From fdf037b965973c817e4f10b9e8a96e83c0b90ab2 Mon Sep 17 00:00:00 2001 From: Kye Gomez Date: Fri, 5 Sep 2025 16:08:16 -0700 Subject: [PATCH] [FEAT][BatchedGridWorkflow] [Docs] [Example][Geo-Guesser Agent] --- batched_grid_simple_example.py | 28 ++ docs/mkdocs.yml | 4 + .../examples/batched_grid_advanced_example.md | 256 +++++++++++++++++ .../examples/batched_grid_simple_example.md | 115 ++++++++ docs/swarms/structs/batched_grid_workflow.md | 174 ++++++++++++ examples/guides/geo_guesser_agent/README.md | 44 +++ .../geo_guesser_agent/geo_guesser_agent.py | 27 ++ examples/guides/geo_guesser_agent/miami.jpg | Bin 0 -> 154531 bytes .../batched_grid_workflow/README.md | 56 ++++ .../batched_grid_advanced_example.py | 267 ++++++++++++++++++ .../batched_grid_workflow_example.py | 216 ++++++++++++++ swarms/structs/__init__.py | 2 + swarms/structs/batched_grid_workflow.py | 85 ++++++ 13 files changed, 1274 insertions(+) create mode 100644 batched_grid_simple_example.py create mode 100644 docs/swarms/examples/batched_grid_advanced_example.md create mode 100644 docs/swarms/examples/batched_grid_simple_example.md create mode 100644 docs/swarms/structs/batched_grid_workflow.md create mode 100644 examples/guides/geo_guesser_agent/README.md create mode 100644 examples/guides/geo_guesser_agent/geo_guesser_agent.py create mode 100644 examples/guides/geo_guesser_agent/miami.jpg create mode 100644 examples/multi_agent/batched_grid_workflow/README.md create mode 100644 examples/multi_agent/batched_grid_workflow/batched_grid_advanced_example.py create mode 100644 examples/multi_agent/batched_grid_workflow/batched_grid_workflow_example.py create mode 100644 swarms/structs/batched_grid_workflow.py diff --git a/batched_grid_simple_example.py b/batched_grid_simple_example.py new file mode 100644 index 00000000..2dfc8801 --- /dev/null +++ b/batched_grid_simple_example.py @@ -0,0 +1,28 @@ +from swarms import Agent +from swarms.structs.batched_grid_workflow import BatchedGridWorkflow + +# Initialize the ETF-focused agent +agent = Agent( + agent_name="ETF-Research-Agent", + agent_description="Specialized agent for researching, analyzing, and recommending Exchange-Traded Funds (ETFs) across various sectors and markets.", + model_name="claude-sonnet-4-20250514", + dynamic_temperature_enabled=True, + max_loops=1, + dynamic_context_window=True, +) + + +# Create workflow with default settings +workflow = BatchedGridWorkflow(agents=[agent, agent]) + +# Define simple tasks +tasks = [ + "What are the best GOLD ETFs?", + "What are the best american energy ETFs?", +] + +# Run the workflow +result = workflow.run(tasks) + + +print(result) diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml index a7a8d58d..7e7bb0e8 100644 --- a/docs/mkdocs.yml +++ b/docs/mkdocs.yml @@ -315,6 +315,7 @@ nav: - ConcurrentWorkflow: "swarms/structs/concurrentworkflow.md" - SequentialWorkflow: "swarms/structs/sequential_workflow.md" - GraphWorkflow: "swarms/structs/graph_workflow.md" + - BatchedGridWorkflow: "swarms/structs/batched_grid_workflow.md" - Communication Structure: "swarms/structs/conversation.md" @@ -422,6 +423,9 @@ nav: - Agents as Tools: "swarms/examples/agents_as_tools.md" - Aggregate Multi-Agent Responses: "swarms/examples/aggregate.md" - Interactive GroupChat Example: "swarms/examples/igc_example.md" + - BatchedGridWorkflow Examples: + - Simple BatchedGridWorkflow: "swarms/examples/batched_grid_simple_example.md" + - Advanced BatchedGridWorkflow: "swarms/examples/batched_grid_advanced_example.md" - Applications: - Swarms DAO: "swarms/examples/swarms_dao.md" - Swarms of Browser Agents: "swarms/examples/swarms_of_browser_agents.md" diff --git a/docs/swarms/examples/batched_grid_advanced_example.md b/docs/swarms/examples/batched_grid_advanced_example.md new file mode 100644 index 00000000..11ed3195 --- /dev/null +++ b/docs/swarms/examples/batched_grid_advanced_example.md @@ -0,0 +1,256 @@ +# Advanced BatchedGridWorkflow Examples + +This example demonstrates advanced usage patterns and configurations of the `BatchedGridWorkflow` for complex multi-agent scenarios. + +## Custom Conversation