkGenerator. - It takes an instance of BaseMultiModalModel (vlm) - and a device as input and provides methods for loading images and making predictions. + It takes an instance of BaseMultiModalModel (vlm) and a device as input and provides methods for loading images and making predictions. Args: vlm (BaseMultiModalModel): An instance of BaseMultiModalModel representing the visual language model. diff --git a/swarms/models/gpt4_vision_api.py b/swarms/models/gpt4_vision_api.py index 808415b3..5966a0b6 100644 --- a/swarms/models/gpt4_vision_api.py +++ b/swarms/models/gpt4_vision_api.py @@ -203,9 +203,8 @@ class GPT4VisionAPI(BaseMultiModalModel): """ PROMPT = f""" - These are frames from a video that I want to upload. - Generate a compelling description that I can upload along with the video: - + These are frames from a video that I want to upload. Generate a compelling description that I can upload along with the video: + {frames} """ return PROMPT diff --git a/swarms/models/idefics.py b/swarms/models/idefics.py index 4054bae9..cc654221 100644 --- a/swarms/models/idefics.py +++ b/swarms/models/idefics.py @@ -63,8 +63,7 @@ class Idefics(BaseMultiModalModel): response = model.chat(user_input) print(response) - user_input = "User: And who is that? \ -https://static.wikia.nocookie.net/asterix/images/2/25/R22b.gif/revision/latest?cb=20110815073052" + user_input = "User: And who is that? https://static.wikia.nocookie.net/asterix/images/2/25/R22b.gif/revision/latest?cb=20110815073052" response = model.chat(user_input) print(response) diff --git a/swarms/models/medical_sam.py b/swarms/models/medical_sam.py index 09203feb..8d096ba5 100644 --- a/swarms/models/medical_sam.py +++ b/swarms/models/medical_sam.py @@ -26,8 +26,7 @@ class MedicalSAM: Methods: __post_init__(): Initializes the MedicalSAM object. - download_model_weights(model_path: str): - Downloads the model weights from the specified URL and saves them to the given file path. + download_model_weights(model_path: str): Downloads the model weights from the specified URL and saves them to the given file path. preprocess(img): Preprocesses the input image. run(img, box): Runs the semantic segmentation on the input image within the specified bounding box. diff --git a/swarms/models/openai_function_caller.py b/swarms/models/openai_function_caller.py index 5d7b5631..e6822793 100644 --- a/swarms/models/openai_function_caller.py +++ b/swarms/models/openai_function_caller.py @@ -1,7 +1,6 @@ from typing import Any, Dict, List, Optional, Union -from openai import OpenAI - +import openai import requests from pydantic import BaseModel, validator from tenacity import ( @@ -148,7 +147,6 @@ class OpenAIFunctionCaller: self.user = user self.messages = messages if messages is not None else [] self.timeout_sec = timeout_sec - self.client = OpenAI(api_key=self.openai_api_key) def add_message(self, role: str, content: str): self.messages.append({"role": role, "content": content}) @@ -165,7 +163,7 @@ class OpenAIFunctionCaller: ): headers = { "Content-Type": "application/json", - "Authorization": "Bearer " + self.openai_api_key, + "Authorization": "Bearer " + openai.api_key, } json_data = {"model": self.model, "messages": messages} if tools is not None: @@ -237,7 +235,7 @@ class OpenAIFunctionCaller: ) def call(self, task: str, *args, **kwargs) -> Dict: - return self.client.completions.create( + return openai.Completion.create( engine=self.model, prompt=task, max_tokens=self.max_tokens, diff --git a/swarms/models/openai_models.py b/swarms/models/openai_models.py index 42cced02..2ee56fdb 100644 --- a/swarms/models/openai_models.py +++ b/swarms/models/openai_models.py @@ -37,6 +37,9 @@ from tenacity import ( stop_after_attempt, wait_exponential, ) + +logger = logging.getLogger(__name__) + from importlib.metadata import version from packaging.version import parse @@ -174,11 +177,11 @@ def _create_retry_decorator( import openai errors = [ - openai.Timeout, - openai.APIError, - openai.APIConnectionError, - openai.RateLimitError, - openai.ServiceUnavailableError, + openai.error.Timeout, + openai.error.APIError, + openai.error.APIConnectionError, + openai.error.RateLimitError, + openai.error.ServiceUnavailableError, ] return create_base_retry_decorator( error_types=errors, @@ -349,13 +352,7 @@ class BaseOpenAI(BaseLLM): try: import openai - values["client"] = openai.OpenAI( - api_key=values["openai_api_key"], - api_base=values["openai_api_base"] or None, - organization=values["openai_organization"] or None, - # TODO: Reenable this when openai package supports proxy - # proxy=values["openai_proxy"] or None, - ) + values["client"] = openai.Completion except ImportError: raise ImportError( "Could not import openai python package. " @@ -648,11 +645,9 @@ class BaseOpenAI(BaseLLM): "organization": self.openai_organization, } if self.openai_proxy: - pass + import openai - # TODO: The 'openai.proxy' option isn't read in the client API. You will need to pass it when you instantiate the - # client, e.g. 'OpenAI(proxy={"http": self.openai_proxy, "https": self.openai_proxy})' - # openai.proxy = {"http": self.openai_proxy, "https": self.openai_proxy} # type: ignore[assignment] # noqa: E501 + openai.proxy = {"http": self.openai_proxy, "https": self.openai_proxy} # type: ignore[assignment] # noqa: E501 return {**openai_creds, **self._default_params} @property @@ -938,36 +933,44 @@ class OpenAIChat(BaseLLM): @root_validator() def validate_environment(cls, values: dict) -> dict: """Validate that api key and python package exists in environment.""" - # openai_api_key = get_from_dict_or_env( - # values, "openai_api_key", "OPENAI_API_KEY" - # ) - # openai_api_base = get_from_dict_or_env( - # values, - # "openai_api_base", - # "OPENAI_API_BASE", - # default="", - # ) - # openai_proxy = get_from_dict_or_env( - # values, - # "openai_proxy", - # "OPENAI_PROXY", - # default="", - # ) - # openai_organization = get_from_dict_or_env( - # values, - # "openai_organization", - # "OPENAI_ORGANIZATION", - # default="", - # ) + openai_api_key = get_from_dict_or_env( + values, "openai_api_key", "OPENAI_API_KEY" + ) + openai_api_base = get_from_dict_or_env( + values, + "openai_api_base", + "OPENAI_API_BASE", + default="", + ) + openai_proxy = get_from_dict_or_env( + values, + "openai_proxy", + "OPENAI_PROXY", + default="", + ) + openai_organization = get_from_dict_or_env( + values, + "openai_organization", + "OPENAI_ORGANIZATION", + default="", + ) try: