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Awesome LLM Agent Frameworks Awesome

A curated list of awesome LLM frameworks and agent development tools. If you have a suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-16)

Frameworks

  • CrewAI - Framework for orchestrating role-playing AI agents

    26,582 stars · 3,595 forks · 202 contributors · 159 issues · Python · MIT

    • Role-based agent design
    • Multi-agent collaboration
    • Flexible memory system
    • Built-in error handling
  • Langchain - Building applications with LLMs through composability

    100,556 stars · 16,332 forks · 481 contributors · 424 issues · Jupyter Notebook · MIT

    • Modular and extensible architecture
    • Unified interface for LLMs
    • Pre-built agent toolkits
    • CSV, JSON, and SQL agents
    • Python and Pandas integration
    • Vector store capabilities
  • Microsoft AutoGen - Framework for building multi-agent conversational systems

    39,516 stars · 5,802 forks · 417 contributors · 563 issues · Python · CC-BY-4.0

    • Multi-agent architecture
    • Customizable agents
    • Code execution support
    • Flexible human involvement
    • Advanced conversation management
  • Llama Index - Data framework for LLM applications

    38,928 stars · 5,557 forks · 478 contributors · 718 issues · Python · MIT

    • Advanced indexing and retrieval
    • Support for 160+ data sources
    • Customizable RAG workflows
    • Structured data handling
    • Query optimization
  • Microsoft Semantic Kernel - Integration framework for AI models

    23,083 stars · 3,495 forks · 321 contributors · 402 issues · C# · MIT

    • Enterprise-grade security
    • Multi-language support
    • Plugin architecture
    • Responsible AI features
    • Memory management
  • Dify - Open-source framework for LLM applications

    67,511 stars · 9,865 forks · 476 contributors · 420 issues · TypeScript · NOASSERTION

    • Visual prompt orchestration
    • Long context integration
    • API-based development
    • Multi-model support
    • RAG pipeline
  • Haystack - End-to-end NLP framework

    19,206 stars · 2,050 forks · 263 contributors · 119 issues · Python · Apache-2.0

    • Document processing
    • Neural search
    • Question answering
    • Semantic search
    • Agent capabilities
  • Embedchain - Framework for ChatGPT-like bots

    24,606 stars · 2,282 forks · 155 contributors · 245 issues · Python · Apache-2.0

    • Multi-source data ingestion
    • Automated embedding
    • Context window management
    • Multiple LLM support
    • RAG optimization
  • SuperAGI - Open-source autonomous AI agent framework

    15,872 stars · 1,903 forks · 62 contributors · 187 issues · Python · MIT

    • Customizable agent workflows
    • Tool creation framework
    • Performance monitoring
    • Resource management
    • Multi-vector memory storage
  • AGiXT - Scalable framework for AI agents

    2,894 stars · 387 forks · 38 contributors · 8 issues · Python · MIT

    • Multi-provider support
    • Chain of thought processing
    • Extensible plugin system
    • Command chaining
    • Web UI included
  • XAgent - Autonomous LLM-based agent framework

    8,148 stars · 863 forks · 34 contributors · 52 issues · Python · Apache-2.0

    • Human-like planning
    • Autonomous task decomposition
    • Tool learning capabilities
    • Advanced error recovery
    • Built-in action validation
  • OpenAgents - Open platform for language agents

    4,129 stars · 456 forks · 16 contributors · 12 issues · Python · Apache-2.0

    • Data analysis capabilities
    • Web browsing integration
    • Coding assistance
    • Plugin ecosystem
    • Interactive visualization
  • AI Legion - Swarm framework for autonomous agents

    1,368 stars · 159 forks · 6 contributors · 8 issues · TypeScript · MIT

    • Multi-agent coordination
    • Dynamic task allocation
    • Emergent behavior support
    • Flexible agent roles
    • Real-time collaboration
  • Agent Protocol - Unified interface for AI agents

    1,094 stars · 137 forks · 15 contributors · 37 issues · Python · MIT

    • Standardized communication
    • Language-agnostic design
    • Tool integration specs
    • Interoperability focus
    • Protocol versioning
  • Agents.js - JavaScript framework for building AI agents

    • Browser-native implementation
    • Event-driven architecture
    • Tool abstraction layer
    • Memory management
    • Real-time processing- CAMEL - Communicative Agents for "Mind" Exploration

    6,304 stars · 750 forks · 72 contributors · 319 issues · Python · Apache-2.0

    • Role-playing framework
    • Task-oriented dialogue
    • Multi-agent conversations
    • Behavioral analysis
    • Cognitive architecture
  • BabyAGI - Lightweight framework for AI task management

    • Task prioritization
    • Autonomous execution
    • Memory persistence
    • Goal-oriented planning
    • Resource optimization- Autonomous-GPT - Framework for autonomous GPT-4 agents

    171,513 stars · 45,046 forks · 438 contributors · 207 issues · Python · NOASSERTION

    • Internet access capabilities
    • Long-term memory
    • Goal-oriented behavior
    • File operations
    • Command execution
  • MetaGPT - Multi-agent framework for software development

    46,213 stars · 5,505 forks · 115 contributors · 78 issues · Python · MIT

    • Role-based development
    • Code generation
    • Project management
    • Documentation writing
    • Testing automation
  • minions - Extensible framework for AI assistants

    • Custom behavior definition
    • Tool integration
    • State management
    • Event handling
    • Parallel execution- ix - Autonomous agent framework

    1,019 stars · 125 forks · 5 contributors · 14 issues · Python · MIT

    • Visual workflow builder
    • Sandbox environments
    • Tool integration
    • Process monitoring
    • Agent collaboration
  • saplings - Build smarter agents using tree search

    214 stars · 11 forks · 3 contributors · 2 issues · Python · Apache-2.0

    • Boost reasoning abilities
    • Supports popular search algorithms
    • Minimal setup, 2 lines of code
  • Smolagents - Minimalist framework for building powerful agents

    10,677 stars · 1,010 forks · 97 contributors · 167 issues · Python · Apache-2.0

    • Code-first approach
    • Multi-agent orchestration
    • LLM provider flexibility
    • Tool integration
    • Hub integration for sharing
  • Flowise - Drag & drop UI framework for building LLM flows

    35,126 stars · 18,296 forks · 190 contributors · 481 issues · TypeScript · Apache-2.0

    • Visual flow builder
    • Custom LLM integrations
    • API generation
    • Authentication support
    • Docker deployment
  • Pydantic AI - Production-grade agent framework built on Pydantic

    6,377 stars · 496 forks · 58 contributors · 117 issues · Python · MIT

    • Type-safe development
    • Multi-model support
    • Structured responses
    • Dependency injection
    • Logfire integration