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awesome-llm-powered-agent
Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...
https://github.com/hyp1231/awesome-llm-powered-agent
Last synced: 5 days ago
JSON representation
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Papers
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Autonomous Task Solver
- Oct 2023
- Oct 2023
- Sep 2023
- Sep 2023
- Sep 2023
- Aug 2023
- Aug 2023
- Aug 2023 - ed/llm-dp)]
- Aug 2023
- May 2023
- May 2023
- May 2022 - reasoners)] [[project page](https://www.llm-reasoners.net/)]
- May 2023
- May 2023
- Apr 2023 - XIX/llm-pddl)]
- Mar 2023
- Dec 2022 - lab/Pangu)]
- Oct 2022 - lm.github.io)]
- Oct 2023
- Oct 2023 - NLP/DyLAN)]
- Oct 2023
- Oct 2023
- Sep 2023 - Abdelnabi/LLM-Deliberation)]
- Sep 2023 - agent-framework)] [[project page](https://yongchao98.github.io/MIT-REALM-Multi-Robot)]
- Sep 2023
- Sep 2023
- Aug 2023 - proagent.github.io)]
- Aug 2023
- Aug 2023
- Aug 2023 - pyh/LOGICOM)]
- Aug 2023
- Aug 2023 - GPT)]
- Aug 2023 - AI/Gentopia)] [[project page](https://gentopia-ai.github.io/Gentopia-AI-Homepage)]
- Aug 2023
- Jul 2023
- Jul 2023 - Performance-Prompting)]
- Jul 2023 - collab)] [[project page](https://project-roco.github.io)]
- Jul 2023
- Jul 2023 - Foundation-Model/Co-LLM-Agents)] [[project page](https://vis-www.cs.umass.edu/Co-LLM-Agents)]
- Jun 2023
- Jun 2023
- May 2023 - Agents-Debate)]
- May 2023 - ToolMaker)]
- May 2023 - models/llm_multiagent_debate)] [[project page](https://composable-models.github.io/llm_debate)]
- May 2023
- May 2023 - Bargaining)]
- Oct 2023 - ai/OpenAgents)]
- Sep 2023 - AI/AutoAgents)]
- Sep 2023 - cn/agents)] [[project page](http://www.aiwaves-agents.com)]
- Sep 2023 - language-agents)]
- Aug 2023
- Sep 2023 - UI)]
- Sep 2023
- Jul 2023 - arena-x/webarena)] [[project page](https://webarena.dev)]
- Jul 2023
- Jun 2023 - NLP-Group/Mind2Web)] [[project page](https://osu-nlp-group.github.io/Mind2Web)]
- May 2023
- May 2023 - LANCE/Mobile-Env)]
- Apr 2023
- Mar 2023 - agent)] [[project page](https://posgnu.github.io/rci-web)]
- Jul 2022 - nlp/WebShop)] [[project page](https://webshop-pnlp.github.io)]
- Oct 2023
- Sep 2023
- Aug 2023
- Jul 2023
- Jul 2023
- Jun 2023
- May 2023
- Oct 2023 - icler/PCA-EVAL)] [[project page](https://pca-eval.github.io)]
- Oct 2023
- Sep 2023 - group/chat-with-nerf)] [[project page](https://chat-with-nerf.github.io)]
- Sep 2023 - llm)]
- Sep 2023 - VanY0YqL8hVpkN4Xvg3PdZlStBb)]
- Sep 2023
- Sep 2023
- Jul 2023
- Aug 2023
- Jul 2023
- Jun 2023 - AMMI/LLM4RL)]
- May 2023
- May 2023
- May 2023
- Feb 2023 - Planner)]
- Feb 2023
- Jan 2023
- Dec 2022 - lab.github.io/LLM-Planner)]
- Oct 2023
- Oct 2023
- Sep 2023 - Gjx/Suspicion-Agent)]
- Aug 2023
- Jul 2023
- May 2023
- May 2023 - research/clembench)]
- Apr 2023
- Mar 2023 - ai/camel)] [[project page](https://www.camel-ai.org)]
- Oct 2023
- Oct 2023
- Oct 2023
- Oct 2023
- Oct 2023
- Oct 2023
- Oct 2023
- Sep 2023
- Sep 2023
- Sep 2023
- Sep 2023
- Sep 2023
- Sep 2023
- Sep 2023
- Sep 2023 - agent)] [[demo](https://modelscope.cn/studios/damo/ModelScopeGPT/summary)]
- Aug 2023
- Aug 2023
- Aug 2023
- Aug 2023 - 3951)]
- Aug 2023
- [paper
- Aug 2023
- Jun 2023
- Apr 2023
- Mar 2023
- Aug 2023
- Dec 2023
- Dec 2023
- April 2024 - science/comm-prompt)]
- Jul 2024 - vipa/Odyssey)]
- Apr 2024
- [paper - FLAN)] [[project page](https://internlm.github.io/Agent-FLAN/)]
- Jan 2024
- Feb 2024 - ai/agent-trust)] [[project page](https://www.camel-ai.org/research/agent-trust)]
- May 2023
- Dec 2023 - tool.github.io/)] [[project page](https://clova-tool.github.io/)]
- Nov 2023 - generalist.github.io/)] [[project page](https://embodied-generalist.github.io/)]
- Nov 2023 - 1)] [[project page](https://craftjarvis-jarvis1.github.io/)]
- May 2023 - World-Models-for-Planning)] [[project page](https://guansuns.github.io/pages/llm-dm)]
- Oct 2023
- May 2023
- Jan 2024 - chen.github.io/EHR-Agent-page/)]
- Sep 2023
- May 2024
- May 2024
- [paper
- Oct 2023
- Oct 2023 - LLM)]
- May 2024 - zhao/Agentic-Skill-Discovery)] [[project page](https://agentic-skill-discovery.github.io/)]
- May 2024
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Human Interaction Simulation
- Sep 2023
- Oct 2023
- Oct 2023
- Oct 2023 - arena)] [[project page](https://auction-arena.github.io)]
- Oct 2023
- Aug 2023
- Aug 2023 - agents)]
- Aug 2023
- Jul 2023
- Jul 2023 - 23)]
- Jul 2023
- Jul 2023 - Epidemic)]
- Jul 2023 - agents)]
- Jun 2023 - GSAI/YuLan-Rec)]
- May 2023
- May 2023
- Apr 2023
- Apr 2023 - research/generative_agents)]
- Jan 2024
- Mar 2024
- Oct 2023
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Human-Agent Interaction
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Agents-Powered LLMs
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Benchmark
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Survey & Tutorial
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Open-Source Projects
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Autonomous Task Solver Projects
- Auto-GPT Stars - GPT](https://github.com/Significant-Gravitas/Auto-GPT) - An experimental open-source attempt to make GPT-4 fully autonomous.