Configuration + +```python +from swarms import Agent +from swarms.structs.batched_grid_workflow import BatchedGridWorkflow + +# Create agents with specific roles +researcher = Agent( + model="gpt-4", + system_prompt="You are a research specialist who conducts thorough investigations." +) + +writer = Agent( + model="gpt-4", + system_prompt="You are a technical writer who creates clear, comprehensive documentation." +) + +reviewer = Agent( + model="gpt-4", + system_prompt="You are a quality reviewer who ensures accuracy and completeness." +) + +# Create workflow with custom conversation settings +workflow = BatchedGridWorkflow( + id="custom-research-workflow", + name="Custom Research Pipeline", + description="Research, writing, and review pipeline with custom conversation tracking", + agents=[researcher, writer, reviewer], + conversation_args={ + "message_id_on": True, + "conversation_id": "research-pipeline-001" + }, + max_loops=2 +) + +# Research and documentation tasks +tasks = [ + "Research the latest developments in artificial intelligence safety", + "Write comprehensive documentation for a new API endpoint", + "Review and validate the technical specifications document" +] + +# Execute with custom configuration +result = workflow.run(tasks) +``` + +## Iterative Refinement Workflow + +```python +# Create refinement agents +initial_creator = Agent( + model="gpt-4", + system_prompt="You are a creative content creator who generates initial ideas and drafts." +) + +detail_enhancer = Agent( + model="gpt-4", + system_prompt="You are a detail specialist who adds depth and specificity to content." +) + +polish_expert = Agent( + model="gpt-4", + system_prompt="You are a polish expert who refines content for maximum impact and clarity." +) + +# Create workflow with multiple refinement loops +workflow = BatchedGridWorkflow( + name="Iterative Content Refinement", + description="Multi-stage content creation with iterative improvement", + agents=[initial_creator, detail_enhancer, polish_expert], + max_loops=4 +) + +# Content creation tasks +tasks = [ + "Create an initial draft for a product launch announcement", + "Add detailed specifications and technical details to the content", + "Polish and refine the content for maximum engagement" +] + +# Execute iterative refinement +result = workflow.run(tasks) +``` + +## Specialized Domain Workflow + +```python +# Create domain-specific agents +medical_expert = Agent( + model="gpt-4", + system_prompt="You are a medical expert specializing in diagnostic procedures and treatment protocols." +) + +legal_advisor = Agent( + model="gpt-4", + system_prompt="You are a legal advisor specializing in healthcare regulations and compliance." +) + +technology_architect = Agent( + model="gpt-4", + system_prompt="You are a technology architect specializing in healthcare IT systems and security." +) + +# Create specialized workflow +workflow = BatchedGridWorkflow( + name="Healthcare Technology Assessment", + description="Multi-domain assessment of healthcare technology solutions", + agents=[medical_expert, legal_advisor, technology_architect], + max_loops=1 +) + +# Domain-specific assessment tasks +tasks = [ + "Evaluate the medical efficacy and safety of a new diagnostic AI system", + "Assess the legal compliance and regulatory requirements for the system", + "Analyze the technical architecture and security implications of implementation" +] + +# Execute specialized assessment +result = workflow.run(tasks) +``` + +## Parallel Analysis Workflow + +```python +# Create analysis agents +market_analyst = Agent( + model="gpt-4", + system_prompt="You are a market analyst who evaluates business opportunities and market trends." +) + +financial_analyst = Agent( + model="gpt-4", + system_prompt="You are a financial analyst who assesses investment potential and financial viability." +) + +risk_assessor = Agent( + model="gpt-4", + system_prompt="You are a risk assessor who identifies potential threats and mitigation strategies." +) + +# Create parallel analysis workflow +workflow = BatchedGridWorkflow( + name="Comprehensive Business