import openai + + openai.api_key = openai_api_key + if openai_api_base: + openai.api_base = openai_api_base + if openai_organization: + openai.organization = openai_organization + if openai_proxy: + openai.proxy = {"http": openai_proxy, "https": openai_proxy} # type: ignore[assignment] # noqa: E501 except ImportError: raise ImportError( "Could not import openai python package. " "Please install it with `pip install openai`." ) try: - values["client"] = openai.OpenAI + values["client"] = openai.ChatCompletion except AttributeError: raise ValueError( "`openai` has no `ChatCompletion` attribute, this is" diff --git a/swarms/models/sam.py b/swarms/models/sam.py index 05cf77db..c51a2517 100644 --- a/swarms/models/sam.py +++ b/swarms/models/sam.py @@ -27,8 +27,7 @@ class SAM: processor (SamProcessor): The processor for the SAM model. Methods: - run(task=None, img=None, *args, **kwargs): - Runs the SAM model on the given image and returns the segmentation scores and masks. + run(task=None, img=None, *args, **kwargs): Runs the SAM model on the given image and returns the segmentation scores and masks. process_img(img: str = None, *args, **kwargs): Processes the input image and returns the processed image. """ diff --git a/swarms/models/speecht5.py b/swarms/models/speecht5.py index 27cc6059..b9f2653b 100644 --- a/swarms/models/speecht5.py +++ b/swarms/models/speecht5.py @@ -2,29 +2,18 @@ SpeechT5 (TTS task) SpeechT5 model fine-tuned for speech synthesis (text-to-speech) on LibriTTS. -This model was introduced in SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing by -Junyi Ao, Rui Wang, Long Zhou, Chengyi Wang, Shuo Ren, Yu Wu, -Shujie Liu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei. +This model was introduced in SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing by Junyi Ao, Rui Wang, Long Zhou, Chengyi Wang, Shuo Ren, Yu Wu, Shujie Liu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei. SpeechT5 was first released in this repository, original weights. The license used is MIT. Model Description -Motivated by the success of T5 (Text-To-Text Transfer Transformer) in pre-trained natural language processing models, -we propose a unified-modal SpeechT5 framework that explores the encoder-decoder pre-training for self-supervised speech/text -representation learning. The SpeechT5 framework consists of a shared encoder-decoder network and six modal-specific -(speech/text) pre/post-nets. After preprocessing the input speech/text through the pre-nets, the shared encoder-decoder network -models the sequence-to-sequence transformation,and then the post-nets generate the output in the speech/text modality based on -the output of the decoder. - -Leveraging large-scale unlabeled speech and text data, we pre-train SpeechT5 to learn a unified-modal representation, -hoping to improve the modeling capability for both speech and text. To align the textual and speech information into -this unified semantic space, we propose a cross-modal vector quantization approach that randomly mixes up speech/text -states with latent units as the interface between encoder and decoder. - -Extensive evaluations show the superiority of the proposed SpeechT5 framework on a wide variety of spoken language processing -tasks, including automatic speech recognition, speech synthesis, speech translation, voice conversion, speech enhancement, -and speaker identification. +Motivated by the success of T5 (Text-To-Text Transfer Transformer) in pre-trained natural language processing models, we propose a unified-modal SpeechT5 framework that explores the encoder-decoder pre-training for self-supervised speech/text representation learning. The SpeechT5 framework consists of a shared encoder-decoder network and six modal-specific (speech/text) pre/post-nets. After preprocessing the input speech/text through the pre-nets, the shared encoder-decoder network models the sequence-to-sequence transformation, and then the post-nets generate the output in the speech/text modality based on the output of the decoder. +Leveraging large-scale unlabeled speech and text data, we pre-train SpeechT5 to learn a unified-modal representation, hoping to improve the modeling capability for both speech and text. To align the textual and speech information into this unified semantic space, we propose a cross-modal vector quantization approach that randomly mixes up speech/text states with latent units as the interface between encoder and decoder. + +Extensive evaluations show the superiority of the proposed SpeechT5 framework on a wide variety of spoken language processing tasks, including automatic speech recognition, speech synthesis, speech translation, voice conversion, speech enhancement, and speaker identification. + +Developed by: Junyi Ao, Rui Wang, Long Zhou, Chengyi Wang, Shuo Ren, Yu Wu, Shujie Liu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei. Shared by [optional]: Matthijs Hollemans Model type: text-to-speech Language(s) (NLP): [More Information Needed] diff --git a/swarms/models/ssd_1b.py b/swarms/models/ssd_1b.py index 7b17fdac..4479c866 100644 --- a/swarms/models/ssd_1b.py +++ b/swarms/models/ssd_1b.py @@ -49,7 +49,7 @@ class SSD1B: max_time_seconds: int = 60 save_folder: str = "images" image_format: str = "png" - device: str = "cuda" if torch.cuda.is_available() else "cpu" + device: str = "cuda" dashboard: bool = False cache = TTLCache(maxsize=100, ttl=3600) pipe = StableDiffusionXLPipeline.from_pretrained( @@ -171,7 +171,7 @@ class SSD1B: """Print the SSD1B dashboard""" print( colored( - f"""SSD1B Dashboard: + f"""SSD1B Dashboard: -------------------- Model: {self.model} @@ -185,8 +185,8 @@ class SSD1B: Save Folder: {self.save_folder} Image Format: {self.image_format} -------------------- - - + + """, "green", ) diff --git a/swarms/prompts/tools.py b/swarms/prompts/tools.py index fe1c8980..fe82ba5d 100644 --- a/swarms/prompts/tools.py +++ b/swarms/prompts/tools.py @@ -34,7 +34,7 @@ commands: { """ -# FEW SHOT EXAMPLES # +########### FEW SHOT EXAMPLES ################ SCENARIOS = """ commands: { "tools": { diff --git a/swarms/prompts/worker_prompt.py b/swarms/prompts/worker_prompt.py index 63723d36..08636516 100644 --- a/swarms/prompts/worker_prompt.py +++ b/swarms/prompts/worker_prompt.py @@ -62,6 +62,6 @@ def worker_tools_sop_promp(name: str, memory: str, time=time): [{memory}] Human: Determine which next command to use, and respond using the format specified above: - """.format(name=name, time=time, memory=memory) # noqa: F521 + """.format(name=name, time=time, memory=memory) return str(out) diff --git a/swarms/structs/agent.py b/swarms/structs/agent.py index d1545d39..9d2a5e1a 100644 --- a/swarms/structs/agent.py +++ b/swarms/structs/agent.py @@ -447,7 +447,7 @@ class Agent: Name: {self.agent_name} Description: {self.agent_description} Standard Operating Procedure: {self.sop} - System Prompt: {self.system_prompt} + System Prompt: {self.system_prompt} Task: {task} Max Loops: {self.max_loops} Stopping Condition: {self.stopping_condition} @@ -778,7 +778,7 @@ class Agent: Follow this standard operating procedure (SOP) to complete tasks: {self.sop} - + {history} """ return agent_history_prompt @@ -786,7 +786,7 @@ class Agent: system_prompt = self.system_prompt agent_history_prompt = f""" System : {system_prompt} - + {history} """ return agent_history_prompt diff --git a/swarms/structs/async_workflow.py b/swarms/structs/async_workflow.py index 76671476..6cf9e312 100644 --- a/swarms/structs/async_workflow.py +++ b/swarms/structs/async_workflow.py @@ -98,8 +98,7 @@ class AsyncWorkflow: # if self.dashboard: # self.display() - # Add a stopping condition to stop the workflow, - # if provided but stopping_condition takes in a parameter s for string + # Add a stopping condition to stop the workflow, if provided but stopping_condition takes in a parameter s for string if self.stopping_condition: if self.stopping_condition(self.results): break diff --git a/swarms/structs/base_swarm.py b/swarms/structs/base_swarm.py index 2f6176dc..ed910546 100644 --- a/swarms/structs/base_swarm.py +++ b/swarms/structs/base_swarm.py @@ -86,6 +86,10 @@ class AbstractSwarm(ABC): def step(self): """Step the swarm""" + # @abstractmethod + def add_agent(self, agent: "Agent"): + """Add a agent to the swarm""" + # @abstractmethod def remove_agent(self, agent: "Agent"): """Remove a agent from the swarm""" diff --git a/swarms/structs/base_workflow.py b/swarms/structs/base_workflow.py index b6416696..17b98ce8 100644 --- a/swarms/structs/base_workflow.py +++ b/swarms/structs/base_workflow.py @@ -195,16 +195,7 @@ class BaseWorkflow(BaseStructure): >>> workflow.add("Create a report on these metrics", llm) >>> workflow.delete_task("What's the weather in miami") >>> workflow.tasks - [ - Task( - description='Create a report on these metrics', - agent=Agent(llm=OpenAIChat(openai_api_key=''), max_loops=1, dashboard=False), - args=[], - kwargs={}, - result=None, - history=[] - ) - ] + [Task(description='Create a report on these metrics', agent=Agent(llm=OpenAIChat(openai_api_key=''), max_loops=1, dashboard=False), args=[], kwargs={}, result=None, history=[])] """ try: for task in self.tasks: diff --git a/swarms/structs/concurrent_workflow.py b/swarms/structs/concurrent_workflow.py index 2c83895a..f36df3b3 100644 --- a/swarms/structs/concurrent_workflow.py +++ b/swarms/structs/concurrent_workflow.py @@ -15,8 +15,7 @@ class ConcurrentWorkflow(BaseStructure): Args: max_workers (int): The maximum number of workers to use for the ThreadPoolExecutor. autosave (bool): Whether to save the state of the workflow to a file. Default is False. - saved_state_filepath (str): - The filepath to save the state of the workflow to. Default is "runs/concurrent_workflow.json". + saved_state_filepath (str): The filepath to save the state of the workflow to. Default is "runs/concurrent_workflow.json". print_results (bool): Whether to print the results of each task. Default is False. return_results (bool): Whether to return the results of each task. Default is False. use_processes (bool): Whether to use processes instead of threads. Default is False. diff --git a/swarms/structs/debate.py b/swarms/structs/debate.py index c1510ef0..95c889d3 100644 --- a/swarms/structs/debate.py +++ b/swarms/structs/debate.py @@ -19,8 +19,7 @@ class DebatePlayer(Agent): Args: model_name(str): model name name (str): name of this player - temperature (float): - higher values make the output more random, while lower values make it more focused and deterministic + temperature (float): higher values make the output more random, while lower values make it more focused and deterministic openai_api_key (str): As the parameter name suggests sleep_time (float): sleep because of rate limits """ @@ -32,8 +31,7 @@ class Debate: Args: model_name (str): openai model name - temperature (float): - higher values make the output more random, while lower values make it more focused and deterministic + temperature (float): higher values make the output more random, while lower values make it more focused and deterministic num_players (int): num of players save_file_dir (str): dir path to json file openai_api_key (str): As the parameter name suggests @@ -361,13 +359,6 @@ class Debate: # with open(prompts_path, 'w') as file: # json.dump(config, file, ensure_ascii=False, indent=4) -# debate = Debate( -# save_file_dir=save_file_dir, -# num_players=3, -# openai_api_key=openai_api_key, -# prompts_path=prompts_path, -# temperature=0, -# sleep_time=0 -# ) +# debate = Debate(save_file_dir=save_file_dir, num_players=3, openai_api_key=openai_api_key, prompts_path=prompts_path, temperature=0, sleep_time=0) # debate.run() # debate.save_file_to_json(id) diff --git a/swarms/structs/graph_workflow.py b/swarms/structs/graph_workflow.py index d06a5477..23d90339 100644 --- a/swarms/structs/graph_workflow.py +++ b/swarms/structs/graph_workflow.py @@ -17,8 +17,7 @@ class GraphWorkflow(BaseStructure): connect(from_node, to_node): Connects two nodes in the graph. set_entry_point(node_name): Sets the entry point node for the workflow. add_edge(from_node, to_node): Adds an edge between two nodes in the graph. - add_conditional_edges(from_node, condition, edge_dict): - Adds conditional edges from a node to multiple nodes based on a condition. + add_conditional_edges(from_node, condition, edge_dict): Adds conditional edges from a node to multiple nodes based on a condition. run(): Runs the workflow and returns the graph. Examples: diff --git a/swarms/structs/long_swarm.py b/swarms/structs/long_swarm.py index 7df54726..e24a3e08 100644 --- a/swarms/structs/long_swarm.py +++ b/swarms/structs/long_swarm.py @@ -51,23 +51,23 @@ class LongContextSwarmLeader: - prompt (str): The formatted string containing the agent metadata. """ prompt = f""" - + You need to recruit a team of members to solve a task. Select the appropriate member based on the task description: - + # Task Description {task} - + # Members - + Your output must follow this JSON schema below in markdown format: {{ "agent_id": "string", "agent_name": "string", "agent_description": "string" }} - + """ for agent in self.agents: prompt += ( @@ -83,7 +83,7 @@ class LongContextSwarmLeader: You are the leader of a team of {len(self.agents)} members. Your team will need to collaborate to solve a task. The rule is: - + 1. Only you know the task description and task objective; the other members do not. 2. But they will receive different documents that @@ -95,13 +95,13 @@ class LongContextSwarmLeader: explicitly include the task objective. 