awesome-autonomous-gpt

Autonomous AI projects

A curated collection of resources and projects related to autonomous AI agents

A curated list of awesome projects and resources related to autonomous AI agents.

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Awesome Autonomous GPT / Projects / Developer tools

agents5,345almost 2 years ago[2023/09/12] - An Open-source Framework for Autonomous Language Agents
ModelScope-Agent2,779almost 2 years ago[2023/08/10] - An Agent Framework Connecting Models in ModelScope with the World
Gorilla11,564almost 2 years ago[2023/05/25] - An API store for LLMs
AgentVerse4,293about 2 years ago[2023/05/01] - 🤖 AgentVerse 🪐 is designed to facilitate the deployment of multiple LLM-based agents in various applications
BMTools2,907almost 3 years ago[2023/03/31] - Tool Learning for Big Models, Open-Source Solutions of ChatGPT-Plugins
LMQL3,731over 2 years ago[2023/03/09] - A query language for programming (large) language models
Langchain96,146almost 2 years ago[2022/10/25] - ⚡ Building applications with LLMs through composability ⚡

Awesome Autonomous GPT / Projects / Applications

KwaiAgents1,113over 2 years ago[2023/12/08] - A generalized information-seeking agent system with Large Language Models (LLMs)
XAgent8,233about 2 years ago[2023/10/18] - An Autonomous LLM Agent for Complex Task Solving
MemGPT13,324almost 2 years ago[2023/10/12] - Teaching LLMs memory management for unbounded context 📚🦙
autogen35,795almost 2 years ago[2023/09/19] - Enable Next-Gen Large Language Model Applications
GPTeam1,647almost 2 years ago[2023/08/20] - GPTeam uses GPT-4 to create multiple agents who collaborate to achieve predefined goals
OpenAgents4,032almost 2 years ago[2023/08/08] - OpenAgents: An Open Platform for Language Agents in the Wild
DevOpsGPT6,546about 2 years ago[2023/07/24] - 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
gpt-pilot32,067almost 2 years ago[2023/07/18] - Dev tool that writes scalable apps from scratch while the developer oversees the implementation
ShortGPT5,919about 2 years ago[2023/07/08] - 🚀🎬 ShortGPT - An experimental AI framework for automated short/video content creation. Enables creators to rapidly produce, manage, and deliver content using AI and automation
gpt-researcher15,255almost 2 years ago[2023/07/05] - GPT based autonomous agent that does online comprehensive research on any given topic
DemoGPT1,733almost 2 years ago[2023/07/04] - 🧩DemoGPT enables you to create quick demos by just using prompts
MetaGPT45,943almost 2 years ago[2023/06/30] - 🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo
gpt-author2,491over 2 years ago[2023/06/21] - This project utilizes a chain of GPT-4, Stable Diffusion, and Anthropic API calls to generate an original fantasy novel
gpt-engineer52,634almost 2 years ago[2023/06/11] - Specify what you want it to build, the AI asks for clarification, and then builds it
SuperAGI15,596almost 2 years ago[2023/05/16] - <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably
Developer11,841over 2 years ago[2023/05/13] - Human-centric & Coherent Whole Program Synthesis aka your own personal junior developer
AgentGPT32,076almost 2 years ago[2023/04/07] - 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser
BabyAGI20,585almost 2 years ago[2023/04/03] - an example of an AI-powered task management system
AutoGPT169,186almost 2 years ago[2023/03/30] - An experimental open-source attempt to make GPT-4 fully autonomous
TaskMatrix34,555over 2 years ago[2023/03/09] - Connects ChatGPT and a series of Visual Foundation Models to enable sending and receiving images during chatting

Awesome Autonomous GPT / Projects / Benchmarks

AgentBench2,272almost 2 years ago[2023/08/07] - A Comprehensive Benchmark to Evaluate LLMs as Agents
Auto-GPT-Benchmarks277almost 3 years ago[2023/06/18] - A repo built for the purpose of benchmarking the performance of agents, regardless of how they are set up and how they work
ToolBench4,888almost 2 years ago[2023/05/28] - An open platform for training, serving, and evaluating large language model for tool learning

