awesome-llm-powered-agent

Agent libraries

An exhaustive collection of resources on LLM-powered agents for software developers and researchers.

Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...

GitHub

2k stars
49 watching
136 forks
last commit: almost 2 years ago
Linked from 1 awesome list

awesome-listchatgptembodied-agentembodied-aifoundation-modelfoundation-modelsgenerative-agentsgenerative-aigenerative-modelgenerative-modelsgpt-4large-language-modellarge-language-modelsllmllm-powered-agentsllms

Awesome LLM-Powered Agent / Papers / Autonomous Task Solver

paper🔥 [May 2024] ICML 2024. [ ] [ ]
paper🔥 [Mar 2024] arXiv. [ ] [ ] [ ]
paper[Dec 2023] arXiv. [ ] [ ] [ ]
paper📖 [Dec 2023] AAAI 2024 [ ] [ ] [ ]
paper[Oct 2023] arXiv. [ ] [ ] [ ]
paper🔥📖 [Oct 2023] ICLR 2024. [ ]
paper[Oct 2023] arXiv. [ ]
paper📖 [Oct 2023] ICLR 2024. [ ]
paper📖 [Sep 2023] NeurIPS 2023. [ ]
paper[Sep 2023] arXiv. [ ] [ ] [ ]
paper[Sep 2023] arXiv. [ ]
paper[Aug 2023] arXiv. [ ]
paper[Aug 2023] arXiv. [ ]
paper[Aug 2023] arXiv. [ ] [ ]
paper[Aug 2023] arXiv. [ ]
paper🔥 [May 2023] arXiv. [ ] [ ]
paper📖 [May 2023] NeurIPS 2023. [ ] [ ] [ ]
paper📖 [May 2023] NeurIPS 2023. [ ] [ ]
paper🔥📖 [May 2022] EMNLP 2023. [ ] [ ] [ ]
paper📖 [May 2023] NeurIPS 2023. [ ] [ ] [ ]
paper📖 [May 2023] EMNLP 2023 Findings. [ ] [ ]
paper[May 2023] arXiv. [ ] [ ]
paper🔥 [Apr 2023] arXiv. [ ] [ ]
paper🔥📖 [Mar 2023] NeurIPS 2023. [ ] [ ]
paper📖 [Dec 2022] ACL 2023. [ ] [ ]
paper🔥📖 [Oct 2022] ICLR 2023. [ ] [ ] [ ]
paper[Aug 2024] Qian Wang (NUS) et al.* arXiv. [ ]
paper[May 2024] Razan Baltaji (UIUC) et al.* arXiv. [ ] [ ]
paper[April 2024] Pei Chen (TAMU) et al.* NAACL 2024. [ ] [ ]
paper📖 [Jan 2024] ICLR 2024. [ ] [ ] [ ]
paper[Oct 2023] arXiv. [ ]
paper[Oct 2023] arXiv. [ ] [ ]
paper[Oct 2023] arXiv. [ ] [ ]
paper[Oct 2023] arXiv. [ ] [ ]
paper[Sep 2023] arXiv. [ ] [ ]
paper[Sep 2023] arXiv. [ ] [ ] [ ]
paper[Sep 2023] arXiv. [ ] [ ]
paper[Sep 2023] arXiv. [ ] [ ] [ ]
paper[Aug 2023] arXiv. [ ] [ ]
paper🔥 [Aug 2023] arXiv. [ ] [ ]
paper[Aug 2023] arXiv. [ ]
paper[Aug 2023] arXiv. [ ] [ ]
paper[Aug 2023] arXiv. [ ] [ ]
paper[Aug 2023] arXiv. [ ] [ ]
paper[Aug 2023] arXiv. [ ] [ ] [ ]
paper🔥 [Aug 2023] arXiv. [ ] [ ]
paper[Jul 2023] arXiv. [ ] [ ][ ]
paper[Jul 2023] arXiv. [ ] [ ]
paper[Jul 2023] arXiv. [ ] [ ] [ ]
paper[Jul 2023] arXiv. [ ]
paper[Jul 2023] arXiv. [ ] [ ] [ ]
paper[Jun 2023] arXiv. [ ] [ ]
paper[Jun 2023] arXiv. [ ]
paper[May 2023] arXiv. [ ] [ ]
paper🔥 [May 2023] arXiv. [ ] [ ]
paper[May 2023] arXiv. [ ] [ ] [ ]
paper[May 2023] arXiv. [ ]
paper[May 2023] arXiv. [ ] [ ]
paper🔥 [Oct 2023] arxiv. [ ] [ ]
paper🔥 [Sep 2023] arXiv. [ ] [ ]
paper🔥 [Sep 2023] arXiv. [ ] [ ] [ ]
paper🔥 [Sep 2023] arXiv. [ ] [ ]
paper🔥 [Aug 2023] arXiv. [ ] [ ] [ ]