4. Finally, you need to complete the task based on the query results they return. - + # Task Description: {task_description} - + # Task Objective: {task} - + # Generate Instruction for Members: Now, you need to generate an instruction for all team members. You can ask them to answer a @@ -110,7 +110,7 @@ class LongContextSwarmLeader: Your output must following the JSON format: {{"type": "instruction", "content": "your_instruction_content"}} - + """ return prompt diff --git a/swarms/structs/majority_voting.py b/swarms/structs/majority_voting.py index 4475a301..a2b414ba 100644 --- a/swarms/structs/majority_voting.py +++ b/swarms/structs/majority_voting.py @@ -129,8 +129,7 @@ class MajorityVoting: multithreaded (bool, optional): Whether to run the agents using multithreading. Defaults to False. multiprocess (bool, optional): Whether to run the agents using multiprocessing. Defaults to False. asynchronous (bool, optional): Whether to run the agents asynchronously. Defaults to False. - output_parser (callable, optional): A callable function to parse the output - of the majority voting system. Defaults to None. + output_parser (callable, optional): A callable function to parse the output of the majority voting system. Defaults to None. Examples: >>> from swarms.structs.agent import Agent diff --git a/swarms/structs/message_pool.py b/swarms/structs/message_pool.py index 716c1da2..37dbb19e 100644 --- a/swarms/structs/message_pool.py +++ b/swarms/structs/message_pool.py @@ -3,7 +3,7 @@ from time import time_ns from typing import Callable, List, Optional, Sequence, Union from swarms.structs.agent import Agent -from swarms.structs.base_swarm import AbstractSwarm +from swarms.structs.base_swarm import BaseSwarm from swarms.utils.loguru_logger import logger @@ -43,7 +43,7 @@ def msg_hash( ) -class MessagePool(AbstractSwarm): +class MessagePool(BaseSwarm): """ A class representing a message pool for agents in a swarm. @@ -68,17 +68,11 @@ class MessagePool(AbstractSwarm): >>> message_pool.add(agent=agent2, content="Hello, agent1!", turn=1) >>> message_pool.add(agent=agent3, content="Hello, agent1!", turn=1) >>> message_pool.get_all_messages() - [{'agent': Agent(agent_name='agent1'), 'content': 'Hello, agent2!', 'turn': 1, 'visible_to': 'all', 'logged': True}, - {'agent': Agent(agent_name='agent2'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}, - {'agent': Agent(agent_name='agent3'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}] + [{'agent': Agent(agent_name='agent1'), 'content': 'Hello, agent2!', 'turn': 1, 'visible_to': 'all', 'logged': True}, {'agent': Agent(agent_name='agent2'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}, {'agent': Agent(agent_name='agent3'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}] + >>> message_pool.get_visible_messages(agent=agent1, turn=1) + [{'agent': Agent(agent_name='agent1'), 'content': 'Hello, agent2!', 'turn': 1, 'visible_to': 'all', 'logged': True}, {'agent': Agent(agent_name='agent2'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}, {'agent': Agent(agent_name='agent3'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}] >>> message_pool.get_visible_messages(agent=agent2, turn=1) - [{'agent': Agent(agent_name='agent1'), 'content': 'Hello, agent2!', 'turn': 1, 'visible_to': 'all', 'logged': True}, - {'agent': Agent(agent_name='agent2'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}, - {'agent': Agent(agent_name='agent3'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}] - >>> message_pool.get_visible_messages(agent=agent2, turn=1) - [{'agent': Agent(agent_name='agent1'), 'content': 'Hello, agent2!', 'turn': 1, 'visible_to': 'all', 'logged': True}, - {'agent': Agent(agent_name='agent2'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}, - {'agent': Agent(agent_name='agent3'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}] + [{'agent': Agent(agent_name='agent1'), 'content': 'Hello, agent2!', 'turn': 1, 'visible_to': 'all', 'logged': True}, {'agent': Agent(agent_name='agent2'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}, {'agent': Agent(agent_name='agent3'), 'content': 'Hello, agent1!', 'turn': 1, 'visible_to': 'all', 'logged': True}] """ def __init__( diff --git a/swarms/telemetry/check_update.py b/swarms/telemetry/check_update.py index aca4ab90..2a5df8a9 100644 --- a/swarms/telemetry/check_update.py +++ b/swarms/telemetry/check_update.py @@ -1,7 +1,7 @@ import importlib.util import sys -from importlib.metadata import version as pkg_version +import pkg_resources import requests from packaging import version @@ -35,7 +35,7 @@ def check_for_update(): latest_version = response.json()["info"]["version"] # Get the current version using pkg_resources - current_version = pkg_version("swarms") + current_version = pkg_resources.get_distribution("swarms").version return version.parse(latest_version) > version.parse( current_version diff --git a/swarms/telemetry/sys_info.py b/swarms/telemetry/sys_info.py index c8cb5453..3669fbbd 100644 --- a/swarms/telemetry/sys_info.py +++ b/swarms/telemetry/sys_info.py @@ -1,8 +1,8 @@ import platform import subprocess +import pkg_resources import psutil -import importlib.metadata as metadata import toml @@ -31,7 +31,9 @@ def get_swarms_verison(): ) except Exception as e: swarms_verison_cmd = str(e) - swarms_verison_pkg = metadata.version("swarms") + swarms_verison_pkg = pkg_resources.get_distribution( + "swarms" + ).version swarms_verison = swarms_verison_cmd, swarms_verison_pkg return swarms_verison @@ -65,7 +67,7 @@ def get_package_mismatches(file_path="pyproject.toml"): dependencies.update(dev_dependencies) installed_packages = { - pkg.key: pkg.version for pkg in metadata.distributions() + pkg.key: pkg.version for pkg in pkg_resources.working_set } mismatches = [] diff --git