{"id":13517080,"url":"https://github.com/ScarletPan/awesome-autonomous-gpt","last_synced_at":"2025-03-31T07:30:59.365Z","repository":{"id":168202762,"uuid":"643854300","full_name":"ScarletPan/awesome-autonomous-gpt","owner":"ScarletPan","description":"A curated list of awesome projects and resources related to autonomous AI agents.","archived":false,"fork":false,"pushed_at":"2023-12-29T02:57:31.000Z","size":54,"stargazers_count":255,"open_issues_count":2,"forks_count":16,"subscribers_count":14,"default_branch":"main","last_synced_at":"2024-05-19T19:04:35.005Z","etag":null,"topics":["agi","autogpt","autonomous-agents","chatgpt","gpt","gpt-4","openai"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ScarletPan.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2023-05-22T09:44:59.000Z","updated_at":"2024-05-17T05:23:30.000Z","dependencies_parsed_at":null,"dependency_job_id":"ac5b45a8-c4e1-47e3-8cc2-c1bf3ef2e86e","html_url":"https://github.com/ScarletPan/awesome-autonomous-gpt","commit_stats":null,"previous_names":["scarletpan/awesome-autonomous-gpt"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ScarletPan%2Fawesome-autonomous-gpt","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ScarletPan%2Fawesome-autonomous-gpt/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ScarletPan%2Fawesome-autonomous-gpt/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ScarletPan%2Fawesome-autonomous-gpt/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ScarletPan","download_url":"https://codeload.github.com/ScarletPan/awesome-autonomous-gpt/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246350952,"owners_count":20763230,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["agi","autogpt","autonomous-agents","chatgpt","gpt","gpt-4","openai"],"created_at":"2024-08-01T05:01:29.449Z","updated_at":"2025-03-31T07:30:59.348Z","avatar_url":"https://github.com/ScarletPan.png","language":null,"funding_links":[],"categories":["Technical","Others","Other Lists"],"sub_categories":["awesome-*","TeX Lists"],"readme":"# Awesome Autonomous GPT ![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)\n\n## Table of Contents\n\n- [Introduction](#introduction)\n- [Projects](#projects)\n- [Articles](#articles)\n- [Talks](#talks)\n\n## Introduction\nCurrently, I am deeply fascinated by and actively working on developing gpt-based autonomous AI agents that interact with the real world. I believe that, at this time, it presents the clearest roadmap towards achieving AGI. This project is a collection of awesome projects and resources related to autonomous ai agents for everyone.\n\u003e 🔥 Our self-developed agent system [KwaiAgents](https://github.com/KwaiKEG/KwaiAgents) now released! All of the system code, models and data are open-sourced.\n\u003e \n\u003e 💡 This repo has been included in the [Auto-GPT wiki](https://github.com/Significant-Gravitas/Nexus/wiki/Awesome-Resources) !\n\n## Projects\n\n### Developer tools\n- [2023/09/12] [agents](https://github.com/aiwaves-cn/agents) - An Open-source Framework for Autonomous Language Agents\n- [2023/08/10] [ModelScope-Agent](https://github.com/modelscope/modelscope-agent) - An Agent Framework Connecting Models in ModelScope with the World\n- [2023/05/25] [Gorilla](https://github.com/ShishirPatil/gorilla) - An API store for LLMs\n- [2023/05/01] [AgentVerse](https://github.com/OpenBMB/AgentVerse) - 🤖 AgentVerse 🪐 is designed to facilitate the deployment of multiple LLM-based agents in various applications\n- [2023/03/31] [BMTools](https://github.com/OpenBMB/BMTools) - Tool Learning for Big Models, Open-Source Solutions of ChatGPT-Plugins\n- [2023/03/09] [LMQL](https://github.com/eth-sri/lmql) - A query language for programming (large) language models.