code328almost 2 years ago🔥 [Aug 2023] [ ] [ ]
paper[Sep 2023] arXiv. [ ] [ ]
paper[Sep 2023] arXiv. [ ] [ ]
paper🔥 [Jul 2023] arXiv. [ ] [ ] [ ]
paper[Jul 2023] arXiv. [ ]
paper🔥📖 [Jun 2023] NeurIPS 2023. [ ] [ ] [ ]
paper[May 2023] arXiv. [ ]
paper[May 2023] arXiv. [ ] [ ]
paper📖 [Apr 2023] arXiv. [ ]
paper[Mar 2023] arXiv. [ ] [ ] [ ]
paper📖 [Jul 2022] NeurIPS 2022. [ ] [ ] [ ]
paper[May 2024] arXiv. [ ] [ ] [ ]
paper[May 2024] arXiv. [ ]
Paper[Nov 2023] CRL WS @ CoRL 2023. [ ]
paper[Oct 2023] arXiv. [ ]
paper[Sep 2023] arXiv. [ ]
paper[Aug 2023] arXiv. [ ] [ ]
paper[Jul 2023] arXiv. [ ]
paper[Jul 2023] Reincarnating RL @ ICLR 2023. [ ]
paper📖 [Jun 2023] NeurIPS 2023. [ ]
paper[May 2023] arXiv. [ ]
Paper[Nov 2024] , Humanoids 2024. [ ] [ ], [ ]
paper[Jul 2024] arXiv. [ ] [ ]
paper[Nov 2023] arXiv. [ ] [ ] [ ]
paper[Nov 2023] arXiv. [ ] [ ] [ ]
paper[Oct 2023] arXiv. [ ] [ ] [ ]
paper[Oct 2023] arXiv. [ ] [ ]
paper[Sep 2023] arXiv. [ ] [ ] [ ]
paper[Sep 2023] arXiv. [ ] [ ]
paper[Sep 2023] arXiv. [ ] [ ]
paper[Sep 2023] arXiv. [ ]
paper[Sep 2023] arXiv. [ ]
paper[Jul 2023] arXiv. [ ] [ ]
paper[Aug 2023] arXiv. [ ]
paper[Jul 2023] arXiv. [ ] [ ] [ ]
paper[Jun 2023] arXiv. [ ] [ ]
paper🔥 [May 2023] arXiv. [ ] [ ]
paper🔥 [May 2023] arXiv. [ ] [ ] [ ]
paper[May 2023] arXiv. [ ]
paper📖 [Feb 2023] NeurIPS 2023. [ ] [ ]
paper[Feb 2023] LaReL @ NeurIPS 2022. [ ]
paper[Jan 2023] ICML 2023. [ ] [ ] [ ]
paper📖 [Dec 2022] ICCV 2023. [ ] [ ]
paper📖 [May 2024] Findings of ACL 2024. [ ] [ ] [ ]
paper[Oct 2023] arXiv. [ ] [ ]
paper[Oct 2023] arXiv. [ ]
paper[Oct 2023] arXiv. [ ]
paper[Sep 2023] arXiv. [ ] [ ] [ ]
paper[Sep 2023] arXiv. [ ] [ ]
paper[Aug 2023] arXiv. [ ]
paper[Jul 2023] arXiv. [ ]
paper[May 2023] arXiv. [ ]
paper[May 2023] arXiv. [ ] [ ]
paper[Apr 2023] arXiv. [ ] [ ]
paper🔥📖 [Mar 2023] NeurIPS 2023. [ ] [ ] [ ]
paper[May 2024] arXiv. [ ] [ ] [ ]
paper[Apr 2024] arXiv. [ ] [ ]
paper[Jan 2024] arXiv. [ ] [ ] [ ]
paper[Oct 2023] arXiv. [ ] [ ]
paper[Oct 2023] arXiv. [ ]
paper[Oct 2023] arXiv. [ ]
paper[Oct 2023] arXiv. [ ]
paper[Oct 2023] arXiv. [ ]
paper[Oct 2023] arXiv. [ ] [ ]
paper[Oct 2023] arXiv. [ ]
paper🔥 [Sep 2023] arXiv. [ ] [ ] [ ]
paper[Sep 2023] arXiv. [ ]
paper[Sep 2023] arXiv. [ ]
paper[Sep 2023] arXiv. [ ]
paper[Sep 2023] arXiv. [ ]
paper[Sep 2023] arXiv. [ ]
paper[Sep 2023] arXiv. [ ]
paper🔥 [Sep 2023] arXiv. [ ] [ ] [ ]
paper[Aug 2023] arXiv. [ ] [ ]
paper[Aug 2023] arXiv. [ ]
paper[Aug 2023] arXiv. [ ]
paper[Aug 2023] arXiv. [ ] [ ]
paper[Aug 2023] arXiv. [ ]
paper[Aug 2023] arXiv. [ ]
paper[Aug 2023] arXiv. [ ]
paper[Jun 2023] arXiv. [ ]
paper[Apr 2023] arXiv. [ ] [ ]
paper🔥 [Mar 2023] arXiv. [ ] [ ]
paper[Feb 2024] arXiv. [ ] [ ] [ ]
paper[Sep 2023] arXiv. [ ] [ ] [ ] [ ]
paper[Aug 2023] AutoMate @ IJCAI 2023. [ ]

