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kyegomez/swarms
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Overview
Our Goal; The Ultimate Multi-Agent LLM Framework for Developers
Swarm Ecosystem
Onboarding
Onboarding
Installation
Environment Configuration
Quickstart
Swarms CLI
Swarms Framework Architecture
Managing Prompts in Production
Agents
Agents
Agent Architecture
Complete Agent API
OpenAI Assistant
Create and Run Agents from YAML
Integrating External Agents from Griptape, Langchain, etc
Creating Custom Agents
Tools
Tools
Overview
What are tools?
ToolAgent
Tool Storage & tool_registry decorator
RAG || Long Term Memory
RAG || Long Term Memory
Integrating RAG with Agents
Swarm Architectures
Swarm Architectures
Why MultiAgent Collaboration is Necessary
Swarm Architectures
Choosing the right Swarm Architecture
Building Custom Swarms
Create New Swarm Architectures
Architectures Available
Architectures Available
MajorityVoting
AgentRearrange
RoundRobin
Mixture of Agents
GraphWorkflow
GroupChat
AgentRegistry
SpreadSheetSwarm
ForestSwarm
SwarmRouter
TaskQueueSwarm
SwarmRearrange
MultiAgentRouter
Various Execution Methods
Workflows
Workflows
ConcurrentWorkflow
AsyncWorkflow
SequentialWorkflow
Structs
Structs
Conversation
Full API Reference
Examples
Examples
Unique Swarms
Various Model Providers
Various Model Providers
OpenAI
Anthropic
Groq
Cohere
DeepSeek
Ollama
OpenRouter
XAI
Swarm Models
Swarm Models
Overview
Quickstart
How to Create A Custom Language Model
Language Models
Language Models
BaseLLM
HuggingFaceLLM
Anthropic
OpenAIChat
OpenAIFunctionCaller
Groq
MultiModal Models
MultiModal Models
BaseMultiModalModel
Multi Modal Models Available
GPT4VisionAPI
Swarms Cloud API
Swarms Cloud API
Overview
MCS API
Swarms Cloud CLI
Swarms Memory
Swarms Memory
Overview
Memory Systems
Memory Systems
ChromaDB
Pinecone
Faiss
Swarms Marketplace
Swarms Marketplace
Overview
Share & Discover Prompts, Agents, Tools, and more
Prompts API
Prompts API
Add Prompts
Edit Prompts
Query Prompts
Agents API
Agents API
Add Agents
Query Agents
Edit Agents
Telemetry API
Telemetry API
PUT
Community
Community
Bounty Program
Contributing
Contributing
Contributing
Tests
Code Cleanliness
Philosophy
Changelog
Changelog
Swarms 5.6.8
Swarms 5.8.1
Swarms 5.9.2
Corporate
Corporate
Culture
Hiring
Swarms Goals & Milestone Tracking; A Vision for 2024 and Beyond
Share & Discover Prompts, Agents, Tools, and more
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