\n- [2022/10/25] [Langchain](https://github.com/hwchase17/langchain) - ⚡ Building applications with LLMs through composability ⚡\n\n### Applications\n- [2023/12/08] [KwaiAgents](https://github.com/KwaiKEG/KwaiAgents) - A generalized information-seeking agent system with Large Language Models (LLMs).\n- [2023/10/18] [XAgent](https://github.com/OpenBMB/XAgent) - An Autonomous LLM Agent for Complex Task Solving\n- [2023/10/12] [MemGPT](https://github.com/cpacker/MemGPT) - Teaching LLMs memory management for unbounded context 📚🦙\n- [2023/09/19] [autogen](https://github.com/microsoft/autogen) - Enable Next-Gen Large Language Model Applications. \n- [2023/08/20] [GPTeam](https://github.com/101dotxyz/GPTeam) - GPTeam uses GPT-4 to create multiple agents who collaborate to achieve predefined goals. \n- [2023/08/08] [OpenAgents](https://github.com/xlang-ai/OpenAgents) - OpenAgents: An Open Platform for Language Agents in the Wild.\n- [2023/07/24] [DevOpsGPT](https://github.com/kuafuai/DevOpsGPT) - Multi agent system for AI-driven software development. Combine LLM with DevOps tools to convert natural language requirements into working software. Supports any development language and extends the existing code\n- [2023/07/18] [gpt-pilot](https://github.com/Pythagora-io/gpt-pilot) - Dev tool that writes scalable apps from scratch while the developer oversees the implementation. \n- [2023/07/08] [ShortGPT](https://github.com/RayVentura/ShortGPT) - 🚀🎬 ShortGPT - An experimental AI framework for automated short/video content creation. Enables creators to rapidly produce, manage, and deliver content using AI and automation.\n- [2023/07/05] [gpt-researcher](https://github.com/assafelovic/gpt-researcher) - GPT based autonomous agent that does online comprehensive research on any given topic\n- [2023/07/04] [DemoGPT](https://github.com/melih-unsal/DemoGPT) - 🧩DemoGPT enables you to create quick demos by just using prompts. [[demo]](demogpt.io)\n- [2023/06/30] [MetaGPT](https://github.com/geekan/MetaGPT) - 🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo\n- [2023/06/21] [gpt-author](https://github.com/mshumer/gpt-author) - This project utilizes a chain of GPT-4, Stable Diffusion, and Anthropic API calls to generate an original fantasy novel. \n- [2023/06/11] [gpt-engineer](https://github.com/AntonOsika/gpt-engineer) - Specify what you want it to build, the AI asks for clarification, and then builds it.\n- [2023/05/16] [SuperAGI](https://github.com/TransformerOptimus/SuperAGI) - \u003c⚡️\u003e SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage \u0026 run useful autonomous agents quickly and reliably.\n- [2023/05/13] [Developer](https://github.com/smol-ai/developer) - Human-centric \u0026 Coherent Whole Program Synthesis aka your own personal junior developer\n- [2023/04/07] [AgentGPT](https://github.com/reworkd/AgentGPT) - 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser. [[demo]](agentgpt.reworkd.ai)\n- [2023/04/03] [BabyAGI](https://github.com/yoheinakajima/babyagi) - an example of an AI-powered task management system\n- [2023/03/30] [AutoGPT](https://github.com/Significant-Gravitas/Auto-GPT) - An experimental open-source attempt to make GPT-4 fully autonomous.\n- [2023/03/09] [TaskMatrix](https://github.com/moymix/TaskMatrix) - Connects ChatGPT and a series of Visual Foundation Models to enable sending and receiving images during chatting.\n\n### Benchmarks\n- [2023/08/07] [AgentBench](https://github.com/THUDM/AgentBench) - A Comprehensive Benchmark to Evaluate LLMs as Agents. [[paper]](https://arxiv.org/abs/2308.03688)\n- [2023/06/18] [Auto-GPT-Benchmarks](https://github.com/Significant-Gravitas/Auto-GPT-Benchmarks) - A repo built for the purpose of benchmarking the performance of agents, regardless of how they are set up and how they work.\n- [2023/05/28] [ToolBench](https://github.com/OpenBMB/ToolBench) - An open platform for training, serving, and evaluating large language model for tool learning.