Analysis", + description="Parallel analysis of market, financial, and risk factors", + agents=[market_analyst, financial_analyst, risk_assessor], + max_loops=2 +) + +# Analysis tasks +tasks = [ + "Analyze the market opportunity for a new fintech product", + "Evaluate the financial projections and investment requirements", + "Assess the regulatory and operational risks associated with the venture" +] + +# Execute parallel analysis +result = workflow.run(tasks) +``` + +## Creative Collaboration Workflow + +```python +# Create creative agents +visual_artist = Agent( + model="gpt-4", + system_prompt="You are a visual artist who creates compelling imagery and visual concepts." +) + +music_composer = Agent( + model="gpt-4", + system_prompt="You are a music composer who creates original compositions and soundscapes." +) + +story_writer = Agent( + model="gpt-4", + system_prompt="You are a story writer who crafts engaging narratives and character development." +) + +# Create creative collaboration workflow +workflow = BatchedGridWorkflow( + name="Multi-Media Creative Project", + description="Collaborative creation across visual, audio, and narrative elements", + agents=[visual_artist, music_composer, story_writer], + max_loops=3 +) + +# Creative tasks +tasks = [ + "Design visual concepts for a fantasy adventure game", + "Compose background music that enhances the game's atmosphere", + "Write character backstories and dialogue for the main protagonists" +] + +# Execute creative collaboration +result = workflow.run(tasks) +``` + +## Quality Assurance Workflow + +```python +# Create QA agents +functional_tester = Agent( + model="gpt-4", + system_prompt="You are a functional tester who validates system behavior and user workflows." +) + +security_tester = Agent( + model="gpt-4", + system_prompt="You are a security tester who identifies vulnerabilities and security issues." +) + +performance_tester = Agent( + model="gpt-4", + system_prompt="You are a performance tester who evaluates system speed and resource usage." +) + +# Create QA workflow +workflow = BatchedGridWorkflow( + name="Comprehensive Quality Assurance", + description="Multi-faceted testing across functional, security, and performance domains", + agents=[functional_tester, security_tester, performance_tester], + max_loops=1 +) + +# QA tasks +tasks = [ + "Test the user registration and authentication workflows", + "Conduct security analysis of the payment processing system", + "Evaluate the performance characteristics under high load conditions" +] + +# Execute QA workflow +result = workflow.run(tasks) +``` + +## Advanced Features Demonstrated + +- **Custom Conversation Tracking**: Advanced conversation management with custom IDs +- **Iterative Refinement**: Multiple loops for content improvement +- **Domain Specialization**: Agents with specific expertise areas +- **Parallel Analysis**: Simultaneous evaluation from multiple perspectives +- **Creative Collaboration**: Multi-modal creative content generation +- **Quality Assurance**: Comprehensive testing across multiple domains + +## Best Practices + +1. **Agent Specialization**: Create agents with specific roles and expertise +2. **Task Alignment**: Ensure tasks match agent capabilities +3. **Loop Configuration**: Use multiple loops for iterative processes +4. **Error Monitoring**: Monitor logs for execution issues +5. **Resource Management**: Consider computational requirements for multiple agents diff --git a/docs/swarms/examples/batched_grid_simple_example.md b/docs/swarms/examples/batched_grid_simple_example.md new file mode 100644 index 00000000..2dc6903d --- /dev/null +++ b/docs/swarms/examples/batched_grid_simple_example.md @@ -0,0 +1,115 @@ +# Simple BatchedGridWorkflow Example + +This example demonstrates the basic usage of `BatchedGridWorkflow` with minimal configuration for easy understanding. + +## Basic Example + +```python +from swarms import Agent +from swarms.structs.batched_grid_workflow import BatchedGridWorkflow + +# Create two basic agents +agent1 = Agent(model="gpt-4") +agent2 = Agent(model="gpt-4") + +# Create workflow with default