# docs_dir: '.' # replace with the correct path if your documentation files are not in the same directory as mkdocs.yml # site_name: Swarms Documentation # site_url: https://swarms.apac.ai # site_author: Swarms # site_description: Orchestrate Swarms of Agents From Any Framework Like OpenAI, Langchain, and Etc for Real World Workflow Automation. # repo_name: kyegomez/swarms # repo_url: https://github.com/kyegomez/swarms # edit_uri: https://github.com/kyegomez/swarms/tree/main/docs # copyright: TGSC Corp 2024. All rights reserved. # plugins: # # - glightbox # - search # - git-authors # - mkdocs-jupyter: # kernel_name: python3 # execute: false # include_source: True # include_requirejs: true # - mkdocstrings: # default_handler: python # handlers: # python: # options: # parameter_headings: true # paths: [supervision] # load_external_modules: true # allow_inspection: true # show_bases: true # group_by_category: true # docstring_style: google # show_symbol_type_heading: true # show_symbol_type_toc: true # show_category_heading: true # domains: [std, py] # - git-committers: # repository: kyegomez/swarms # branch: master # # token: !ENV ["GITHUB_TOKEN"] # - git-revision-date-localized: # enable_creation_date: true # extra_css: # - assets/css/extra.css # extra: # social: # - icon: fontawesome/brands/twitter # link: https://x.com/KyeGomezB # - icon: fontawesome/brands/github # link: https://github.com/kyegomez/swarms # theme: # name: material # custom_dir: overrides # logo: assets/img/SwarmsLogoIcon.png # palette: # # Palette toggle for light mode # - scheme: default # primary: black # toggle: # icon: material/brightness-7 # name: Switch to dark mode # # Palette toggle for dark mode # - scheme: slate # primary: black # 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 # markdown_extensions: # - pymdownx.highlight: # anchor_linenums: true # line_spans: __span # pygments_lang_class: true # - admonition # - pymdownx.inlinehilite # - pymdownx.snippets # - pymdownx.superfences # - pymdownx.details # - pymdownx.tabbed # - tables # - def_list # - footnotes # nav: # - Home: # - Installation: # - Overview: "index.md" # - Install: "swarms/install/install.md" # - Docker Setup: "swarms/install/docker_setup.md" # - Usage Examples: # - Overview: "swarms/usage/index.md" # Explains how the framework is decomposed into agents, models, and swarms # - Models: # - How to Create A Custom Language Model: "swarms/models/custom_model.md" # - Models Available: "swarms/models/index.md" # - MultiModal Models Available: "swarms/models/multimodal_models.md" # - Agents: # - Getting started with Agents: "swarms/structs/diy_your_own_agent.md" # - Tools: # - Functions, Pydantic BaseModels, and More: "swarms/tools/main.md" # - Memory: # - Building Custom Vector Memory Databases with the BaseVectorDatabase Class: "swarms/memory/diy_memory.md" # - ShortTermMemory: "swarms/memory/short_term_memory.md" # - Multi-Agent Collaboration: # - SwarmNetwork: "swarms/structs/swarmnetwork.md" # - AgentRearrange: "swarms/structs/agent_rearrange.md" # - Why does Swarms Exist?: # - References: # - Agent Glossary: "swarms/glossary.md" # - List of The Best Multi-Agent Papers: "swarms/papers.md" # - Contributors: # - Contributing: "contributing.md" # - Reference: # - Overview: "swarms/index.md" # # - Framework Structure: "swarms/structs/tree.md" # Explains the tree structure of the framework and where things are located # - swarms.models: # - How to Create A Custom Language Model: "swarms/models/custom_model.md" # - Deploying Azure OpenAI in Production A Comprehensive Guide: "swarms/models/azure_openai.md" # - Language Models: # - BaseLLM: "swarms/models/base_llm.md" # - Overview: "swarms/models/index.md" # - HuggingFaceLLM: "swarms/models/huggingface.md" # - Anthropic: "swarms/models/anthropic.md" # - OpenAIChat: "swarms/models/openai.md" # - MultiModal Models : # - BaseMultiModalModel: "swarms/models/base_multimodal_model.md" # - Fuyu: "swarms/models/fuyu.md" # - Vilt: "swarms/models/vilt.md" # - Idefics: "swarms/models/idefics.md" # - Kosmos: "swarms/models/kosmos.md" # - Nougat: "swarms/models/nougat.md" # - Dalle3: "swarms/models/dalle3.md" # - GPT4VisionAPI: "swarms/models/gpt4v.md" # - GPT4o: "swarms/models/gpt4o.md" # - swarms.structs: # - Foundational Structures: # - Agent: "swarms/structs/agent.md" # - BaseStructure: "swarms/structs/basestructure.md" # - Task: "swarms/structs/task.md" # - YamlModel: "swarms/structs/yaml_model.md" # # - BaseSwarm: "swarms/structs/base_swarm.md" # - BaseWorkflow: "swarms/structs/baseworkflow.md" # - Workflows: # - ConcurrentWorkflow: "swarms/structs/concurrentworkflow.md" # - SequentialWorkflow: "swarms/structs/sequential_workflow.md" # - Multi Agent Architectures: # - Conversation: "swarms/structs/conversation.md" # - SwarmNetwork: "swarms/structs/swarmnetwork.md" # - MajorityVoting: "swarms/structs/majorityvoting.md" # - AgentRearrange: "swarms/structs/agent_rearrange.md" # - RoundRobin: "swarms/structs/round_robin_swarm.md" # - Swarms Cloud API: # - Overview: "swarms_cloud/main.md" # - Available Models: "swarms_cloud/available_models.md" # - Migrate from OpenAI to Swarms in 3 lines of code: "swarms_cloud/migrate_openai.md" # - Getting Started with SOTA Vision Language Models VLM: "swarms_cloud/getting_started.md" # - Enterprise Guide to High-Performance Multi-Agent LLM Deployments: "swarms_cloud/production_deployment.md" # - Under The Hood The Swarm Cloud Serving Infrastructure: "swarms_cloud/architecture.md" # - Guides: # # - Building Custom Vector Memory Databases with the BaseVectorDatabase Class: "swarms/memory/diy_memory.md" # - Models: # - How to Create A Custom Language Model: "swarms/models/custom_model.md" # - Deploying Azure OpenAI in Production, A Comprehensive Guide: "swarms/models/azure_openai.md" # - Agents: # - Agent: "examples/flow.md" # - DIY Build Your Own Agent: "diy_your_own_agent.md" # - Equipping Autonomous Agents with Tools: "examples/tools_agent.md" # - Swarms: # - SequentialWorkflow: "examples/reliable_autonomous_agents.md" docs_dir: '.' # replace with the correct path if your documentation files are not in the same directory as mkdocs.yml site_name: Swarms Documentation site_url: https://swarms.apac.ai site_author: Swarms site_description: Orchestrate Swarms of Agents From Any Framework Like OpenAI, Langchain, and Etc for Real World Workflow Automation. repo_name: kyegomez/swarms repo_url: https://github.com/kyegomez/swarms edit_uri: https://github.com/kyegomez/swarms/tree/main/docs copyright: TGSC Corp 2024. All rights reserved. plugins: # - glightbox - search - git-authors - mkdocs-jupyter: kernel_name: python3 execute: false include_source: True include_requirejs: true - mkdocstrings: default_handler: python handlers: python: options: parameter_headings: true paths: [supervision] load_external_modules: true allow_inspection: true show_bases: true group_by_category: true docstring_style: google show_symbol_type_heading: true show_symbol_type_toc: true show_category_heading: true domains: [std, py] - git-committers: repository: kyegomez/swarms branch: master # token: !ENV ["GITHUB_TOKEN"] - git-revision-date-localized: enable_creation_date: true copyright: "© TGSC, Corporation." extra_css: - assets/css/extra.css extra: social: - icon: fontawesome/solid/house link: assets/img/SwarmsLogoIcon.png - icon: fontawesome/brands/discord link: https://discord.gg/qUtxnK2NMf - icon: fontawesome/brands/github link: https://github.com/kyegomez/Swarms/ - icon: fontawesome/brands/python link: https://pypi.org/project/Swarms/ theme: name: material custom_dir: overrides logo: assets/img/SwarmsLogoIcon.png palette: # Palette toggle for light mode - scheme: default primary: black toggle: icon: material/brightness-7 name: Switch to dark mode # Palette toggle for dark mode - scheme: slate primary: black 