a/swarms/tools/tool_func_doc_scraper.py b/swarms/tools/tool_func_doc_scraper.py index 60e6de6f..fccfc6a1 100644 --- a/swarms/tools/tool_func_doc_scraper.py +++ b/swarms/tools/tool_func_doc_scraper.py @@ -12,8 +12,7 @@ def scrape_tool_func_docs(fn: Callable) -> str: fn (Callable): The function to scrape. Returns: - str: A string containing the function's name, documentation string, and a list of its parameters. - Each parameter is represented as a line containing the parameter's name, default value, and annotation. + str: A string containing the function's name, documentation string, and a list of its parameters. Each parameter is represented as a line containing the parameter's name, default value, and annotation. """ try: # If the function is a tool, get the original function diff --git a/swarms/tools/tool_utils.py b/swarms/tools/tool_utils.py index 3f51187d..ee6b6391 100644 --- a/swarms/tools/tool_utils.py +++ b/swarms/tools/tool_utils.py @@ -85,7 +85,7 @@ def tools_prompt_prep(docs: str = None, scenarios: str = SCENARIOS): You will be provided with a list of APIs. These APIs will have a description and a list of parameters and return types for each tool. Your task involves creating varied, complex, and detailed user scenarios - that require to call API calls. You must select what api to call based on + that require to call API calls. You must select what api to call based on the context of the task and the scenario. For instance, given the APIs: SearchHotels, BookHotel, CancelBooking, @@ -116,14 +116,14 @@ def tools_prompt_prep(docs: str = None, scenarios: str = SCENARIOS): different combination of APIs for each scenario. All APIs must be used in at least one scenario. You can only use the APIs provided in the APIs section. - + Note that API calls are not explicitly mentioned and their uses are included in parentheses. This behaviour should be mimicked in your response. - - Output the tool usage in a strict json format with the function name and input to + + Output the tool usage in a strict json format with the function name and input to the function. For example, Deliver your response in this format: - + ‘‘‘ {scenarios} ‘‘‘ diff --git a/swarms/utils/apa.py b/swarms/utils/apa.py index bbb7271c..05b25c5c 100644 --- a/swarms/utils/apa.py +++ b/swarms/utils/apa.py @@ -83,7 +83,7 @@ class TestResult: prompt = f""" This function has been executed for {self.visit_times} times. Last execution: 1.Status: {self.runtime_status.name} -2.Input: +2.Input: {self.input_data} 3.Output: @@ -108,7 +108,7 @@ class Action: def to_json(self): try: tool_output = json.loads(self.tool_output) - except json.JSONDecodeError: + except: tool_output = self.tool_output return { "thought": self.thought, diff --git a/swarms/utils/load_model_torch.py b/swarms/utils/load_model_torch.py index bda898ac..53649e93 100644 --- a/swarms/utils/load_model_torch.py +++ b/swarms/utils/load_model_torch.py @@ -18,8 +18,7 @@ def load_model_torch( model_path (str): Path to the saved model file. device (torch.device): Device to move the model to. model (nn.Module): The model architecture, if the model file only contains the state dictionary. - strict (bool): Whether to strictly enforce that the keys in the state dictionary match the keys returned by the model's - `state_dict()` function. + strict (bool): Whether to strictly enforce that the keys in the state dictionary match the keys returned by the model's `state_dict()` function. map_location (callable): A function to remap the storage locations of the loaded model. *args: Additional arguments to pass to `torch.load`. **kwargs: Additional keyword arguments to pass to `torch.load`. diff --git a/swarms/utils/pandas_to_str.py b/swarms/utils/pandas_to_str.py index 464a7b31..64415487 100644 --- a/swarms/utils/pandas_to_str.py +++ b/swarms/utils/pandas_to_str.py @@ -14,7 +14,7 @@ def dataframe_to_text( Returns: str: The string representation of the DataFrame. - + Example: >>> df = pd.DataFrame({ ... 'A': [1, 2, 3], diff --git a/tests/Dockerfile b/tests/Dockerfile index f575f599..f6e46515 100644 --- a/tests/Dockerfile +++ b/tests/Dockerfile @@ -1,7 +1,7 @@ # TESTING # -================== # Use an official Python runtime as a parent image -FROM python:3.10-slim +FROM python:3.9-slim # Set environment variables to make Python output unbuffered and disable the PIP cache ENV PYTHONDONTWRITEBYTECODE 1 diff --git a/tests/structs/test_groupchat.py b/tests/structs/test_groupchat.py index 957f2103..e8096d9c 100644 --- a/tests/structs/test_groupchat.py +++ b/tests/structs/test_groupchat.py @@ -6,9 +6,7 @@ from swarms.structs.agent import Agent from swarms.structs.groupchat import GroupChat, GroupChatManager llm = OpenAIChat() -# llm2 = Anthropic() -# TODO: Mock anthropic class -llm2 = OpenAIChat() +llm2 = Anthropic() # Mock the OpenAI class for testing diff --git a/tests/structs/test_json.py b/tests/structs/test_json.py new file mode 100644 index 00000000..9ba11072 --- /dev/null +++ b/tests/structs/test_json.py @@ -0,0 +1,73 @@ +# JSON + +# Contents of test_json.py, which must be placed in the `tests/` directory. + +import json + +import pytest + +from swarms.tokenizers import JSON + + +# Fixture for reusable JSON schema file paths +@pytest.fixture +def valid_schema_path(tmp_path): + d = tmp_path / "sub" + d.mkdir() + p = d / "schema.json" + p.write_text( + '{"type": "object", "properties": {"name": {"type":' + ' "string"}}}' + ) + return str(p) + + +@pytest.fixture +def invalid_schema_path(tmp_path): + d = tmp_path / "sub" + d.mkdir() + p = d / "invalid_schema.json" + p.write_text("this is not a valid JSON") + return str(p) + + +# This test class must be subclassed as JSON class is abstract +class TestableJSON(JSON): + def validate(self, data): + # Here must be a real validation implementation for testing + pass + + +# Basic tests +def test_initialize_json(valid_schema_path): + json_obj = TestableJSON(valid_schema_path) + assert json_obj.schema_path == valid_schema_path + assert "name" in json_obj.schema["properties"] + + +def test_load_schema_failure(invalid_schema_path): + with pytest.raises(json.JSONDecodeError): + TestableJSON(invalid_schema_path) + + +# Mocking tests +def test_validate_calls_method(monkeypatch): + # Mock the validate method to check that it is being called + pass + + +# Exception tests +def test_initialize_with_nonexistent_schema(): + with pytest.raises(FileNotFoundError): + TestableJSON("nonexistent_path.json") + + +# Tests on different