- LangChain Stars - ai/langchain) - Building applications with LLMs through composability.
- GPT Engineer Stars - engineer) - Specify what you want it to build, the AI asks for clarification, and then builds it.
- BabyAGI Stars - An AI-powered task management system.
- L2MAC Stars - 🚀 The LLM Automatic Computer Framework: L2MAC
- Yacana Stars - 🔭🦙 Powering opensource LLMs with multi-agent chats and builing workflows.
- MetaGPT Stars - 🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo.
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Multi-Agent Simulation Projects
- AI Town Stars - infra/ai-town) - 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 Stars - An open-source multi-agent simulation.
- ChatArena Stars - Multi-agent language game environments for LLMs.
- AgentVerse Stars - A flexible framework that simplifies the process of building custom multi-agent environments for large language models (LLMs).
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Perspectives
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Multi-Agent Simulation Projects
- 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.
- LLM Powered Autonomous Agents - Amazing blog by Lilian Weng (OpenAI), Jun 23, 2023.
- KokoMind: Can LLMs Understand Social Interactions? - Imagine an AI 🤖 at a cocktail party 🍻, Weiyan Shi (Columbia) et al., Jul, 2023
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Other Related Sources
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Multi-Agent Simulation Projects
- Personalized Generative AI
- LLM-Agents-Papers - A repo lists papers about LLM role playing, memory mechanism and LLM game playing.
- LLMAgentPapers - Must-read papers on multiagents of LLMs.
- awesome-llm-agents - A curated list of awesome LLM agents.
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Acknowledgement
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Multi-Agent Simulation Projects
- Yupeng Hou
- @ctlllll - Song793](https://github.com/Yifan-Song793)), Xinya Du ([@xinyadu](https://github.com/xinyadu)), Binfeng Xu ([@billxbf](https://github.com/billxbf)), Xuanhe Zhou ([@zhouxh19](https://github.com/zhouxh19)), Boyuan Zheng ([@boyuanzheng010](https://github.com/boyuanzheng010)), Qiao Jin ([@Andy-jqa](https://github.com/Andy-jqa)), Shenao Zhang ([@shenao-zhang](https://github.com/shenao-zhang)), Yu Gu ([@entslscheia](https://github.com/entslscheia)), Zhibin Gou ([@ZubinGou](https://github.com/ZubinGou)), Fan Zhou ([@koalazf99](https://github.com/koalazf99)), Ziniu Hu ([@acbull](https://github.com/acbull)), Yangjun Ruan ([@ryoungj](https://github.com/ryoungj)), Zhiyuan Hu ([@zhiyuanhubj](https://github.com/zhiyuanhubj)), Qinlin Zhao ([@icecream-and-tea](https://github.com/icecream-and-tea)), Lucio La Cava ([@luciolcv](https://github.com/luciolcv)), Zehui Chen ([@zehuichen123](https://github.com/zehuichen123)), Rishi Hazra ([@RishiHazra](https://github.com/RishiHazra)), Lin Guan ([@GuanSuns](https://github.com/GuanSuns)), Yuchen Zhuang ([@night-chen](https://github.com/night-chen)), Xuhui Zhou ([@XuhuiZhou](https://github.com/XuhuiZhou)), Samuel Holt ([@samholt](https://github.com/samholt)) and many others for their kind suggestions and contributions. ❤️
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Programming Languages
Categories
Sub Categories
Keywords
agents
3
nlp
2
llm
2
large-language-models
2
paper-list
2
chatgpt
1
deep-learning
1
gpt-4
1
language-model
1
neural-network
1
llm-agent
1
agent
1
awsome-list
1
environment
1
in-context-learning
1
instruction-following
1
interactive
1
multiagent-systems
1
natural-language-processing
1
prompt
1
review
1
survey
1
surveys
1
langchain
1