Awesome LLM-Powered Agent / Papers / Human Interaction Simulation

paper[Dec 2024] arXiv. [ ]
paper[Mar 2024] arXiv. [ ] [ ]
paper[Jan 2024] arXiv. [ ]
paper🔥 [Oct 2023] *Xuhui Zhou (CMU) et al.*ICLR [ ]
paper[Oct 2023] arXiv. [ ]
paper[Oct 2023] arXiv. [ ]
paper[Oct 2023] arXiv. [ ] [ ] [ ]
paper[Oct 2023] arXiv. [ ]
paper[Sep 2023] arXiv. [ ] [ ] [ ] [ ]
paper[Sep 2023] arXiv. [ ]
paper[Aug 2023] arXiv. [ ]
paper[Aug 2023] arXiv. [ ] [ ]
paper🔥 [Aug 2023] arXiv. [ ] [ ] [ ]
paper[Jul 2023] arXiv. [ ]
paper[Jul 2023] arXiv. [ ] [ ]
paper[Jul 2023] arXiv. [ ]
paper[Jul 2023] arXiv. [ ] [ ]
paper[Jul 2023] preprint. [ ] [ ]
paper[Jun 2023] arXiv. [ ] [ ]
paper[May 2023] arXiv. [ ]
paper[May 2023] arXiv. [ ]
paper[Apr 2023] arXiv. [ ] [ ] [ ]
paper🔥 [Apr 2023] arXiv. [ ] [ ]

Awesome LLM-Powered Agent / Papers / Human-Agent Interaction

paper[Oct 2023] arXiv. [ ]
paper[Aug 2023] arXiv. [ ]
paper[Aug 2023] arXiv. [ ]
paper[Jul 2023] arXiv. [ ]

Awesome LLM-Powered Agent / Papers / Agents-Powered LLMs

paper[Oct 2023] arXiv. [ ] [ ]
paper[Oct 2023] arXiv. [ ]
paper🔥 [May 2023] arXiv. [ ] [ ]
paper📖 [May 2023] NeurIPS 2023. [ ] [ ]