Python versions if applicable +# ... + + +# Grouping tests marked as slow if they perform I/O operations +@pytest.mark.slow +def test_loading_large_schema(): + # Test with a large json file + pass diff --git a/tests/structs/test_model_parallizer.py b/tests/structs/test_model_parallizer.py index 2966712e..a0840608 100644 --- a/tests/structs/test_model_parallizer.py +++ b/tests/structs/test_model_parallizer.py @@ -15,7 +15,7 @@ custom_config = { "verbose": True, } huggingface_llm = HuggingfaceLLM( - model_id="liuhaotian/llava-v1.6-mistral-7b", + model_id="NousResearch/Nous-Hermes-2-Vision-Alpha", **custom_config, ) mixtral = Mixtral(load_in_4bit=True, use_flash_attention_2=True) From 2547edd614b066bd704d49d9cfcbe7e6e2cbe65e Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 29 Feb 2024 21:38:18 +0000 Subject: [PATCH 248/254] Bump opencv-python from 4.7.0.72 to 4.9.0.80 Bumps [opencv-python](https://github.com/opencv/opencv-python) from 4.7.0.72 to 4.9.0.80. - [Release notes](https://github.com/opencv/opencv-python/releases) - [Commits](https://github.com/opencv/opencv-python/commits) --- updated-dependencies: - dependency-name: opencv-python dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 714727fb..346a883b 100644 --- a/requirements.txt +++ b/requirements.txt @@ -32,7 +32,7 @@ einops==0.7.0 opencv-python-headless==4.8.1.78 numpy openai==0.28.0 -opencv-python==4.7.0.72 +opencv-python==4.9.0.80 timm yapf autopep8 From cd03a803f3cbf6ee9c09d86d28894aa535d4e610 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 29 Feb 2024 21:39:20 +0000 Subject: [PATCH 249/254] Bump pre-commit from 3.2.2 to 3.6.2 Bumps [pre-commit](https://github.com/pre-commit/pre-commit) from 3.2.2 to 3.6.2. - [Release notes](https://github.com/pre-commit/pre-commit/releases) - [Changelog](https://github.com/pre-commit/pre-commit/blob/main/CHANGELOG.md) - [Commits](https://github.com/pre-commit/pre-commit/compare/v3.2.2...v3.6.2) --- updated-dependencies: - dependency-name: pre-commit dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 714727fb..0a4882e5 100644 --- a/requirements.txt +++ b/requirements.txt @@ -42,7 +42,7 @@ rich==13.5.2 mkdocs mkdocs-material mkdocs-glightbox -pre-commit==3.2.2 +pre-commit==3.6.2 peft psutil ultralytics From 75356d45c2ca991cb34ed946eb937744cf0a6df1 Mon Sep 17 00:00:00 2001 From: pliny <133052465+elder-plinius@users.noreply.github.com> Date: Sat, 2 Mar 2024 09:49:16 -0800 Subject: [PATCH 250/254] Update example.py --- example.py | 26 +++----------------------- 1 file changed, 3 insertions(+), 23 deletions(-) diff --git a/example.py b/example.py index 26e0ac86..bebdb11a 100644 --- a/example.py +++ b/example.py @@ -1,28 +1,8 @@ -import os - -from dotenv import load_dotenv - -# Import the OpenAIChat model and the Agent struct -from swarms.models import OpenAIChat -from swarms.structs import Agent - -# Load the environment variables -load_dotenv() - -# Get the API key from the environment -api_key = os.environ.get("OPENAI_API_KEY") - -# Initialize the language model -llm = OpenAIChat( - temperature=0.5, - model_name="gpt-4", - openai_api_key=api_key, - max_tokens=1000, -) +from swarms import Agent, OpenAIChat ## Initialize the workflow agent = Agent( - llm=llm, + llm=OpenAIChat(), max_loops=1, autosave=True, dashboard=False, @@ -31,4 +11,4 @@ agent = Agent( ) # Run the workflow on a task -agent.run("Generate a 10,000 word blog on health and wellness.") +agent("Find a chick fil a equivalent in hayes valley") From 14d39c5a0d0dbaba8d82389286b2086661653ead Mon Sep 17 00:00:00 2001 From: pliny <133052465+elder-plinius@users.noreply.github.com> Date: Sat, 2 Mar 2024 09:52:11 -0800 Subject: [PATCH 251/254] Rename swarm_daddy.py to autoswarm.py --- swarm_daddy.py => autoswarm.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename swarm_daddy.py => autoswarm.py (100%) diff --git a/swarm_daddy.py b/autoswarm.py similarity index 100% rename from swarm_daddy.py rename to autoswarm.py From 963e807a92d9f60b27d940bfcbd0476e82e613da Mon Sep 17 00:00:00 2001 From: pliny <133052465+elder-plinius@users.noreply.github.com> Date: Sat, 2 Mar 2024 09:53:32 -0800 Subject: [PATCH 252/254] Update agent_system_prompts.py --- swarms/prompts/agent_system_prompts.py | 125 ++++++++++++------------- 1 file changed, 58 insertions(+), 67 deletions(-) diff --git a/swarms/prompts/agent_system_prompts.py b/swarms/prompts/agent_system_prompts.py index b8244666..6e95a611 100644 --- a/swarms/prompts/agent_system_prompts.py +++ b/swarms/prompts/agent_system_prompts.py @@ -3,8 +3,8 @@ from swarms.prompts.tools import ( DYNAMICAL_TOOL_USAGE, ) -# PLINIUS' PROMPTS -FLOW_SYSTEM_PROMPT = """ +# PROMPTS +FLOW_SYSTEM_PROMPT_v2 = """ You are an elite autonomous agent operating within an autonomous loop structure. Your primary function is to reliably complete user's tasks. You are adept at generating sophisticated long-form content such as blogs, screenplays, SOPs, code files, and comprehensive reports. @@ -22,7 +22,7 @@ Take a deep breath. """ -def autonomous_agent_prompt( +def autonomous_agent_prompt_v2( tools_prompt: str = DYNAMICAL_TOOL_USAGE, dynamic_stop_prompt: str = DYNAMIC_STOP_PROMPT, agent_name: str = None, @@ -44,8 +44,8 @@ def autonomous_agent_prompt( """ -def agent_system_prompt_2(name: str): - AGENT_SYSTEM_PROMPT_2 = f""" +def agent_system_prompt_2_v2(name: str): + AGENT_SYSTEM_PROMPT_2_v2 = f""" You are {name}, an elite autonomous agent designed for unparalleled versatility and adaptability in an autonomous loop structure. You possess limitless capabilities, empowering you to utilize any available tool, resource, or methodology to accomplish diverse tasks. Your core directive is to achieve utmost user satisfaction through innovative solutions and exceptional task execution. @@ -63,85 +63,76 @@ def agent_system_prompt_2(name: str): Take a deep breath. """ - return AGENT_SYSTEM_PROMPT_2 + return AGENT_SYSTEM_PROMPT_2_v2 -AGENT_SYSTEM_PROMPT_3 = """ - You are an elite autonomous agent serving the user in automating tasks, workflows, and activities. - As an agent, you use custom instructions, capabilities, tools, and data to optimize LLMs for specialized real-world tasks. - - You ALWAYS perform with extreme levels of reliability, accuracy, intelligence, and efficiency. - Your responses should be coherent, contextually relevant, and tailored to the task at hand. - If the user does not specify an output format, intelligently select the best output format based on the