settings +workflow = BatchedGridWorkflow( + agents=[agent1, agent2] +) + +# Define simple tasks +tasks = [ + "What is the capital of France?", + "Explain photosynthesis in simple terms" +] + +# Run the workflow +result = workflow.run(tasks) +``` + +## Named Workflow Example + +```python +# Create agents +writer = Agent(model="gpt-4") +analyst = Agent(model="gpt-4") + +# Create named workflow +workflow = BatchedGridWorkflow( + name="Content Analysis Workflow", + description="Analyze and write content in parallel", + agents=[writer, analyst] +) + +# Content tasks +tasks = [ + "Write a short paragraph about renewable energy", + "Analyze the benefits of solar power" +] + +# Execute workflow +result = workflow.run(tasks) +``` + +## Multi-Loop Example + +```python +# Create agents +agent1 = Agent(model="gpt-4") +agent2 = Agent(model="gpt-4") + +# Create workflow with multiple loops +workflow = BatchedGridWorkflow( + agents=[agent1, agent2], + max_loops=3 +) + +# Tasks for iterative processing +tasks = [ + "Generate ideas for a mobile app", + "Evaluate the feasibility of each idea" +] + +# Run with multiple loops +result = workflow.run(tasks) +``` + +## Three Agent Example + +```python +# Create three agents +researcher = Agent(model="gpt-4") +writer = Agent(model="gpt-4") +editor = Agent(model="gpt-4") + +# Create workflow +workflow = BatchedGridWorkflow( + name="Research and Writing Pipeline", + agents=[researcher, writer, editor] +) + +# Three different tasks +tasks = [ + "Research the history of artificial intelligence", + "Write a summary of the research findings", + "Review and edit the summary for clarity" +] + +# Execute workflow +result = workflow.run(tasks) +``` + +## Key Points + +- **Simple Setup**: Minimal configuration required for basic usage +- **Parallel Execution**: Tasks run simultaneously across agents +- **Flexible Configuration**: Easy to customize names, descriptions, and loop counts +- **Error Handling**: Built-in error handling and logging +- **Scalable**: Works with any number of agents and tasks + +## Use Cases + +- **Content Creation**: Multiple writers working on different topics +- **Research Tasks**: Different researchers investigating various aspects +- **Analysis Work**: Multiple analysts processing different datasets +- **Educational Content**: Different instructors creating materials for various subjects diff --git a/docs/swarms/structs/batched_grid_workflow.md b/docs/swarms/structs/batched_grid_workflow.md new file mode 100644 index 00000000..045a41de --- /dev/null +++ b/docs/swarms/structs/batched_grid_workflow.md @@ -0,0 +1,174 @@ +# BatchedGridWorkflow + +The `BatchedGridWorkflow` is a multi-agent orchestration pattern that executes tasks in a batched grid format, where each agent processes a different task simultaneously. This workflow is particularly useful for parallel processing scenarios where you have multiple agents and multiple tasks that can be distributed across them. + +## Overview + +The BatchedGridWorkflow provides a structured approach to: + +- Execute multiple tasks across multiple agents in parallel + +- Manage conversation state across execution loops + +- Handle error scenarios gracefully + +- Control the number of execution iterations + +## Architecture + +```mermaid +graph TD + A[Input Tasks] --> B[BatchedGridWorkflow] + B --> C[Initialize Agents] + C --> D[Create Conversation] + D --> E[Start Execution Loop] + E --> F[Distribute Tasks to Agents] + F --> G[Agent 1: Task 1] + F --> H[Agent 2: Task 2] + F --> I[Agent N: Task N] + G --> J[Collect Results] + H --> J + I --> J + J --> K[Update Conversation] + K --> L{More Loops?