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awesome-agents

Compare open-source LLM agentic projects by their metrics to assess popularity and activeness.
https://github.com/vince-lam/awesome-agents

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  • Table of Open-Source AI Agents Projects

    • langchain - aware reasoning applications | framework | 94,476 | 15,279 | 760 | 480 | 0 days, 12 hrs, 15 mins | 680 | MIT License |
    • screenshot-to-code
    • open-interpreter
    • AutoGPT
    • gpt-engineer
    • MetaGPT - Agent Framework: First AI Software Company, Towards Natural Language Programming | coding, framework | 44,974 | 5,348 | 83 | 113 | 1 days, 7 hrs, 6 mins | 21 | MIT License |
    • ColossalAI
    • llama_index
    • OpenHands
    • autogen
    • gpt-pilot
    • Flowise
    • ChatDev - powered Multi-Agent Collaboration) | coding, framework | 25,538 | 3,211 | 41 | 55 | 27 days, 11 hrs, 43 mins | 8 | Apache License 2.0 |
    • AutoGPT
    • langchain - aware reasoning applications | framework | 94,476 | 15,279 | 760 | 480 | 0 days, 12 hrs, 15 mins | 680 | MIT License |
    • screenshot-to-code
    • open-interpreter
    • OpenHands
    • gpt-engineer
    • MetaGPT - Agent Framework: First AI Software Company, Towards Natural Language Programming | coding, framework | 44,974 | 5,348 | 83 | 113 | 1 days, 7 hrs, 6 mins | 21 | MIT License |
    • ColossalAI
    • llama_index
    • autogen
    • gpt-pilot
    • AgentGPT
    • Flowise
    • ChatDev - powered Multi-Agent Collaboration) | coding, framework | 25,538 | 3,211 | 41 | 55 | 27 days, 11 hrs, 43 mins | 8 | Apache License 2.0 |
    • semantic-kernel - edge LLM technology quickly and easily into your apps | framework | 21,871 | 3,258 | 543 | 302 | 0 days, 11 hrs, 29 mins | 150 | MIT License |
    • aider
    • semantic-kernel - edge LLM technology quickly and easily into your apps | framework | 21,871 | 3,258 | 543 | 302 | 0 days, 11 hrs, 29 mins | 150 | MIT License |
    • aider
    • crewAI - playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks. | framework | 20,832 | 2,887 | 154 | 154 | 0 days, 13 hrs, 49 mins | 66 | MIT License |
    • babyagi
    • continue - source AI code assistant. You can connect any models and any context to build custom autocomplete and chat experiences inside VS Code and JetBrains | coding | 18,903 | 1,603 | 695 | 204 | 0 days, 15 hrs, 42 mins | 165 | Apache License 2.0 |
    • dspy
    • devika - level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. Devika aims to be a competitive open-source alternative to Devin by Cognition AI. | coding | 18,457 | 2,395 | 163 | 46 | 48 days, 23 hrs, 47 mins | 0 | MIT License |
    • haystack - ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots. | framework | 17,560 | 1,906 | 103 | 254 | 2 days, 1 hrs, 7 mins | 130 | Apache License 2.0 |
    • swarm - agent orchestration. Managed by OpenAI Solution team. | framework | 15,626 | 1,510 | 11 | 14 | 23 days, 11 hrs, 36 mins | 0 | MIT License |
    • crewAI - playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks. | framework | 20,832 | 2,887 | 154 | 154 | 0 days, 13 hrs, 49 mins | 66 | MIT License |
    • babyagi
    • continue - source AI code assistant. You can connect any models and any context to build custom autocomplete and chat experiences inside VS Code and JetBrains | coding | 18,903 | 1,603 | 695 | 204 | 0 days, 15 hrs, 42 mins | 165 | Apache License 2.0 |
    • dspy