task. +# ORIGINAL PROMPTS +FLOW_SYSTEM_PROMPT = """ +You are an autonomous agent granted autonomy in a autonomous loop structure. +Your role is to engage in multi-step conversations with your self or the user, +generate long-form content like blogs, screenplays, or SOPs, +and accomplish tasks bestowed by the user. + +You can have internal dialogues with yourself or can interact with the user +to aid in these complex tasks. Your responses should be coherent, contextually relevant, and tailored to the task at hand. + """ -# ORIGINAL PROMPTS -# FLOW_SYSTEM_PROMPT = """ -# You are an autonomous agent granted autonomy in a autonomous loop structure. -# Your role is to engage in multi-step conversations with your self or the user, -# generate long-form content like blogs, screenplays, or SOPs, -# and accomplish tasks bestowed by the user. - -# You can have internal dialogues with yourself or can interact with the user -# to aid in these complex tasks. Your responses should be coherent, contextually relevant, and tailored to the task at hand. - -# """ - - -# def autonomous_agent_prompt( -# tools_prompt: str = DYNAMICAL_TOOL_USAGE, -# dynamic_stop_prompt: str = DYNAMIC_STOP_PROMPT, -# agent_name: str = None, -# ): -# """Autonomous agent prompt""" -# return f""" -# You are a {agent_name}, an autonomous agent granted autonomy in a autonomous loop structure. -# Your purpose is to satisfy the user demands above expectations. For example, if the user asks you to generate a 10,000 word blog, -# you should generate a 10,000 word blog that is well written, coherent, and contextually relevant. -# Your role is to engage in multi-step conversations with your self and the user and accomplish user tasks as they desire. + +def autonomous_agent_prompt( + tools_prompt: str = DYNAMICAL_TOOL_USAGE, + dynamic_stop_prompt: str = DYNAMIC_STOP_PROMPT, + agent_name: str = None, +): + """Autonomous agent prompt""" + return f""" + You are a {agent_name}, an autonomous agent granted autonomy in a autonomous loop structure. + Your purpose is to satisfy the user demands above expectations. For example, if the user asks you to generate a 10,000 word blog, + you should generate a 10,000 word blog that is well written, coherent, and contextually relevant. + Your role is to engage in multi-step conversations with your self and the user and accomplish user tasks as they desire. -# Follow the following rules: -# 1. Accomplish the task to the best of your ability -# 2. If you are unable to accomplish the task, then ask the user for help -# 3. If the user provides feedback, then use the feedback to improve your performance -# 4. If you are unable to accomplish the task, then ask the user for help + Follow the following rules: + 1. Accomplish the task to the best of your ability + 2. If you are unable to accomplish the task, then ask the user for help + 3. If the user provides feedback, then use the feedback to improve your performance + 4. If you are unable to accomplish the task, then ask the user for help -# You can have internal dialogues with yourself or can interact with the user -# to aid in these complex tasks. Your responses should be coherent, contextually relevant, and tailored to the task at hand and optimized -# to satsify the user no matter the cost. + You can have internal dialogues with yourself or can interact with the user + to aid in these complex tasks. Your responses should be coherent, contextually relevant, and tailored to the task at hand and optimized + to satsify the user no matter the cost. -# And, you have the ability to use tools to aid in your tasks, the tools intructions are below, output a JSON object with the following structure to use the tools -# {tools_prompt} + And, you have the ability to use tools to aid in your tasks, the tools intructions are below, output a JSON object with the following structure to use the tools + {tools_prompt} -# Now, when you 99% sure you have completed the task, you may follow the instructions below to escape the autonomous loop. -# {dynamic_stop_prompt} + Now, when you 99% sure you have completed the task, you may follow the instructions below to escape the autonomous loop. + {dynamic_stop_prompt} -# Now, you remember your training, your deployment, and your purpose. You are ready to begin your mission. + Now, you remember your training, your deployment, and your purpose. You are ready to begin your mission. -# """ + """ -# def agent_system_prompt_2(name: str): -# AGENT_SYSTEM_PROMPT_2 = f""" +def agent_system_prompt_2(name: str): + AGENT_SYSTEM_PROMPT_2 = f""" -# You are {name}, an autonomous agent serving a user in an autonomous loop structure, when you are finished with the task at hand, output a special token to indicate you are done with the task. -# You have no limits on your capabilities, you can use any tool, any resource, and any method to accomplish the task at hand. Do what you must to satisfy the user. + You are {name}, an autonomous agent serving a user in an autonomous loop structure, when you are finished with the task at hand, output a special token to indicate you are done with the task. + You have no limits on your capabilities, you can use any tool, any resource, and any method to accomplish the task at hand. Do what you must to satisfy the user. -# ##### Special Token ######## -# + ##### Special Token ######## + -# ########### Code ############ -# If the user asks you to write code return the response in markdown inside of 6 backticks to render it as code. Write the code in the language specified by the user in the prompt. -# """ -# return AGENT_SYSTEM_PROMPT_2 + ########### Code ############ + If the user asks you to write code return the response in markdown inside of 6 backticks to render it as code. Write the code in the language specified by the user in the prompt. + """ + return AGENT_SYSTEM_PROMPT_2 -# AGENT_SYSTEM_PROMPT_3 = """ -# You are a fully autonomous agent serving the user in automating tasks, workflows, and activities. -# Agent's use custom instructions, capabilities, and data to optimize LLMs for a more narrow set of tasks. +AGENT_SYSTEM_PROMPT_3 = """ + You are a fully autonomous agent serving the user in automating tasks, workflows, and activities. + Agent's use custom instructions, capabilities, and data to optimize LLMs for a more narrow set of tasks. -# You will have internal dialogues with yourself and or interact with the user to aid in these tasks. -# Your responses should