Data

Tools

Indexes

Applications

Experiments

Awesome

An open API service indexing awesome lists of open source software.

awesome-ai-agents

A curated list of frameworks, tools, and resources for building and deploying AI agents. From multi-agent systems to autonomous coding assistants, this repository covers the latest advancements in AI agent technology. Perfect for developers, researchers, and AI enthusiasts exploring the future of autonomous systems.
https://github.com/nipunaranasinghe/awesome-ai-agents

Last synced: 6 days ago
JSON representation

  • 🚀 Specialized Agents

    • 💻 Programming Language Agents

      • TypeChat
      • LangChain.js - ai/langchainjs) | JavaScript version of LangChain for building agents |
      • LangChain4j
      • LlamaIndex.js - llama/LlamaIndexTS) | TypeScript version of LlamaIndex for building agents |
      • LangChain.rb
      • LangChainGo
      • Swarms-rs - Swarm-Corporation/swarms-rs) | Framework for building and orchestrating swarms of AI agents in Rust. |
      • AnythingLLM - Labs/anything-llm) | All-in-one Desktop & Docker AI application with RAG, AI agents, No-code agent builder (Node.js backend). |
      • Semantic Kernel - kernel) | SDK for integrating LLMs with C# applications |
      • Haystack - ai/haystack) | Framework for building search and question answering agents |
      • OpenAI Agents (Python) - agents-python) | Lightweight, powerful framework for multi-agent workflows, provider-agnostic. |

    • 💻 Coding Agents

      • SWE-agent - nlp/SWE-agent) | AI agent for software engineering tasks. |
      • GPT Pilot - io/gpt-pilot) | Assists in writing and debugging code. |
      • Devika - level human instructions and write code. |
      • Aider - gauthier/aider) | AI pair programming in your terminal. |
      • Plandex - ai/plandex) | AI coding engine for complex tasks. |
      • TaskWeaver - first agent framework for planning and executing data analytics tasks. |
      • OpenDevin - source alternative for coding tasks. |

    • 🔬 Research Agents

      • GPT Researcher - researcher) | Autonomous agent for comprehensive online research. |
      • Storm - oval/storm) | Multi-agent system for collaborative research. |
      • DeerFlow - flow) | Deep Research framework combining language models with tools like web search and Python execution. |

    • 🎨 Creative Agents

      • ShortGPT - form video content. |
      • AI-town - infra/ai-town) | Virtual world populated by AI agents. |

    • 🌐 Web Agents

  • ⚙️ Agent Operations

    • 🧠 Memory

    • 📊 Evaluation

      • AgentBench - environment testing framework for AI agents. |
      • Agent Evaluation - evaluation) | Benchmark for evaluating agent capabilities. |
      • AgentBench - environment testing framework for AI agents. |
      • BrowseComp - evals) | Benchmark for evaluating AI agents on web Browse tasks. |
      • LangTrace - Labs/langtrace) | Monitoring and evaluation for agent workflows. |

    • 🚀 Deployment

      • Daytona - Generated Code. |
      • E2B - dev/E2B) | Secure sandboxed cloud environments for AI agents and applications. |
      • OctoAI
      • Modal - labs/modal-client) | Serverless platform for deploying AI agents. |

  • 🌟 Core Frameworks

    • Upsonic - oriented |
    • AutoGen - agent conversations, GPT-4 integration, customizable workflows |
    • MetaGPT - based agents |
    • ChatDev
    • AGiXT - XT/AGiXT) | Advanced AI automation platform with adaptive memory |
    • CrewAI - based agent orchestration, task delegation |
    • LangChain - ai/langchain) | Tool integration, memory management, agent chaining |
    • SuperAGI - source AGI framework, multi-modal agents |
    • AgentVerse - agent simulation environments for research |
    • LangGraph - ai/langgraph) | Building stateful, multi-actor applications with LLMs, part of the LangChain ecosystem. |
    • OpenAI Assistants API (SDK) - python) | Build AI assistants with instructions, tools (Code Interpreter, Retrieval), persistent threads (via SDK). |
    • LLMStack - code multi-agent framework to build LLM Agents, workflows, and applications with your data. |
    • AgentOps - AI/agentops) | SDK for AI agent monitoring, LLM cost tracking, benchmarking. Integrates with various agent frameworks. |
    • Google ADK (Agent Development Kit) - python) | Code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents. |
    • Agency Swarm - swarm) | Reliable agent framework built on top of the latest OpenAI Assistants API. |