    • devika - level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. Devika aims to be a competitive open-source alternative to Devin by Cognition AI. | coding | 18,457 | 2,395 | 163 | 46 | 48 days, 23 hrs, 47 mins | 0 | MIT License |
    • haystack - ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots. | framework | 17,560 | 1,906 | 103 | 254 | 2 days, 1 hrs, 7 mins | 130 | Apache License 2.0 |
    • gpt-researcher
    • phidata
    • DB-GPT
    • swe-agent - agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. | coding | 13,651 | 1,382 | 18 | 60 | 2 days, 17 hrs, 40 mins | 7 | MIT License |
    • swarm - agent orchestration. Managed by OpenAI Solution team. | framework | 15,626 | 1,510 | 11 | 14 | 23 days, 11 hrs, 36 mins | 0 | MIT License |
    • gpt-researcher
    • phidata
    • DB-GPT
    • swe-agent - agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. | coding | 13,651 | 1,382 | 18 | 60 | 2 days, 17 hrs, 40 mins | 7 | MIT License |
    • storm - powered knowledge curation system that researches a topic and generates a full-length report with citations. | research | 13,243 | 1,206 | 36 | 23 | 7 days, 22 hrs, 34 mins | 5 | MIT License |
    • botpress - source hub to build & deploy GPT/LLM Agents ⚡️ | framework | 12,768 | 1,779 | 19 | 22 | 0 days, 17 hrs, 0 mins | 126 | MIT License |
    • letta
    • memgpt
    • vanna - to-SQL Generation via LLMs using RAG 🔄. | data analysis | 11,773 | 937 | 114 | 59 | 9 days, 0 hrs, 59 mins | 70 | MIT License |
    • composio - quality integrations via function calling | framework | 11,462 | 4,335 | 53 | 37 | 0 days, 8 hrs, 20 mins | 99 | Other |
    • plandex - world tasks. | coding | 10,762 | 750 | 38 | 19 | 0 days, 18 hrs, 32 mins | 26 | GNU Affero General Public License v3.0 |
    • claude-engineer - line interface (CLI) that leverages the power of Anthropic's Claude-3.5-Sonnet model to assist with software development tasks. This tool combines the capabilities of a large language model with practical file system operations and web search functionality. | coding | 9,416 | 1,002 | 92 | 1 | 16 days, 0 hrs, 7 mins | 0 | No license |
    • AI-Scientist - Ended Scientific Discovery 🧑‍🔬 | research | 8,066 | 1,121 | 77 | 11 | 12 days, 17 hrs, 15 mins | 0 | Apache License 2.0 |
    • e2b
    • gpt-migrate
    • langgraph
    • TaskWeaver - first agent framework for seamlessly planning and executing data analytics tasks. | coding, data-analysis | 5,320 | 672 | 40 | 24 | 15 days, 8 hrs, 22 mins | 2 | MIT License |
    • superagent - agents with an API | chat | 5,279 | 836 | 57 | 58 | 17 days, 21 hrs, 41 mins | 176 | MIT License |
    • superagent - agents with an API | coding, framework | 5,279 | 836 | 57 | 58 | 17 days, 21 hrs, 44 mins | 176 | MIT License |
    • agentscope - empowered multi-agent applications in an easier way. | framework | 5,182 | 316 | 46 | 30 | 1 days, 3 hrs, 43 mins | 5 | Apache License 2.0 |
    • agentverse - based agents in various applications, which primarily provides two frameworks: task-solving and simulation | framework, general | 4,179 | 404 | 26 | 22 | 59 days, 10 hrs, 8 mins | 3 | Apache License 2.0 |
    • llama-stack-apps
    • storm - powered knowledge curation system that researches a topic and generates a full-length report with citations. | research | 13,243 | 1,206 | 36 | 23 | 7 days, 22 hrs, 34 mins | 5 | MIT License |