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 markdown_extensions: - pymdownx.highlight: anchor_linenums: true line_spans: __span pygments_lang_class: true - admonition - pymdownx.inlinehilite - pymdownx.snippets - pymdownx.superfences - pymdownx.details - pymdownx.tabbed - tables - def_list - footnotes nav: - Home: - Installation: - Overview: "index.md" - Install: "install.md" - Docker Setup: docker_setup.md - Usage Examples: - Build an Agent: "diy_your_own_agent.md" - Build an Agent with tools: "examples/tools_agents.md" - Why does Swarms Exist?: - Why Swarms? Orchestrating Agents for Enterprise Automation: "why.md" - Limitations of Individual Agents: "limits_of_individual_agents.md" - Swarms Cloud API: - Overview: "swarms_cloud/main.md" - Available Models: "swarms_cloud/available_models.md" - Migrate from OpenAI to Swarms in 3 lines of code: "swarms_cloud/migrate_openai.md" - Getting Started with SOTA Vision Language Models VLM: "swarms_cloud/getting_started.md" - Enterprise Guide to High-Performance Multi-Agent LLM Deployments: "swarms_cloud/production_deployment.md" - Swarms Framework [PY]: - Overview: "swarms/index.md" - DIY Build Your Own Agent: "diy_your_own_agent.md" - Agents with Tools: "examples/tools_agent.md" - swarms.models: - How to Create A Custom Language Model: "swarms/models/custom_model.md" - Deploying Azure OpenAI in Production A Comprehensive Guide: "swarms/models/azure_openai.md" - Language: - BaseLLM: "swarms/models/base_llm.md" - Overview: "swarms/models/index.md" - Llava3: "swarms/models/llama3.md" - HuggingFaceLLM: "swarms/models/huggingface.md" - Anthropic: "swarms/models/anthropic.md" - OpenAI: "swarms/models/openai.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" - Kosmos: "swarms/models/kosmos.md" - Nougat: "swarms/models/nougat.md" - Dalle3: "swarms/models/dalle3.md" - GPT4V: "swarms/models/gpt4v.md" - DistilWhisperModel: "swarms/models/distilled_whisperx.md" - swarms.structs: - Foundational Structures: - Agent: "swarms/structs/agent.md" - BaseStructure: "swarms/structs/basestructure.md" - Task: "swarms/structs/task.md" - YamlModel: "swarms/structs/yaml_model.md" - Workflows: - ConcurrentWorkflow: "swarms/structs/concurrentworkflow.md" - SequentialWorkflow: "swarms/structs/sequential_workflow.md" - BaseWorkflow: "swarms/structs/baseworkflow.md" - Multi Agent Architectures: - Conversation: "swarms/structs/conversation.md" - SwarmNetwork: "swarms/structs/swarmnetwork.md" - MajorityVoting: "swarms/structs/majorityvoting.md" - AgentRearrange: "swarms/structs/agent_rearrange.md" - RoundRobin: "swarms/structs/round_robin_swarm.md" - swarms.memory: - Building Custom Vector Memory Databases with the BaseVectorDatabase Class: "swarms/memory/diy_memory.md" - ShortTermMemory: "swarms/memory/short_term_memory.md" - Guides: - Agents: - Building Custom Vector Memory Databases with the BaseVectorDatabase Class: "swarms/memory/diy_memory.md" - How to Create A Custom Language Model: "swarms/models/custom_model.md" - Deploying Azure OpenAI in Production, A Comprehensive Guide: "swarms/models/azure_openai.md" - DIY Build Your Own Agent: "diy_your_own_agent.md" - Equipping Autonomous Agents with Tools: "examples/tools_agent.md" - 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" - Operations: - Intoducing The Swarm of Automated Business Analyts: "applications/business-analyst-agent.md" - Corporate: - Corporate Documents: - Data Room: "corporate/data_room.md" - The Swarm Memo: "corporate/swarm_memo.md" - Corporate Architecture: "corporate/architecture.md" - Flywheel: "corporate/flywheel.md" - Sales: - FAQ: "corporate/faq.md" - Distribution: "corporate/distribution" - Product: - SwarmCloud: "corporate/swarm_cloud.md" - Weaknesses of Langchain: "corporate/failures.md" - Design: "corporate/design.md" - Metric: "corporate/metric.md" - Organization: - FrontEnd Member Onboarding: "corporate/front_end_contributors.md" - Contributors: - Contributing: "contributing.md"