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: 2025-02-10)
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CrewAI - Framework for orchestrating role-playing AI agents
26,277 stars · 3,545 forks · 200 contributors · 123 issues · Python · MIT
- Role-based agent design
- Multi-agent collaboration
- Flexible memory system
- Built-in error handling
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Langchain - Building applications with LLMs through composability
100,069 stars · 16,261 forks · 481 contributors · 411 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
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Microsoft AutoGen - Framework for building multi-agent conversational systems
39,146 stars · 5,744 forks · 415 contributors · 577 issues · Python · CC-BY-4.0
- Multi-agent architecture
- Customizable agents
- Code execution support
- Flexible human involvement
- Advanced conversation management
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Llama Index - Data framework for LLM applications
38,740 stars · 5,532 forks · 478 contributors · 714 issues · Python · MIT
- Advanced indexing and retrieval
- Support for 160+ data sources
- Customizable RAG workflows
- Structured data handling
- Query optimization
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Microsoft Semantic Kernel - Integration framework for AI models
23,017 stars · 3,482 forks · 320 contributors · 388 issues · C# · MIT
- Enterprise-grade security
- Multi-language support
- Plugin architecture
- Responsible AI features
- Memory management
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Dify - Open-source framework for LLM applications
65,072 stars · 9,544 forks · 475 contributors · 390 issues · TypeScript · NOASSERTION
- Visual prompt orchestration
- Long context integration
- API-based development
- Multi-model support
- RAG pipeline
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Haystack - End-to-end NLP framework
19,095 stars · 2,041 forks · 262 contributors · 123 issues · Python · Apache-2.0
- Document processing
- Neural search
- Question answering
- Semantic search
- Agent capabilities
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Embedchain - Framework for ChatGPT-like bots
24,495 stars · 2,271 forks · 155 contributors · 240 issues · Python · Apache-2.0
- Multi-source data ingestion
- Automated embedding
- Context window management
- Multiple LLM support
- RAG optimization
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SuperAGI - Open-source autonomous AI agent framework
15,846 stars · 1,900 forks · 62 contributors · 187 issues · Python · MIT
- Customizable agent workflows
- Tool creation framework
- Performance monitoring
- Resource management
- Multi-vector memory storage
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AGiXT - Scalable framework for AI agents
2,879 stars · 386 forks · 38 contributors · 6 issues · Python · MIT
- Multi-provider support
- Chain of thought processing
- Extensible plugin system
- Command chaining
- Web UI included
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XAgent - Autonomous LLM-based agent framework
8,149 stars · 862 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
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OpenAgents - Open platform for language agents
4,124 stars · 456 forks · 16 contributors · 12 issues · Python · Apache-2.0
- Data analysis capabilities
- Web browsing integration
- Coding assistance
- Plugin ecosystem
- Interactive visualization
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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
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Agent Protocol - Unified interface for AI agents
1,091 stars · 136 forks · 15 contributors · 37 issues · Python · MIT
- Standardized communication
- Language-agnostic design
- Tool integration specs
- Interoperability focus
- Protocol versioning
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Agents.js - JavaScript framework for building AI agents
- Browser-native implementation
- Event-driven architecture
- Tool abstraction layer
- Memory management
- Real-time processing
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CAMEL - Communicative Agents for "Mind" Exploration
6,219 stars · 748 forks · 72 contributors · 306 issues · Python · Apache-2.0
- Role-playing framework
- Task-oriented dialogue
- Multi-agent conversations
- Behavioral analysis
- Cognitive architecture
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BabyAGI - Lightweight framework for AI task management
- Task prioritization
- Autonomous execution
- Memory persistence
- Goal-oriented planning
- Resource optimization
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Autonomous-GPT - Framework for autonomous GPT-4 agents
171,302 stars · 45,024 forks · 438 contributors · 206 issues · Python · NOASSERTION
- Internet access capabilities
- Long-term memory
- Goal-oriented behavior
- File operations
- Command execution
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MetaGPT - Multi-agent framework for software development
46,062 stars · 5,493 forks · 114 contributors · 76 issues · Python · MIT
- Role-based development
- Code generation
- Project management
- Documentation writing
- Testing automation
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minions - Extensible framework for AI assistants
- Custom behavior definition
- Tool integration
- State management
- Event handling
- Parallel execution
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ix - Autonomous agent framework
1,019 stars · 126 forks · 5 contributors · 14 issues · Python · MIT
- Visual workflow builder
- Sandbox environments
- Tool integration
- Process monitoring
- Agent collaboration
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saplings - Build smarter agents using tree search
212 stars · 11 forks · 3 contributors · 2 issues · Python · Apache-2.0
- Boost reasoning abilities
- Supports popular search algorithms
- Minimal setup, 2 lines of code
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Smolagents - Minimalist framework for building powerful agents
9,851 stars · 924 forks · 85 contributors · 167 issues · Python · Apache-2.0
- Code-first approach
- Multi-agent orchestration
- LLM provider flexibility
- Tool integration
- Hub integration for sharing
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Flowise - Drag & drop UI framework for building LLM flows
34,925 stars · 18,179 forks · 190 contributors · 479 issues · TypeScript · Apache-2.0
- Visual flow builder
- Custom LLM integrations
- API generation
- Authentication support
- Docker deployment
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Pydantic AI - Production-grade agent framework built on Pydantic
6,222 stars · 477 forks · 57 contributors · 105 issues · Python · MIT
- Type-safe development
- Multi-model support
- Structured responses
- Dependency injection
- Logfire integration