docs_dir: '.' # replace with the correct path if your documentation files are not in the same directory as mkdocs.yml site_name: Swarms site_url: https://docs.swarms.world site_author: Swarms site_description: The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework 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 - icon: fontawesome/brands/twitter link: https://x.com/swarms_corp - icon: fontawesome/brands/discord link: https://discord.com/servers/agora-999382051935506503 analytics: provider: google property: G-MPE9C65596 theme: name: material custom_dir: overrides logo: assets/img/swarms-logo.png palette: - scheme: default primary: white # White background accent: white # Black accents for interactive elements toggle: icon: material/brightness-7 name: Switch to dark mode - scheme: slate # Optional: lighter shades for accessibility primary: black accent: 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 font: text: "Fira Sans" # Clean and readable text code: "Fira Code" # Modern look for code snippets # Extensions markdown_extensions: - abbr - admonition - attr_list - def_list - footnotes - md_in_html - toc: permalink: true - pymdownx.arithmatex: generic: true - pymdownx.betterem: smart_enable: all - pymdownx.caret - pymdownx.details - pymdownx.emoji: emoji_generator: !!python/name:material.extensions.emoji.to_svg emoji_index: !!python/name:material.extensions.emoji.twemoji - pymdownx.highlight: anchor_linenums: true line_spans: __span pygments_lang_class: true - pymdownx.inlinehilite - pymdownx.keys - pymdownx.magiclink: normalize_issue_symbols: true repo_url_shorthand: true user: squidfunk repo: mkdocs-material - pymdownx.mark - pymdownx.smartsymbols - pymdownx.snippets: auto_append: - includes/mkdocs.md - pymdownx.superfences: custom_fences: - name: mermaid class: mermaid format: !!python/name:pymdownx.superfences.fence_code_format - pymdownx.tabbed: alternate_style: true combine_header_slug: true slugify: !!python/object/apply:pymdownx.slugs.slugify kwds: case: lower - pymdownx.tasklist: custom_checkbox: true - pymdownx.tilde nav: - Home: - Overview: "index.md" # - The Vision: "swarms/framework/vision.md" # - Docker Setup: "swarms/install/docker_setup.md" - Our Goal; The Ultimate Multi-Agent LLM Framework for Developers: "swarms/concept/vision.md" - Swarm Ecosystem: "swarms/concept/swarm_ecosystem.md" - Onboarding: - Installation: "swarms/install/install.md" - Environment Configuration: "swarms/install/workspace_manager.md" - Quickstart: "swarms/install/quickstart.md" - Swarms CLI: "swarms/cli/main.md" # - Swarms + Docker: - Swarms Framework Architecture: "swarms/concept/framework_architecture.md" # - Prelimary: # - 80/20 Rule For Agents: "swarms/prompting/8020.md" - Managing Prompts in Production: "swarms/prompts/main.md" - Agents: # - Overview: "swarms/structs/index.md" # - Build Custom Agents: "swarms/structs/diy_your_own_agent.md" - Agent Architecture: "swarms/framework/agents_explained.md" - Complete Agent API: "swarms/structs/agent.md" - OpenAI Assistant: "swarms/agents/openai_assistant.md" - Create and Run Agents from YAML: "swarms/agents/create_agents_yaml.md" - Integrating External Agents from Griptape, Langchain, etc: "swarms/agents/external_party_agents.md" - Tools: - Overview: "swarms/tools/main.md" - What are tools?: "swarms/tools/build_tool.md" - ToolAgent: "swarms/agents/tool_agent.md" - Tool Storage & tool_registry decorator: "swarms/tools/tool_storage.md" - RAG || Long Term Memory: - Integrating RAG with Agents: "swarms/memory/diy_memory.md" - Swarm Architectures: - Why MultiAgent Collaboration is Necessary: "swarms/concept/why.md" - Swarm Architectures: "swarms/concept/swarm_architectures.md" - Choosing the right Swarm Architecture: "swarms/concept/how_to_choose_swarms.md" - Building Custom Swarms: "swarms/structs/custom_swarm.md" - Architectures Available: - MajorityVoting: "swarms/structs/majorityvoting.md" - AgentRearrange: "swarms/structs/agent_rearrange.md" - RoundRobin: "swarms/structs/round_robin_swarm.md" - Mixture of Agents: "swarms/structs/moa.md" - GraphWorkflow: "swarms/structs/graph_workflow.md" - GroupChat: "swarms/structs/group_chat.md" - AgentRegistry: "swarms/structs/agent_registry.md" - SpreadSheetSwarm: "swarms/structs/spreadsheet_swarm.md" - ForestSwarm: "swarms/structs/forest_swarm.md" - SwarmRouter: "swarms/structs/swarm_router.md" - TaskQueueSwarm: "swarms/structs/taskqueue_swarm.md" - Various Execution Methods: "swarms/structs/various_execution_methods.md" - Workflows: - ConcurrentWorkflow: "swarms/structs/concurrentworkflow.md" - AsyncWorkflow: "swarms/structs/async_workflow.md" - SequentialWorkflow: "swarms/structs/sequential_workflow.md" - Structs: - Conversation: "swarms/structs/conversation.md" # - Task: "swarms/structs/task.md" - Full API Reference: "swarms/framework/reference.md" - Swarm Models: - Overview: "swarms/models/index.md" # - Models Available: "swarms/models/index.md" # - Available Models from OpenAI, Huggingface, TogetherAI, and more: "swarms/models/models_available_overview.md" # - Model Router - Quickstart: "swarms/models/models_available_overview.md" - How to Create A Custom Language Model: "swarms/models/custom_model.md" - Language Models: - BaseLLM: "swarms/models/base_llm.md" - HuggingFaceLLM: "swarms/models/huggingface.md" - Anthropic: "swarms/models/anthropic.md" - OpenAIChat: "swarms/models/openai.md" - OpenAIFunctionCaller: "swarms/models/openai_function_caller.md" - Groq: "swarms/models/groq.md" # - Ollama: # - Fireworks # - Octo # - Liquid AI - MultiModal Models: - BaseMultiModalModel: "swarms/models/base_multimodal_model.md" - Multi Modal Models Available: "swarms/models/multimodal_models.md" - GPT4VisionAPI: "swarms/models/gpt4v.md" # - Swarms Cloud API: # # - Overview: "swarms_cloud/main.md" # - Overview: "swarms_cloud/vision.md" # - Swarms Cloud CLI: "swarms_cloud/cli.md" # # - Add Agents to Marketplace: "swarms_cloud/add_agent.md" # - Available Models: "swarms_cloud/available_models.md" # - Agent API: "swarms_cloud/agent_api.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" - Swarms Memory: - Overview: "swarms_memory/index.md" - Memory Systems: - ChromaDB: "swarms_memory/chromadb.md" - Pinecone: "swarms_memory/pinecone.md" - Faiss: "swarms_memory/faiss.md" - Swarms Marketplace: - Overview: "swarms_platform/index.md" - Share & Discover Prompts, Agents, Tools, and more: "swarms_platform/share_discover.md" - Prompts API: - Add Prompts: "swarms_platform/prompts/add_prompt.md" - Edit Prompts: "swarms_platform/prompts/edit_prompt.md" - Query Prompts: "swarms_platform/prompts/fetch_prompts.md" - Agents API: - Add Agents: "swarms_platform/agents/agents_api.md" - Query Agents: "swarms_platform/agents/fetch_agents.md" - Edit Agents: "swarms_platform/agents/edit_agent.md" - Telemetry API: - PUT: "swarms_platform/telemetry/index.md" # - Tools API: # - Overview: "swarms_platform/tools_api.md" # - Add Tools: "swarms_platform/fetch_tools.md" # - Guides: # - Unlocking Efficiency and Cost Savings in Healthcare; How Swarms of LLM Agents Can Revolutionize Medical Operations and Save Millions: "guides/healthcare_blog.md" # - Understanding Agent Evaluation Mechanisms: "guides/agent_evals.md" # - Agent Glossary: "swarms/glossary.md" # - The Ultimate Technical Guide to the Swarms CLI; A Step-by-Step Developers Guide: "swarms/cli/cli_guide.md" # - Prompting Guide: # - The Essence of Enterprise-Grade Prompting: "swarms/prompts/essence.md" # - An Analysis on Prompting Strategies: "swarms/prompts/overview.md" # - Managing Prompts in Production: "swarms/prompts/main.md" - Community: - Bounty Program: "corporate/bounty_program.md" - Contributing: - Contributing: "swarms/contributing.md" - Tests: "swarms/framework/test.md" - Code Cleanliness: "swarms/framework/code_cleanliness.md" - Philosophy: "swarms/concept/philosophy.md" - Changelog: - Swarms 5.6.8: "swarms/changelog/5_6_8.md" - Swarms 5.8.1: "swarms/changelog/5_8_1.md" - Swarms 5.9.2: "swarms/changelog/changelog_new.md" - Corporate: - Culture: "corporate/culture.md" - Hiring: "corporate/hiring.md" - Swarms Goals & Milestone Tracking; A Vision for 2024 and Beyond: "corporate/2024_2025_goals.md" # - Clusterops: # - Overview: "clusterops/reference.md"