\n\n## Articles\n### Research Papers\n- [2023/12/22] [Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning](https://arxiv.org/pdf/2312.14878.pdf), Filippos Christianos et al.\n- [2023/12/07] [Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use](https://arxiv.org/abs/2312.04455), Yuhan Chen et al. [[website]](https://github.com/AlibabaResearch/DAMO-ConvAI/attention-buckets)\n- [2023/10/09] [FireAct: Toward Language Agent Fine-tuning](https://arxiv.org/abs/2310.05915), Baian Chen et al. [[website]](https://fireact-agent.github.io/)\n- [2023/10/09] [Humanoid Agents: Platform for Simulating Human-like Generative Agents](https://arxiv.org/abs/2310.05418), Zhiling Wang et al. [[website]](https://github.com/HumanoidAgents/HumanoidAgents)\n- [2023/09/27] [Cognitive Architectures for Language Agents](https://arxiv.org/pdf/2309.02427.pdf), Theodore R. Sumers et al. \n- [2023/09/14] [The Rise and Potential of Large Language Model Based Agents: A Survey](https://arxiv.org/pdf/2309.07864v1.pdf), Zhiheng Xi, et al. [[website]](https://arxiv.org/pdf/2309.07864v1.pdf)\n- [2023/08/22] [A Survey on Large Language Model based Autonomous Agents](https://arxiv.org/pdf/2308.11432.pdf), Lei Wang, et al.  [[website]](https://github.com/Paitesanshi/LLM-Agent-Survey)\n- [2023/08/20] [AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework](https://arxiv.org/abs/2308.08155), Qingyun Wu, et al.\n- [2023/08/11] [BOLAA: Benchmarking and Orchestrating LLM-Augmented Autonomous Agents](https://arxiv.org/pdf/2308.05960v1.pdf), Zhiwei Liu, et al.\n- [2023/08/07] [TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage](https://arxiv.org/abs/2308.03427), Jingqing Ruan et al.\n- [2023/07/31] [ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs](https://arxiv.org/abs/2307.16789), Yujia Qin, et al.\n- [2023/07/16] [Communicative Agents for Software Development](https://arxiv.org/abs/2307.07924), Chen Qian, et al.[[code]](https://github.com/OpenBMB/ChatDev)\n- [2023/06/09] [Mind2Web: Towards a Generalist Agent for the Web](https://arxiv.org/pdf/2306.06070.pdf), Xiang Deng, et al. [[code]](https://github.com/OSU-NLP-Group/Mind2Web) [[demo]](https://osu-nlp-group.github.io/Mind2Web/)\n- [2023/06/05] [Orca: Progressive Learning from Complex Explanation Traces of GPT-4](https://arxiv.org/pdf/2306.02707.pdf), Subhabrata Mukherjee, et al.\n- [2023/06/05] [RecAgent: A Novel Simulation Paradigm for Recommender Systems](https://arxiv.org/abs/2306.02552), Lei Wang, et al. [[code]](https://github.com/RUC-GSAI/YuLan-Rec)\n- [2023/05/25] [Voyager: An Open-Ended Embodied Agent with Large Language Models](https://arxiv.org/pdf/2305.16291.pdf), Guanzhi Wang, et al. [[code]](https://github.com/MineDojo/Voyager) [[website]](https://voyager.minedojo.org/)\n- [2023/05/23] [ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models](https://arxiv.org/pdf/2305.18323.pdf), Binfeng Xu, et al. [[code]](https://github.com/billxbf/ReWOO)\n- [2023/05/17] [Tree of Thoughts: Deliberate Problem Solving with Large Language Models](https://arxiv.org/abs/2305.10601), Shunyu Yao, et al.[[code]](https://github.com/kyegomez/tree-of-thoughts) [[code-orig]](https://github.com/ysymyth/tree-of-thought-llm) \n- [2023/05/12] [MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers](https://arxiv.org/abs/2305.07185), Lili Yu, et al.\n- [2023/05/19] [FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance](https://arxiv.org/abs/2305.05176), Lingjiao Chen, et al.\n- [2023/05/06] [Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models](https://arxiv.org/abs/2305.04091), Lei Wang, et al.\n- [2023/05/01] [Learning to Reason and Memorize with Self-Notes](https://arxiv.org/abs/2305.00833), Jack Lanchantin, et al.\n- [2023/04/24] [WizardLM: Empowering Large Language Models to Follow Complex Instructions](https://arxiv.org/abs/2304.12244), Can Xu, et al.\n- [2023/04/22] [LLM+P: Empowering Large Language Models with Optimal Planning Proficiency](https://arxiv.org/abs/2304.11477), Bo Liu, et al.\n- [2023/04/07] [Generative Agents: Interactive Simulacra of Human Behavior](https://arxiv.org/abs/2304.03442), Joon Sung Park, et al. [[code]](https://github.com/mkturkcan/generative-agents)\n- [2023/03/30] [Self-Refine: Iterative Refinement with Self-Feedback](https://arxiv.org/abs/2303.17651), Aman Madaan, et al.[[code]](https://github.com/madaan/self-refine)\n- [2023/03/30] [HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in HuggingFace](https://arxiv.org/pdf/2303.17580.pdf), Yongliang Shen, et al. [[code]](https://github.com/microsoft/JARVIS) [[demo]](https://huggingface.co/spaces/microsoft/HuggingGPT)\n- [2023/03/20] [Reflexion: Language Agents with Verbal Reinforcement Learning](https://arxiv.org/pdf/2303.11366.pdf), Noah Shinn, et al. [[code]](https://github.com/noahshinn024/reflexion)\n- [2023/03/04] [Towards A Unified Agent with Foundation Models](https://openreview.net/pdf?id=JK_B1tB6p-), Norman Di Palo et al.\n- [2023/02/23] [Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection](https://arxiv.org/abs/2302.12173), Sahar Abdelnab, et al.\n- [2023/02/09] [Toolformer: Language Models Can Teach Themselves to Use Tools](https://arxiv.org/pdf/2302.04761.pdf), Timo Schick, et al. [[code]](https://github.com/lucidrains/toolformer-pytorch)\n- [2022/12/12] [LMQL: Prompting Is Programming: A Query Language for Large Language Models](https://arxiv.org/abs/2212.06094), Luca Beurer-Kellner, et al.\n- [2022/10/06] [ReAct: Synergizing Reasoning and Acting in Language Models](https://arxiv.org/pdf/2210.03629.pdf), Shunyu Yao, et al. [[code]](https://github.com/ysymyth/ReAct)\n- [2022/07/20] [Inner Monologue: Embodied Reasoning through Planning with Language Models](https://arxiv.org/pdf/2207.05608.pdf), Wenlong Huang, et al. [[demo]](https://innermonologue.github.io/)\n- [2022/04/04] [Do As I Can, Not As I Say: Grounding Language in Robotic Affordances](), Michael Ahn, e al. [[demo]](https://say-can.github.io/)\n- [2021/12/17] [WebGPT: Browser-assisted question-answering with human feedback](https://arxiv.org/pdf/2112.09332.pdf), Reiichiro Nakano, et al.\n- [2021/06/17] [LoRA: Low-Rank Adaptation of Large Language Models](https://arxiv.org/abs/2106.09685), Edward J. Hu, et al.\n\n\n### Blog Articles\n\n- [2023/08/14] [A Roadmap of AI Agents(Chinese)](https://zhuanlan.zhihu.com/p/649916692) By Haojie Pan\n- [2023/06/23] [LLM Powered Autonomous Agents](https://lilianweng.github.io/posts/2023-06-23-agent/) By Lilian Weng\n- [2023/06/11] [A CRITICAL LOOK AT AI-GENERATED SOFTWARE](https://spectrum.ieee.org/ai-software) By JAIDEEP VAIDYAHAFIZ ASIF\n- [2023/04/29] [AUTO-GPT: UNLEASHING THE POWER OF AUTONOMOUS AI AGENTS](https://www.leewayhertz.com/autogpt/) By Akash Takyar\n- [2023/04/20] [Conscious Machines: Experiments, Theory, and Implementations(Chinese)](https://pattern.swarma.org/article/230) By Jiang Zhang\n- [2023/04/18] [Autonomous Agents \u0026 Agent Simulations](https://blog.langchain.dev/agents-round/) By Langchain\n- [2023/04/16] [4 Autonomous AI Agents you need to know](https://towardsdatascience.com/4-autonomous-ai-agents-you-need-to-know-d612a643fa92) By Sophia Yang\n- [2023/03/31] [ChatGPT that learns to use tools(Chinese)](https://zhuanlan.zhihu.com/p/618448188) By Haojie Pan\n\n### Talks\n- [2023/06/05] [Two Paths to Intelligence](https://www.youtube.com/watch?v=rGgGOccMEiY\u0026t=1497s) by Geoffrey Hinton\n- [2023/05/24] [State of GPT](https://www.youtube.com/watch?v=bZQun8Y4L2A) by Andrej Karpathy | OpenAI \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FScarletPan%2Fawesome-autonomous-gpt","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FScarletPan%2Fawesome-autonomous-gpt","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FScarletPan%2Fawesome-autonomous-gpt/lists"}