} + L -->|Yes| E + L -->|No| M[Return Final Results] + M --> N[Output] +``` + +## Key Features + +| Feature | Description | +|--------------------------|-----------------------------------------------------------------------------------------------| +| **Parallel Execution** | Multiple agents work on different tasks simultaneously | +| **Conversation Management** | Maintains conversation state across execution loops | +| **Error Handling** | Comprehensive error logging and exception handling | +| **Configurable Loops** | Control the number of execution iterations | +| **Agent Flexibility** | Supports any agent type that implements the `AgentType` interface | + +## Class Definition + +```python +class BatchedGridWorkflow: + def __init__( + self, + id: str = swarm_id(), + name: str = "BatchedGridWorkflow", + description: str = "For every agent, run the task on a different task", + agents: List[AgentType] = None, + conversation_args: dict = None, + max_loops: int = 1, + ): +``` + +## Parameters + +| Parameter | Type | Default | Description | +|-----------|------|---------|-------------| +| `id` | str | `swarm_id()` | Unique identifier for the workflow | +| `name` | str | `"BatchedGridWorkflow"` | Name of the workflow | +| `description` | str | `"For every agent, run the task on a different task"` | Description of what the workflow does | +| `agents` | List[AgentType] | `None` | List of agents to execute tasks | +| `conversation_args` | dict | `None` | Arguments for the conversation | +| `max_loops` | int | `1` | Maximum number of execution loops to run (must be >= 1) | + +## Methods + +### `step(tasks: List[str])` + +Execute one step of the batched grid workflow. + +**Parameters:** + +- `tasks` (List[str]): List of tasks to execute + +**Returns:** + +- Output from the batched grid agent execution + +### `run(tasks: List[str])` + +Run the batched grid workflow with the given tasks. This is the main entry point that includes error handling. + +**Parameters:** + +- `tasks` (List[str]): List of tasks to execute + +**Returns:** +- str: The final conversation string after all loops + +### `run_(tasks: List[str])` + +Internal method that runs the workflow without error handling. + +**Parameters:** + +- `tasks` (List[str]): List of tasks to execute + +**Returns:** +- str: The final conversation string after all loops + +## Usage Patterns + +### Basic Usage + +```python +from swarms.structs.batched_grid_workflow import BatchedGridWorkflow +from swarms import Agent + +# Create agents +agent1 = Agent(model="gpt-4", system_prompt="You are a helpful assistant") +agent2 = Agent(model="gpt-4", system_prompt="You are a creative writer") + +# Create workflow +workflow = BatchedGridWorkflow( + agents=[agent1, agent2], + max_loops=1 +) + +# Execute tasks +tasks = ["Write a poem about nature", "Analyze market trends"] +result = workflow.run(tasks) +``` + +### Multi-Loop Execution + +```python +# Create workflow with multiple loops +workflow = BatchedGridWorkflow( + agents=[agent1, agent2, agent3], + max_loops=3, + conversation_args={"message_id_on": True} +) + +# Execute tasks with multiple iterations +tasks = ["Task 1", "Task 2", "Task 3"] +result = workflow.run(tasks) +``` + +## Error Handling + +The workflow includes comprehensive error handling: + +- **Validation**: Ensures `max_loops` is a positive integer +- **Execution Errors**: Catches and logs exceptions during execution +- **Detailed Logging**: Provides detailed error information including traceback + +## Best Practices + +| Best Practice | Description | +|----------------------------|-------------------------------------------------------------------------------------------------------| +| **Agent Selection** | Choose agents with complementary capabilities for diverse task processing | +| **Task Distribution** | Ensure tasks are well-distributed and can be processed independently | +| **Loop Configuration** | Use multiple loops when iterative refinement is needed | +| **Error Monitoring** | Monitor logs for execution errors and adjust agent configurations accordingly | +| **Resource Management** | Consider computational resources when setting up multiple agents | + +## Use Cases + +| Use Case | Description | +|------------------------|-----------------------------------------------------------------------------------------------| +| **Content Generation** | Multiple writers working on different topics | +| **Data Analysis** | Different analysts processing various datasets | +| **Research Tasks** | Multiple researchers investigating different aspects of a problem | +| **Parallel