    • botpress - source hub to build & deploy GPT/LLM Agents ⚡️ | framework | 12,768 | 1,779 | 19 | 22 | 0 days, 17 hrs, 0 mins | 126 | MIT License |
    • letta
    • memgpt
    • vanna - to-SQL Generation via LLMs using RAG 🔄. | data analysis | 11,773 | 937 | 114 | 59 | 9 days, 0 hrs, 59 mins | 70 | MIT License |
    • composio - quality integrations via function calling | framework | 11,462 | 4,335 | 53 | 37 | 0 days, 8 hrs, 20 mins | 99 | Other |
    • plandex - world tasks. | coding | 10,762 | 750 | 38 | 19 | 0 days, 18 hrs, 32 mins | 26 | GNU Affero General Public License v3.0 |
    • claude-engineer - line interface (CLI) that leverages the power of Anthropic's Claude-3.5-Sonnet model to assist with software development tasks. This tool combines the capabilities of a large language model with practical file system operations and web search functionality. | coding | 9,416 | 1,002 | 92 | 1 | 16 days, 0 hrs, 7 mins | 0 | No license |
    • AI-Scientist - Ended Scientific Discovery 🧑‍🔬 | research | 8,066 | 1,121 | 77 | 11 | 12 days, 17 hrs, 15 mins | 0 | Apache License 2.0 |
    • e2b
    • gpt-migrate
    • langgraph
    • TaskWeaver - first agent framework for seamlessly planning and executing data analytics tasks. | coding, data-analysis | 5,320 | 672 | 40 | 24 | 15 days, 8 hrs, 22 mins | 2 | MIT License |
    • superagent - agents with an API | chat | 5,279 | 836 | 57 | 58 | 17 days, 21 hrs, 41 mins | 176 | MIT License |
    • superagent - agents with an API | coding, framework | 5,279 | 836 | 57 | 58 | 17 days, 21 hrs, 44 mins | 176 | MIT License |
    • agentscope - empowered multi-agent applications in an easier way. | framework | 5,182 | 316 | 46 | 30 | 1 days, 3 hrs, 43 mins | 5 | Apache License 2.0 |
    • agentverse - based agents in various applications, which primarily provides two frameworks: task-solving and simulation | framework, general | 4,179 | 404 | 26 | 22 | 59 days, 10 hrs, 8 mins | 3 | Apache License 2.0 |
    • llama-stack-apps
    • cody
    • agency-swarm
    • AGiXT
    • vision-agent
    • gptme
    • WrenAI - source SQL AI Agent. A Text-to-SQL solution for your data! 🤘 | data analysis | 2,009 | 209 | 58 | 33 | 0 days, 8 hrs, 6 mins | 66 | GNU Affero General Public License v3.0 |
    • lagent - based agents | framework | 1,845 | 193 | 6 | 31 | 1 days, 6 hrs, 5 mins | 9 | Apache License 2.0 |
    • DemoGPT
    • LLMStack - code multi-agent framework to build LLM Agents, workflows and applications with your data | framework, general | 1,585 | 235 | 11 | 8 | 0 days, 19 hrs, 25 mins | 48 | Other |
    • babyagi-ui
    • uAgents
    • Adala
    • dust
    • AIlice - purpose AI agent. | general, framework | 856 | 133 | 14 | 3 | 14 days, 12 hrs, 53 mins | 1 | MIT License |
    • nous
    • aideml - of-the-art machine learning engineer agent, generating machine learning solution code from natural language descriptions. | coding | 546 | 52 | 1 | 6 | 4 days, 1 hrs, 18 mins | 2 | MIT License |
    • AgentForge
    • data-to-paper - to-paper: Backward-traceable AI-driven scientific research | research | 483 | 50 | 8 | 7 | 9 days, 0 hrs, 48 mins | 0 | MIT License |
    • cody
    • agency-swarm
    • AGiXT
    • gptme
    • WrenAI - source SQL AI Agent. A Text-to-SQL solution for your data! 🤘 | data analysis | 2,009 | 209 | 58 | 33 | 0 days, 8 hrs, 6 mins | 66 | GNU Affero General Public License v3.0 |
    • lagent - based agents | framework | 1,845 | 193 | 6 | 31 | 1 days, 6 hrs, 5 mins | 9 | Apache License 2.0 |
    • DemoGPT
