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 / ...

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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 [ ] [ ] [ ]
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paper 🔥📖 [Oct 2023] ICLR 2024. [ ]
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paper 📖 [Oct 2023] ICLR 2024. [ ]
paper 📖 [Sep 2023] NeurIPS 2023. [ ]
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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. [ ]
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code 328 9 months ago 🔥 [Aug 2023] [ ] [ ]
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paper 🔥📖 [Jun 2023] NeurIPS 2023. [ ] [ ] [ ]
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paper 📖 [Jul 2022] NeurIPS 2022. [ ] [ ] [ ]
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Paper [Nov 2023] CRL WS @ CoRL 2023. [ ]
paper [Oct 2023] arXiv. [ ]
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paper [Jul 2023] Reincarnating RL @ ICLR 2023. [ ]
paper 📖 [Jun 2023] NeurIPS 2023. [ ]
paper [May 2023] arXiv. [ ]
Paper [Nov 2024] , Humanoids 2024. [ ] [ ], [ ]
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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. [ ] [ ]
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paper 🔥📖 [Mar 2023] NeurIPS 2023. [ ] [ ] [ ]
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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 [ ]
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paper [Jul 2023] preprint. [ ] [ ]
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Awesome LLM-Powered Agent / Papers / Human-Agent Interaction
paper [Oct 2023] arXiv. [ ]
paper [Aug 2023] arXiv. [ ]
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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. [ ] [ ]
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paper 📖 [June 2023] NeurIPS 2023. [ ] [ ]

Awesome LLM-Powered Agent / Papers / Survey & Tutorial
paper [Sep 2023] arXiv. [ ]
paper [Sep 2023] arXiv. [ ]
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paper 🔥 [Mar 2023] (Sec. 6.3 - Planning for Complex Task Solving)." arXiv. [ ] [ ]

Awesome LLM-Powered Agent / Open-Source Projects / Autonomous Task Solver Projects
Auto-GPT 169,186 9 months ago An experimental open-source attempt to make GPT-4 fully autonomous
🦜️🔗 LangChain 96,146 9 months ago Building applications with LLMs through composability
GPT Engineer 52,634 10 months ago Specify what you want it to build, the AI asks for clarification, and then builds it
MetaGPT 45,943 9 months ago 🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo
BabyAGI 20,585 11 months ago An AI-powered task management system
L2MAC 79 11 months ago 🚀 The LLM Automatic Computer Framework: L2MAC
Yacana 21 12 months ago 🔭🦙 Powering opensource LLMs with multi-agent chats and builing workflows
Saplings 179 10 months ago – 🌳 Build smarter agents using tree search

Awesome LLM-Powered Agent / Open-Source Projects / Multi-Agent Simulation Projects
AI Town 🏠💻💌 7,801 11 months ago A deployable starter kit for building and customizing your own version of AI town - a virtual town where AI characters live, chat and socialize
GPTeam 1,647 10 months ago An open-source multi-agent simulation
🏟 ChatArena 1,377 over 1 year ago Multi-agent language game environments for LLMs
🤖 AgentVerse 🪐 4,293 about 1 year ago A 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 intelligence Yu Su (OSU), Sep 5, 2023
Introducing XLang: An Open-Source Framework for Building Language Model Agents via Executable Language Grounding XLANG Lab, Aug 9, 2023
What are GPT Agents? A deep dive into the AI interface of the future Learn 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 Risks Shunyu 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 Agents Amazing blog by Lilian Weng (OpenAI), Jun 23, 2023
Personalized Generative AI @ CIKM'23
LLM-Agents-Papers 1,127 about 1 year ago A repo lists papers about LLM role playing, memory mechanism and LLM game playing
LLMAgentPapers 1,960 10 months ago Must-read papers on multiagents of LLMs
awesome-llm-agents 573 10 months ago A curated list of awesome LLM agents

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