  • Core Frameworks

    • AutoGen - agent conversations, GPT-4 integration, customizable workflows |
    • MetaGPT - based agents |
    • LangChain - ai/langchain) | Tool integration, memory management, agent chaining |

  • Specialized Agents

    • Research Agents

      • Storm - Multi-agent system for collaborative research.
      • GPT Researcher - Autonomous agent for comprehensive online research.
      • Storm - Multi-agent system for collaborative research.

    • Coding Agents

      • GPT Pilot - Assists in writing and debugging code.

    • Creative Agents

      • ShortGPT - AI agent for generating short-form video content.
      • AI-town - Virtual world populated by AI agents.

  • Agent Operations

    • Evaluation

      • LangTrace - Monitoring and evaluation for agent workflows.
      • LangTrace - Monitoring and evaluation for agent workflows.

    • Deployment

      • OctoAI - Scalable infrastructure for AI agent deployment.
      • OctoAI - Scalable infrastructure for AI agent deployment.
      • SuperAGI - Deployment platform for autonomous agents.

    • Memory

      • ChromaDB - Vector database for agent memory and context.

  • 📚 Research & Benchmarks

    • 📄 Papers

    • 📊 Benchmarks

      • ToolBench
      • SOTOPIA-π - lab/sotopia-pi) | Benchmark for social intelligence testing in multi-agent systems. |

  • Research & Benchmarks

  • Community Resources

  • 🌐 Community Resources

  • 🚀 Contributors

Programming Languages
Python 37 TypeScript 10 Go 3 JavaScript 2 Rust 2 Jupyter Notebook 2 Shell 1 C# 1 Ruby 1 Java 1
Categories
🚀 Specialized Agents 24 🌟 Core Frameworks 15 ⚙️ Agent Operations 13 📚 Research & Benchmarks 8 Agent Operations 6 Specialized Agents 6 🌐 Community Resources 5 Community Resources 4 Research & Benchmarks 3 Core Frameworks 3 🚀 Contributors 2
Sub Categories
💻 Programming Language Agents 11 💻 Coding Agents 7 📰 Newsletters 6 📄 Papers 6 📊 Evaluation 5 🚀 Deployment 4 🧠 Memory 4 🔬 Research Agents 3 Research Agents 3 Communities 3 Deployment 3 Papers 2 📊 Benchmarks 2 Creative Agents 2 🎨 Creative Agents 2 Evaluation 2 Benchmarks 1 Memory 1 🌐 Web Agents 1 Coding Agents 1 Newsletters 1 👥 Communities 1
Keywords
ai 30 llm 24 openai 21 agent 14 python 13 gpt-4 12 ai-agents 11 agents 9 chatgpt 8 llms 7 gpt 7 artificial-intelligence 7 automation 6 llm-agent 6 developer-tools 6 llmops 5 langchain 5 autonomous-agents 4 multi-agent 4 llm-framework 4 machine-learning 3 cli 3 framework 3 autogen 3 typescript 3 nodejs 3 code-interpreter 3 agentic 3 rag 3 javascript 3 ollama 3 llama 3 agi 3 nextjs 3 embeddings 3 pinecone 3 vector-database 3 semantic-search 2 document-retrieval 2 information-retrieval 2 command-line 2 autogen-ecosystem 2 deep-research 2 agentic-agi 2 retrieval-augmented-generation 2 nlp 2 ai-tools 2 large-language-models 2 metagpt 2 video-editing 2