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 : 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
# 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"
- 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"
- SequentialWorkflow : "swarms/structs/sequential_workflow.md"
- Structs :
- Conversation : "swarms/structs/conversation.md"
# - Task: "swarms/structs/task.md"
- Full API Reference : "swarms/framework/reference.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"
- 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"
- 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"