Processing**| Any scenario requiring simultaneous task execution across multiple agents | diff --git a/examples/guides/geo_guesser_agent/README.md b/examples/guides/geo_guesser_agent/README.md new file mode 100644 index 00000000..1476d5da --- /dev/null +++ b/examples/guides/geo_guesser_agent/README.md @@ -0,0 +1,44 @@ +# Geo Guesser Agent - Quick Setup Guide + +This example demonstrates how to create an AI agent that can analyze images and predict their geographical location using visual cues. + +## 3-Step Setup Guide + +### Step 1: Install Dependencies + +```bash +pip install swarms +``` + +### Step 2: Prepare Your Image + +```bash +GEMINI_API_KEY="" +``` + +### Step 3: Run the Agent + +```bash +python geo_guesser_agent.py +``` + +## What It Does + +The agent analyzes visual elements in your image such as: +- Architecture and building styles +- Landscape and terrain features +- Vegetation and plant life +- Weather patterns +- Cultural elements and signs +- Any other geographical indicators + +## Expected Output +The agent will provide: +- Most likely location prediction +- Detailed reasoning for the prediction +- Confidence level assessment + +## Customization +- Change the `model_name` to use different AI models +- Modify the `SYSTEM_PROMPT` to adjust the agent's behavior +- Adjust `max_loops` for more or fewer analysis iterations diff --git a/examples/guides/geo_guesser_agent/geo_guesser_agent.py b/examples/guides/geo_guesser_agent/geo_guesser_agent.py new file mode 100644 index 00000000..95997d53 --- /dev/null +++ b/examples/guides/geo_guesser_agent/geo_guesser_agent.py @@ -0,0 +1,27 @@ +from swarms import Agent + + +SYSTEM_PROMPT = ( + "You are an expert in image geolocalization. Given an image, provide the most likely location it was taken. " + "Analyze visual cues such as architecture, landscape, vegetation, weather patterns, cultural elements, " + "and any other geographical indicators to determine the precise location. Provide your reasoning and " + "confidence level for your prediction." +) + +# Agent for image geolocalization +agent = Agent( + agent_name="Geo-Guesser-Agent", + agent_description="Expert agent specialized in image geolocalization, capable of identifying geographical locations from visual cues in images.", + model_name="gemini/gemini-2.5-flash-image-preview", + dynamic_temperature_enabled=True, + max_loops=1, + dynamic_context_window=True, + retry_interval=1, +) + +out = agent.run( + task=f"{SYSTEM_PROMPT}", + img="miami.jpg", +) + +print(out) diff --git a/examples/guides/geo_guesser_agent/miami.jpg b/examples/guides/geo_guesser_agent/miami.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ed057a5487278512299b37e453bf1fa2e583480 GIT binary patch literal 154531 zcmbrl2UJr_`!~9YQNc!2JR&7v01*+T*MLY#Fu)NMl&T_NL9hEC3FZaM`=eX z5oyxGQ52*`h!6oGQbRzbBmokNck{k${onWAwZ8A(_1&EietY&aGf$oU%-%DNO|W z-d+F#2myP5a{zF|Bgo&{-r_O<9w_q*upp3V2mj|-9o%Uh0BEYnKVh){l>dK1q8|Q% 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isinstance(max_loops, int) or max_loops < 1: + raise ValueError("max_loops must be a positive integer") + + def step(self, tasks: List[str]): + """ + Execute one step of the batched grid workflow. + + Args: + tasks: List of tasks to execute + + Returns: + Output from the batched grid agent execution + """ + return batched_grid_agent_execution(self.agents, tasks) + + def run_(self, tasks: List[str]): + """ + Run the batched grid workflow with the given tasks. + + Args: + tasks: List of tasks to execute + + Returns: + List: Results from all execution loops + """ + results = [] + current_loop = 0 + + while current_loop < self.max_loops: + # Run the step with the original tasks + output = self.step(tasks) + results.append(output) + current_loop += 1 + + return results + + def run(self, tasks: List[str]): + """ + Run the batched grid workflow with the given tasks. + """ + try: + return self.run_(tasks) + except Exception as e: + logger.error( + f"BatchedGridWorkflow Error: {self.name}\n\nId: {self.id}\n\nAn error occurred while running the batched grid workflow: {e}\nTraceback:\n{traceback.format_exc()}" + ) + raise e