Awesome LLM-Powered Agent / Papers / Benchmark

paper📖 [Jul 2024] ACL 2024. [ ] [ ] [ ]
paper[Dec 2023] arXiv. [ ] [ ] [ ]
paper[Nov 2023] *Lin Xu et al.(NUS, ByteDance, Stanford & UC Berkeley) * arXiv. [ ] [ ]
paper[Oct 2023] arXiv. [ ]
paper[Oct 2023] arXiv. [ ] [ ]
paper[Oct 2023] arXiv. [ ] [ ]
paper[Oct 2023] arXiv. [ ] [ ]
paper[Sep 2023] arXiv. [ ] [ ] [ ] [ ]
paper[Aug 2023] arXiv. [ ] [ ]
paper🔥 [Aug 2023] arXiv. [ ] [ ] [ ]
paper[Aug 2023] arXiv. [ ]
paper📖 [June 2023] NeurIPS 2023. [ ] [ ]

Awesome LLM-Powered Agent / Papers / Survey & Tutorial

paper[Sep 2023] arXiv. [ ]
paper[Sep 2023] arXiv. [ ]
paper🔥 [Sep 2023] arXiv. [ ] [ ]
paper🔥 [Aug 2023] arXiv. [ ] [ ]
paper🔥 [Mar 2023] (Sec. 6.3 - Planning for Complex Task Solving)." arXiv. [ ] [ ]

Awesome LLM-Powered Agent / Open-Source Projects / Autonomous Task Solver Projects

Auto-GPT169,186almost 2 years agoAn experimental open-source attempt to make GPT-4 fully autonomous
🦜️🔗 LangChain96,146almost 2 years agoBuilding applications with LLMs through composability
GPT Engineer52,634almost 2 years agoSpecify what you want it to build, the AI asks for clarification, and then builds it
MetaGPT45,943almost 2 years ago🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo
BabyAGI20,585almost 2 years agoAn AI-powered task management system
L2MAC79almost 2 years ago🚀 The LLM Automatic Computer Framework: L2MAC
Yacana21almost 2 years ago🔭🦙 Powering opensource LLMs with multi-agent chats and builing workflows
Saplings179almost 2 years ago– 🌳 Build smarter agents using tree search

Awesome LLM-Powered Agent / Open-Source Projects / Multi-Agent Simulation Projects

AI Town 🏠💻💌7,801almost 2 years agoA deployable starter kit for building and customizing your own version of AI town - a virtual town where AI characters live, chat and socialize
GPTeam1,647almost 2 years agoAn open-source multi-agent simulation
🏟 ChatArena1,377over 2 years agoMulti-agent language game environments for LLMs
🤖 AgentVerse 🪐4,293about 2 years agoA flexible framework that simplifies the process of building custom multi-agent environments for large language models (LLMs)

Awesome LLM-Powered Agent / Perspectives

Language agents: a critical evolutionary step of artificial intelligenceYu Su (OSU), Sep 5, 2023
Introducing XLang: An Open-Source Framework for Building Language Model Agents via Executable Language GroundingXLANG Lab, Aug 9, 2023
What are GPT Agents? A deep dive into the AI interface of the futureLearn why Agents are a core part of the future of AI, Logan Kilpatrick (OpenAI), Jul 25, 2023
Language Agents in the Digital World: Opportunities and RisksShunyu Yao (Princeton) et al., Jul 24, 2023
KokoMind: Can LLMs Understand Social Interactions?Imagine an AI 🤖 at a cocktail party 🍻, Weiyan Shi (Columbia) et al., Jul, 2023
LLM Powered Autonomous AgentsAmazing blog by Lilian Weng (OpenAI), Jun 23, 2023
Personalized Generative AI@ CIKM'23
LLM-Agents-Papers1,127about 2 years agoA repo lists papers about LLM role playing, memory mechanism and LLM game playing
LLMAgentPapers1,960almost 2 years agoMust-read papers on multiagents of LLMs
awesome-llm-agents573almost 2 years agoA curated list of awesome LLM agents

Backlinks from these awesome lists:

More related projects: