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Description
There are so many tools in the original list of this repo, that it's difficult to know which ones are more relevant. One metric that could help is to look to the number of stars of each repo. Would be great to add that and update it frequently. See here an example to extract that info and its output:
| Name | Stars | GitHub URL | Description | Category |
|---|---|---|---|---|
| MetaGPT | 43543 | https://github.com/geekan/MetaGPT | MetaGPT is a multi-agent framework that, given one line requirement, returns PRD, Design, Tasks, or Repo. | Multi-agent, Coding, Build your own |
| AutoGen | 30685 | https://github.com/microsoft/autogen | - A framework for developing LLM (Large Language Model) applications with multiple conversational agents. | General purpose, Build your own, Multi-agent |
| GPT Pilot | 29516 | https://github.com/Pythagora-io/gpt-pilot | GPT Pilot is an AI agent that codes the entire app as you oversee the code being written | Coding |
| ChatDev | 25040 | https://github.com/OpenBMB/ChatDev | - ChatDev is a virtual software company driven by a multitude of intelligent agents assuming different roles such as CEO, CPO, CTO, programmer, reviewer, tester, and art designer, each represented by unique icons. | Coding, Multi-agent |
| JARVIS | 23538 | https://github.com/microsoft/JARVIS | JARVIS is a system to connect LLMs with the ML community. | General purpose |
| BabyAGI | 19918 | https://github.com/yoheinakajima/babyagi | - A pared-down version of the original Task-Driven Autonomous Agent | General purpose |
| Local GPT | 19783 | https://github.com/PromtEngineer/localGPT | LocalGPT is an open-source initiative that allows you to converse with your documents without compromising your privacy. Inspired by privateGPT, allows using your own documents as an information source | Research, Data analysis, General purpose |
| CrewAI | 19049 | https://github.com/joaomdmoura/crewai | - Cutting-edge framework for orchestrating role-playing, autonomous AI agents. | Build-your-own, SDK for agents, Multi-agent |
| Devika | 18243 | https://github.com/stitionai/devika | - Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. | Coding, general purpose |
| Aider | 17877 | https://github.com/paul-gauthier/aider | - Aider is a command line tool that lets you pair program with GPT-3.5/GPT-4, to edit code stored in your local git repository | Coding, GitHub |
| GPT Researcher | 13973 | https://github.com/assafelovic/gpt-researcher | GPT Researcher is a GPT-based autonomous agent that does online comprehensive research on any given topic | Research, Science |
| MemGPT | 11349 | https://github.com/cpacker/MemGPT | - A system that intelligently manages different memory tiers in LLMs to effectively provide the extended context within the LLM's limited context window. | Memory management, Data analysis |
| GPT Migrate | 6802 | https://github.com/0xpayne/gpt-migrate | GOT Migrate easily migrates your codebase from one framework or language to another. | Coding |
| DevOpsGPT | 6473 | https://github.com/kuafuai/DevOpsGPT | Welcome to the AI Driven Software Development Automation Solution, abbreviated as DevOpsGPT. We combine LLM (Large Language Model) with DevOps tools to convert natural language requirements into working software. This innovative feature greatly improves development efficiency, shortens development cycles, and reduces communication costs, resulting in higher-quality software delivery. | Coding |
| CAMEL | 5308 | https://github.com/camel-ai/camel | - CAMEL is an open-source library designed for the study of autonomous and communicative agents. | General purpose |
| Agents | 5157 | https://github.com/aiwaves-cn/agents | - Long-short Term Memory: Language agents in the library are equipped with both long-term memory implemented via VectorDB + Semantic Search and short-term memory (working memory) maintained and updated by an LLM. | General purpose, Build your own, Multi-agent |
| AgentVerse | 4028 | https://github.com/OpenBMB/AgentVerse | - Assembles multiple agents to collaboratively accomplish tasks. | General purpose, Build your own, Multi-agent |
| Devon | 3132 | https://github.com/entropy-research/Devon | - Open-source alternative to Devin by Entropy research | Coding, general purpose |
| Mini AGI | 2792 | https://github.com/muellerberndt/mini-agi | - MiniAGI is a minimal general-purpose autonomous agent based on GPT-3.5 / GPT-4 | General purpose |
| Mentat | 2498 | https://github.com/biobootloader/mentat | Mentat is the AI tool that assists you with any coding task, right from your command line. | Coding |
| Langroid | 2277 | https://github.com/langroid/langroid | General purpose, Build your own | |
| dotagent | 2180 | https://github.com/dot-agent/dotagent | - An agent management system that facilitates the creation of robust AI applications and experimental autonomous agents through a rich suite of developer tools. | Build-your-own |
| GPT Discord | 1805 | https://github.com/Kav-K/GPTDiscord | - GPT Discord is a robust, all-in-one GPT interface for Discord. | Content creation, Productivity, General purpose, Discord |
| DevGPT | 1741 | https://github.com/jina-ai/dev-gpt | - "Tell your AI team what microservice you want to build, and they will do it for you. Your imagination is the limit!! | Coding, Multi-agent |
| DemoGPT | 1672 | https://github.com/melih-unsal/DemoGPT | - DemoGPT leverages the power of Language Models (LLMs) to provide fast and effective demo creation for applications. | Build-your-own, General purpose |
| AI Legion | 1339 | https://github.com/eumemic/ai-legion | - An LLM-powered autonomous agent platform | Multi-agent, Build-your-own |
| AutoPR | 1233 | https://github.com/irgolic/AutoPR | - Triggered by adding a label containing AutoPR to an issue, AutoPR will: | Coding, GitHub |
| CodeFuse-ChatBot | 1123 | https://github.com/codefuse-ai/codefuse-chatbot | - An intelligent assistant serving the entire software development lifecycle, powered by a Multi-Agent Framework, working with DevOps Toolkits, Code&Doc Repo RAG, etc. | Coding |
| IX | 1005 | https://github.com/kreneskyp/ix | IX is a platform for building, debugging, and deploying collaborative Agents and cognitive workflows. | Build your own, Multi-agent |
| LLM Agents | 925 | https://github.com/mpaepper/llm_agents | A minimalistic library for building agents that leverage large language models to automate tasks through a loop of commands and tool integrations. | Coding |
| Adala | 911 | https://github.com/HumanSignal/Adala | General purpose, Build your own, Multi-agent | |
| AIlice | 785 | https://github.com/myshell-ai/AIlice | - "An Agent in the form of a chatbot independently plans tasks given in natural language and dynamically creates an agents calling tree to execute tasks. | General purpose, Personal assistant, Productivity |
| Automata | 604 | https://github.com/emrgnt-cmplxty/automata | - Model: GPT 4 | Coding |
| ChemCrow | 581 | https://github.com/ur-whitelab/chemcrow-public | - ChemCrow is an open source package for the accurate solution of reasoning-intensive chemical tasks | Science, Chemistry |
| Multi GPT | 547 | https://github.com/rumpfmax/Multi-GPT | - An experimental open-source attempt to make GPT-4 fully autonomous | General purpose |
| AgentForge | 494 | https://github.com/DataBassGit/AgentForge | - A low-code framework designed for the swift creation, testing, and iteration of AI-powered autonomous agents and Cognitive Architectures, compatible with various LLM models. | General purpose, Build your own, Multi-agent |
| data-to-paper | 438 | https://github.com/Technion-Kishony-lab/data-to-paper | data-to-paper is a framework for systematically navigating the power of AI to perform complete end-to-end | Science, Research, Multi-agent |
| BambooAI | 436 | https://github.com/pgalko/BambooAI | - BambooAI runs in a loop (until user decides to end it). | Data analysis |
| BeeBot | 392 | https://github.com/AutoPackAI/beebot | - "BeeBot is currently a work in progress and should be treated as an early stage research project. Its focus is not on production usage at this time." | General purpose, Productivity |
| GeniA | 364 | https://github.com/genia-dev/GeniA | - GeniA is able to work along side you on your production enviroment, executing tasks on your behalf in your dev & cloud environments, AWS/k8s/Argo/GitHub etc. | Coding |
| GPT Runner | 346 | https://github.com/nicepkg/gpt-runner | - Conversation with your files which selected by you, no embedding, no vector database! | Research, Science |
| Multiagent Debate | 330 | https://github.com/composable-models/llm_multiagent_debate | Multiagent Debate is an implementation of the paper "Improving Factuality and Reasoning in Language Models through Multiagent Debate". | General purpose, Multi-agent |
| Autonomous HR Chatbot | 327 | https://github.com/stepanogil/autonomous-hr-chatbot | - A prototype enterprise application - an Autonomous HR Assistant powered by GPT-3.5. | HR, Business intelligence, Productivity |
| Lemon Agent | 311 | https://github.com/felixbrock/lemon-agent | Lemon agent is a Plan-Validate-Solve (PVS) Agent for accurate, reliable and reproducable workflow automation | Productivity, Coding |
| AgentPilot | 295 | https://github.com/jbexta/AgentPilot | General purpose | |
| English Compiler | 283 | https://github.com/uilicious/english-compiler | - OC AI based Compiler, for converting english based markdown specs, into functional code | Coding |
| MemFree | 282 | https://github.com/memfreeme/memfree | Open Source, AI Search, Build your own | |
| Agent4Rec | 241 | https://github.com/LehengTHU/Agent4Rec | - Agent4Rec is a recommender system simulator that utilizes 1,000 LLM-empowered generative agents. | General purpose, Build your own, Multi-agent |
| MutahunterAI | 224 | https://github.com/codeintegrity-ai/mutahunter | - Use Mutahunter to generate unit tests for your codebase, that specifically target the code vulnerabilities. By targeting the exact weaknesses in the code, we boost developer productivity. | Developer tools, Software security, Multi-agent, General purpose |
| bumpgen | 92 | https://github.com/xeol-io/bumpgen | - Put dependency management and upgrades on autopilot | Coding |
| Cody by ajhous44 | 50 | https://github.com/ajhous44/cody | - An AI assistant designed to let you interactively query your codebase using natural language. | Coding |
| L2MAC | 49 | https://github.com/samholt/l2mac | L2MAC is a multi-agent generation framework that, a single input prompt can generate an extensive unbounded output, such as an entire codebase or an entire book. | Multi-agent, Coding, Build your own |
| NLSOM | 41 | https://github.com/mczhuge/NLSOM | - Natural Language-Based Societies of Mind - concept with societies and communities of agents | Science, Multimodal, Social, Multi-agent |
| Blinky | 39 | https://github.com/seahyinghang8/blinky | - Blinky is an open-source AI debugging agent for VSCode that uses LLMs to help identify and fix backend code errors (inspired by SWE-agent). | Coding, Debugging |
| BabyCommandAGI | 34 | https://github.com/saten-private/BabyCommandAGI | - gent designed to test what happens when you combine CLI and LLM, which are more traditional interfaces than GUI (created by @saten-private) | General purpose, Coding |
| BabyFoxAGI | nan | https://github.com/yoheinakajima/babyagi/tree/main/classic/babyfoxagi | - A mod of BabyElfAGI, in a series of mods w the naming of BabyAGI in alphabetical order | General purpose |
| Clippy | nan | https://github.com/ennucore/clippy/ | - The purpose of Clippy is to elop code for or with the user. | Coding |
| Friday | nan | https://github.com/amirrezasalimi/friday/ | - A developer assistant able to make whole nodejs project with unlimited prompts | Coding |
| Loop GPT | nan | https://github.com/farizrahman4u/loopgpt/tree/main | Loop GPT is a re-implementation of the popular Auto-GPT project as a proper python package, written with modularity and extensibility in mind | General purpose |
| OpenAgents | nan | https://github.com/xlang-ai/OpenAgents | OpenAgents is an Open Platform for Language Agents in the Wild, ChatGPT Plus Replica for Researchers, Developers, and General Users. | General purpose |
| OpenAGI | nan | https://github.com/agiresearch/OpenAGI | OpenAGI is an open-source AGI R&D platform that enables agents for both benchmark tasks and open-ended tasks | General purpose |
| OpenDevin | nan | https://github.com/OpenDevin/OpenDevin | - The OpenDevin project is born out of a desire to replicate, enhance, and innovate beyond the original Devin model. | Coding, general purpose |
| PromethAI | nan | https://github.com/topoteretes/PromethAI-Backend | - "Personalized AI assistant that decomposes problems, offers solutions, and lets you use Agent actions to automate your flows" | Productivity, General purpose |
| Smol developer | nan | https://github.com/smol-ai/developer | Smol is your own junior developer. Deployed in few seconds via e2b | Coding |
| Stackwise | nan | https://github.com/stackwiseai/stackwise | Stackwise is a VS Code extension that writes and imports nodejs functions so that you can write code without context switching | Tool for agents, Coding |
| Suspicion Agent | nan | https://github.com/CR-Gjx/Suspicion-Agent | - Playing Imperfect Information Games with Theory of Mind Aware GPT-4 | General purpose |
| SWE Agent | nan | https://github.com/princeton-nlp/SWE-agent | - This Devin alternative scores 12.3% on the FULL swe benchmark | Coding, general purpose |
| Taxy AI | nan | https://github.com/TaxyAI/browser-extension | - Taxy uses GPT-4 to control your browser and perform repetitive actions on your behalf | General purpose, Productivity |
| Teenage AGI | nan | https://github.com/seanpixel/Teenage-AGI/blob/main/README.md#experiments | A BabyAGI-inspired agent that can recall infinite memory, "thinks" before making action, and doesn't lose memory after being shutting down | General purpose |
| UFO | nan | https://github.com/microsoft/UFO | - Agent by Microsoft | Multi-agent, GUI Agent |
| WorkGPT | nan | https://github.com/team-openpm/workgpt | - WorkGPT is an agent framework in a similar fashion to AutoGPT or LangChain. You give it a directive and an array of APIs and it will converse back and forth with the AI until its directive is complete. | Coding |
| XAgent | nan | https://github.com/OpenBMB/XAgent | XAgent is an open-source experimental Large Language Model (LLM) driven autonomous agent that can automatically solve various tasks | General purpose, Coding |
| yAgents | nan | https://github.com/yeagerai/yeagerai-agent | yAgents is an Agent-Builder Agent made by Yeager.ai capable of designing, coding and debugging its own tools. | Coding, Build-your-own |
| Yourgoal | nan | https://github.com/pj4533/yourgoal/?utm_source=awesome-ai-agents | - "This is a Swift port of BabyAGI, an example of an AI-powered task management system that uses OpenAI and Pinecone APIs to create, prioritize, and execute tasks. The main idea behind this system is that it creates tasks based on the result of previous tasks and a predefined objective." | General purpose |
| Artisian AI | nan | https://github.com/Artisan-AI | - YC company | Multi-agent, Build-your-own |
| GitHub Copilot X | nan | https://github.com/features/preview/copilot-x | - AI pair programmer | Coding, GitHub |
| Instrukt | nan | https://github.com/blob42/Instrukt | - Enables users to create and instruct modular AI agents, generate document indexes for question-answering, and attach tools to agents for enhanced functionalities. | Coding, Build-your-own |
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