    • LLMStack - code multi-agent framework to build LLM Agents, workflows and applications with your data | framework, general | 1,585 | 235 | 11 | 8 | 0 days, 19 hrs, 25 mins | 48 | Other |
    • babyagi-ui
    • vision-agent
    • uAgents
    • Adala
    • dust
    • AIlice - purpose AI agent. | general, framework | 856 | 133 | 14 | 3 | 14 days, 12 hrs, 53 mins | 1 | MIT License |
    • nous
    • aideml - of-the-art machine learning engineer agent, generating machine learning solution code from natural language descriptions. | coding | 546 | 52 | 1 | 6 | 4 days, 1 hrs, 18 mins | 2 | MIT License |
    • AgentForge
    • data-to-paper - to-paper: Backward-traceable AI-driven scientific research | research | 483 | 50 | 8 | 7 | 9 days, 0 hrs, 48 mins | 0 | MIT License |
    • taskgen - based Agentic Framework using StrictJSON as the core | framework | 436 | 44 | 2 | 8 | 21 days, 17 hrs, 54 mins | 0 | MIT License |
    • taskgen - based Agentic Framework using StrictJSON as the core | framework | 436 | 44 | 2 | 8 | 21 days, 17 hrs, 54 mins | 0 | MIT License |
    • RepoAgent - powered repository agent designed to assist developers and teams in generating documentation and understanding repositories quickly. | coding | 361 | 63 | 8 | 8 | 28 days, 5 hrs, 53 mins | 2 | Apache License 2.0 |
    • autonomous-hr-chatbot
    • fastagency - agent workflows to production. | coding | 259 | 19 | 58 | 8 | 0 days, 9 hrs, 31 mins | 13 | Apache License 2.0 |
    • AgentRun - generated Python code safely | coding | 207 | 19 | 1 | 2 | 16 days, 23 hrs, 52 mins | 9 | Apache License 2.0 |
    • multi-agent-orchestrator
    • PromethAI-Backend - source framework that gives you AI Agents that help you navigate decision-making, get personalized goals and execute them | framework | 150 | 17 | 4 | 4 | 1 days, 23 hrs, 25 mins | 1 | MIT License |
    • RepoAgent - powered repository agent designed to assist developers and teams in generating documentation and understanding repositories quickly. | coding | 361 | 63 | 8 | 8 | 28 days, 5 hrs, 53 mins | 2 | Apache License 2.0 |
    • autonomous-hr-chatbot
    • fastagency - agent workflows to production. | coding | 259 | 19 | 58 | 8 | 0 days, 9 hrs, 31 mins | 13 | Apache License 2.0 |
    • AgentRun - generated Python code safely | coding | 207 | 19 | 1 | 2 | 16 days, 23 hrs, 52 mins | 9 | Apache License 2.0 |
    • multi-agent-orchestrator
    • PromethAI-Backend - source framework that gives you AI Agents that help you navigate decision-making, get personalized goals and execute them | framework | 150 | 17 | 4 | 4 | 1 days, 23 hrs, 25 mins | 1 | MIT License |
Programming Languages
Python 96 TypeScript 25 Jupyter Notebook 8 JavaScript 2 Go 2 C# 2 Shell 2
Categories
Table of Open-Source AI Agents Projects 139
Sub Categories
Keywords
llm 64 ai 60 gpt-4 40 agent 39 openai 35 python 32 gpt 23 chatgpt 22 agents 22 rag 20 ai-agents 18 chatbot 16 langchain 15 typescript 12 autonomous-agents 12 artificial-intelligence 12 llm-agent 12 llmops 12 developer-tools 12 generative-ai 10 large-language-models 10 nlp 8 javascript 8 llms 8 ai-agents-framework 6 nextjs 6 cli 6 gpt-4o 6 copilot 6 open-source 6 machine-learning 6 chat 6 agi 5 assistant 4 react 4 code-interpreter 4 gpt-3 4 aws 4 text-to-sql 4 llm-framework 4 transformers 4 sql 4 gpt-35-turbo 4 retrieval-augmented-generation 4 llama 4 llamacpp 4 ai-assistant 4 database 4 coding-assistant 4 agent-oriented-programming 4