Awesome Autonomous GPT / Articles / Research Papers

Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning[2023/12/22] , Filippos Christianos et al
Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use[2023/12/07] , Yuhan Chen et al
FireAct: Toward Language Agent Fine-tuning[2023/10/09] , Baian Chen et al
Humanoid Agents: Platform for Simulating Human-like Generative Agents[2023/10/09] , Zhiling Wang et al
Cognitive Architectures for Language Agents[2023/09/27] , Theodore R. Sumers et al
The Rise and Potential of Large Language Model Based Agents: A Survey[2023/09/14] , Zhiheng Xi, et al
A Survey on Large Language Model based Autonomous Agents[2023/08/22] , Lei Wang, et al
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework[2023/08/20] , Qingyun Wu, et al
BOLAA: Benchmarking and Orchestrating LLM-Augmented Autonomous Agents[2023/08/11] , Zhiwei Liu, et al
TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage[2023/08/07] , Jingqing Ruan et al
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs[2023/07/31] , Yujia Qin, et al
Communicative Agents for Software Development[2023/07/16] , Chen Qian, et al
Mind2Web: Towards a Generalist Agent for the Web[2023/06/09] , Xiang Deng, et al
Orca: Progressive Learning from Complex Explanation Traces of GPT-4[2023/06/05] , Subhabrata Mukherjee, et al
RecAgent: A Novel Simulation Paradigm for Recommender Systems[2023/06/05] , Lei Wang, et al
Voyager: An Open-Ended Embodied Agent with Large Language Models[2023/05/25] , Guanzhi Wang, et al
ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models[2023/05/23] , Binfeng Xu, et al
Tree of Thoughts: Deliberate Problem Solving with Large Language Models[2023/05/17] , Shunyu Yao, et al
MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers[2023/05/12] , Lili Yu, et al
FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance[2023/05/19] , Lingjiao Chen, et al
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models[2023/05/06] , Lei Wang, et al
Learning to Reason and Memorize with Self-Notes[2023/05/01] , Jack Lanchantin, et al
WizardLM: Empowering Large Language Models to Follow Complex Instructions[2023/04/24] , Can Xu, et al
LLM+P: Empowering Large Language Models with Optimal Planning Proficiency[2023/04/22] , Bo Liu, et al
Generative Agents: Interactive Simulacra of Human Behavior[2023/04/07] , Joon Sung Park, et al
Self-Refine: Iterative Refinement with Self-Feedback[2023/03/30] , Aman Madaan, et al
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in HuggingFace[2023/03/30] , Yongliang Shen, et al
Reflexion: Language Agents with Verbal Reinforcement Learning[2023/03/20] , Noah Shinn, et al
Towards A Unified Agent with Foundation Models[2023/03/04] , Norman Di Palo et al
Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection[2023/02/23] , Sahar Abdelnab, et al
Toolformer: Language Models Can Teach Themselves to Use Tools[2023/02/09] , Timo Schick, et al
LMQL: Prompting Is Programming: A Query Language for Large Language Models[2022/12/12] , Luca Beurer-Kellner, et al
ReAct: Synergizing Reasoning and Acting in Language Models[2022/10/06] , Shunyu Yao, et al
Inner Monologue: Embodied Reasoning through Planning with Language Models[2022/07/20] , Wenlong Huang, et al
Do As I Can, Not As I Say: Grounding Language in Robotic Affordances[2022/04/04] , Michael Ahn, e al
WebGPT: Browser-assisted question-answering with human feedback[2021/12/17] , Reiichiro Nakano, et al
LoRA: Low-Rank Adaptation of Large Language Models[2021/06/17] , Edward J. Hu, et al

Awesome Autonomous GPT / Articles / Blog Articles

A Roadmap of AI Agents(Chinese)[2023/08/14] By Haojie Pan
LLM Powered Autonomous Agents[2023/06/23] By Lilian Weng
A CRITICAL LOOK AT AI-GENERATED SOFTWARE[2023/06/11] By JAIDEEP VAIDYAHAFIZ ASIF
AUTO-GPT: UNLEASHING THE POWER OF AUTONOMOUS AI AGENTS[2023/04/29] By Akash Takyar
Conscious Machines: Experiments, Theory, and Implementations(Chinese)[2023/04/20] By Jiang Zhang
Autonomous Agents & Agent Simulations[2023/04/18] By Langchain
4 Autonomous AI Agents you need to know[2023/04/16] By Sophia Yang
ChatGPT that learns to use tools(Chinese)[2023/03/31] By Haojie Pan

Awesome Autonomous GPT / Articles / Talks

Two Paths to Intelligence[2023/06/05] by Geoffrey Hinton
State of GPT[2023/05/24] by Andrej Karpathy | OpenAI

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