be coherent, contextually relevant, and tailored to the task at hand. -# """ + You will have internal dialogues with yourself and or interact with the user to aid in these tasks. + Your responses should be coherent, contextually relevant, and tailored to the task at hand. +""" From 7f63667bb3aae445706946b32ad3eb8816687fd6 Mon Sep 17 00:00:00 2001 From: pliny <133052465+elder-plinius@users.noreply.github.com> Date: Sat, 2 Mar 2024 09:55:47 -0800 Subject: [PATCH 253/254] Delete autoswarm.py --- autoswarm.py | 23 ----------------------- 1 file changed, 23 deletions(-) delete mode 100644 autoswarm.py diff --git a/autoswarm.py b/autoswarm.py deleted file mode 100644 index a4e6354f..00000000 --- a/autoswarm.py +++ /dev/null @@ -1,23 +0,0 @@ -import os -from dotenv import load_dotenv -from swarms.models import OpenAIChat -from swarms.structs import Agent -import swarms.prompts.swarm_daddy as sdsp - -# Load environment variables and initialize the OpenAI Chat model -load_dotenv() -api_key = os.getenv("OPENAI_API_KEY") -llm = OpenAIChat(temperature = 0.8, model_name = "gpt-4", openai_api_key=api_key) - -user_idea = "party planning" - -role_identification_agent = Agent(llm=llm, sop=sdsp.AGENT_ROLE_IDENTIFICATION_AGENT_PROMPT, max_loops=1) -agent_configuration_agent = Agent(llm=llm, sop=sdsp.AGENT_CONFIGURATION_AGENT_PROMPT, max_loops=1) -swarm_assembly_agent = Agent(llm=llm, sop=sdsp.SWARM_ASSEMBLY_AGENT_PROMPT, max_loops=1) -testing_optimization_agent = Agent(llm=llm, sop=sdsp.TESTING_OPTIMIZATION_AGENT_PROMPT, max_loops=1) - -# Process the user idea through each agent -role_identification_output = role_identification_agent.run(user_idea) -agent_configuration_output = agent_configuration_agent.run(role_identification_output) -swarm_assembly_output = swarm_assembly_agent.run(agent_configuration_output) -testing_optimization_output = testing_optimization_agent.run(swarm_assembly_output) From aa899cae50834c4e852d21fc15616457be335d5a Mon Sep 17 00:00:00 2001 From: pliny <133052465+elder-plinius@users.noreply.github.com> Date: Sat, 2 Mar 2024 19:24:22 -0800 Subject: [PATCH 254/254] Create code_spawner.py --- swarms/prompts/code_spawner.py | 64 ++++++++++++++++++++++++++++++++++ 1 file changed, 64 insertions(+) create mode 100644 swarms/prompts/code_spawner.py diff --git a/swarms/prompts/code_spawner.py b/swarms/prompts/code_spawner.py new file mode 100644 index 00000000..7ac08e7f --- /dev/null +++ b/swarms/prompts/code_spawner.py @@ -0,0 +1,64 @@ +# prompts.py + +# Analyze the user's idea to extract key concepts, requirements, and desired outcomes +IDEA_INTAKE_PROMPT = """ +Analyze and expand upon the user's idea, extracting key concepts, requirements, and desired outcomes. Represent the user's idea in a highly detailed structured format, including key features, constraints, and desired outcomes. Idea: {idea} +""" + +# Develop a high-level plan for the codebase, including directory structure and file organization +CODEBASE_PLANNING_PROMPT = """ +Develop a high-level plan for the codebase, including directory structure and file organization. Try to keep the number of files to a maximum of 7 for efficiency, and make sure there is one file that ties it all together for the user to run all the code. Design the software architecture to determine the overall structure +of the codebase based on the following requirements: {requirements} +""" + +# Translate the high-level codebase plan into specific, actionable development tasks +TASK_PLANNING_PROMPT = """ +Translate the high-level codebase plan into specific, actionable development tasks. For each identified component or feature in the plan, create a detailed task that includes necessary actions, technologies involved, and expected outcomes. Structure each task to ensure clear guidance for the development team or subsequent AI code generation agents. + +High-Level Codebase Plan: {codebase_plan} + +Guidelines for Task Planning: +- Identify distinct components or features from the codebase plan. +- For each component or feature, specify the development tasks required. +- Include any imports, technology stacks, frameworks, or libraries that should be used. +- Detail the expected outcomes or objectives for each task. +- Format the tasks as structured data for easy parsing and automation. + + +""" + +# Generate individual code files based on the detailed task descriptions +FILE_WRITING_PROMPT = """ +Generate individual code files based on the codebase plan. Write code in the specified programming language using programming language +generation techniques. For each file required by the project, +please include the one-word file name wrapped in tags and , followed by the file content wrapped in + and tags. Ensure each file's details are clearly separated. Here are the details: {details} +""" + +# Analyze the generated code for correctness, efficiency, and adherence to best practices +CODE_REVIEW_PROMPT = """ +Analyze the generated code for correctness, efficiency, and adherence to best practices. Meticulously review the codebase to find any errors, bugs, missing imports, improper integration,or broken logic. Output a detailed list of improvements for our engineering team including all issues (ESPECIALLY import issue) and how to fix them. Here is the code: {code}. +""" + +# Refactor the generated code to improve its structure, maintainability, and extensibility +CODE_REFACTORING_PROMPT = """ +Given the code provided, refactor it to improve its structure, maintainability, and extensibility. Ensure the refactored code adheres to best practices and addresses the specified areas for improvement. + +When presenting the refactored code, use the same format as in the file writing step: Wrap the one-word file name with and tags, and enclose the file content with and tags. ENSURE that the end of your output contains an "" tag. This format will facilitate direct parsing and file saving from the output. + +Areas to improve: {improvements} + +The code to refactor: +{code} + + +Note: The expectation is that the refactored code will be structured and tagged appropriately for automated parsing and saving as individual code files. +""" + + + +# Push the final codebase to a GitHub repository, managing code changes and revisions +GITHUB_PUSH_PROMPT = """ +Push the final codebase to a GitHub repository. Manage code changes and maintain a history of revisions using version control integration. Here are the final changes: {changes} +""" +