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AI Agents
|最后更新: 2025-2-25
Description
智能体
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在人工智能中，智能体能够感知环境，自主才去行动以实现目标，并可能通过学习或获取知识来提高其表现[1]。
 
AutoGPT：揭开 AI Agent 序幕
Mar 30, 2023
GPTs：OpenAI 开始构建 Agent 生态
Nov 6, 2023

核心问题

单智能体架构（Building）

产品

有Logo代表着重点关注
Name
Website
Description
Launch Time
Star
Company
AgentForge
https://www.agentforge.net/
A low-code framework tailored for the rapid development, testing, and iteration of AI-powered autonomous agents and Cognitive Architectures.
Aug 10, 2023
⭐️
AgentGPT
https://agentgpt.reworkd.ai/zh
A browser-based implementation of AutoGPT, accessible via a no-code platform
Apr 9, 2023
⭐️ ⭐️
Agently
http://agently.tech/
一个大语言模型应用框架，可以用来创建 Agent 实例，并管理他们的人设和记忆
Jul 15, 2023
⭐️
Agents
https://github.com/aiwaves-cn/agents
An Open-source Framework for Autonomous Language Agents
Sep 15, 2023
⭐️
AgentVerse
https://github.com/OpenBMB/AgentVerse
AgentVerse 提供了一个多功能框架，可以简化为大型语言模型 (LLM) 创建自定义多代理环境的过程。
May 1, 2023
⭐️ ⭐️
AskXBOT
https://xbotspace.com/product
助力企业构建基于专家知识的超级自动化
Dec 20, 2023
AutoGen
AutoGen
https://microsoft.github.io/autogen/
A framework that enables development of LLM applications using multiple agents that can converse with each other to solve tasks.
Aug 16, 2023
⭐️ ⭐️ ⭐️
AutoGPT
AutoGPT
https://news.agpt.co/
最火的AI Agents 开源项目，由GPT-4驱动，以自主实现你设定的任何目标
Mar 30, 2023
⭐️ ⭐️ ⭐️ ⭐️
BetterYeah
BetterYeah
https://www.betteryeah.com/
轻松打造业务专家级的 AI工作助手
Sep 1, 2023
⭐️ ⭐️
CAMEL
https://www.camel-ai.org/
Communicative Agents for “Mind” Exploration of Large Language Model Society
Mar 21, 2023
⭐️ ⭐️ ⭐️
ChatDev
https://chatdev.modelbest.cn/
一个基于大型语言模型的易于使用、高度可定制并且可扩展的框架
Jun 30, 2023
⭐️ ⭐️
Coze
Coze
https://www.coze.com/
Coze your way to AI bot creation
Aug 1, 2023
⭐️ ⭐️ ⭐️
Dify
Dify
https://dify.ai
生成式 AI 应用创新引擎
May 15, 2023
⭐️ ⭐️ ⭐️
Fetch
Fetch
https://fetch.ai/
An open platform for the new AI economy
FIXIE
https://app.fixie.ai/
Build, deploy, and manage conversational AI systems that seamlessly blend intelligence with custom data and application UI
Feb 10, 2023
⭐️ ⭐️
kOS
https://kmind.com/os
可编程的个人AI计算机，开启你的AI编程之路
LangChain
LangChain
https://www.langchain.com/
基于大语言模型之上的开发框架
Oct 1, 2022
⭐️ ⭐️ ⭐️ ⭐️
MetaGPT
MetaGPT
https://deepwisdom.ai/
多智能体协作，模拟软件开发公司的工作流程
Jul 13, 2023
⭐️ ⭐️ ⭐️
MindOS
MindOS
https://www.mindos.com/
MindOS 是 Mindverse AI 开发的一个基于大脑启发框架（统一思维模型）的人工智能代理平台，在 MindOS 上可以手捏一个属于自己的 AI Agents。
Jul 3, 2023
⭐️ ⭐️ ⭐️
OpenAgents
https://chat.xlang.ai/zh
An Open Platform for Language Agents in the Wild
Oct 16, 2023
⭐️
Promptly
https://www.trypromptly.com/
Generative AI for Your Enterprise
Feb 3, 2024
⭐️ ⭐️
Relevance
Relevance
https://relevanceai.com/
The fastest way to build supercharged AI Tools
⭐️ ⭐️ ⭐️
Spell
https://spell.so/
需付费，Delegate your tasks to autonomous AI agents in your browser
Jun 15, 2023
🥷
Superagent
https://www.superagent.sh/
The open framework for building AI-assistants
May 12, 2023
⭐️ ⭐️
SuperAGI
SuperAGI
https://superagi.com/
Open-source framework to build, manage and run useful Autonomous AI Agents
May 24, 2023
⭐️ ⭐️ ⭐️
Synthflow
Synthflow
https://synthflow.ai/
Build AI Agents at Scale. No Coding Required!
Apr 27, 2023
⭐️ ⭐️ ⭐️
Agents Develop Platform MAU
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资料

标🌟代表着必读内容
⭐
The Rise and Potential of Large Language Model Based Agents: A Survey
复旦大学、米哈游
Sep 14, 2023
CoALA: Cognitive Architectures for Language Agents
Princeton University
Sep 5, 2023
⭐
A Survey on Large Language Model based Autonomous Agents
中国人民大学
Aug 22, 2023
ProAgent: Building Proactive Cooperative AI with Large Language Models
香港中文大学
Aug 22, 2023
Graph of Thoughts: Solving Elaborate Problems with Large Language Models
ETH Zurich
Aug 18, 2023
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework
Pennsylvania State University
Aug 16, 2023
BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents
Saleforce
Aug 11, 2023
Enhancing Trust in LLM-Based AI Automation Agents: New Considerations and Future Challenges
IBM
Aug 10, 2023
AgentSims: An Open-Source Sandbox for Large Language Model Evaluation
PTA studio
Aug 8, 2023
AgentBench: Evaluating LLMs as Agents
清华大学
Aug 7, 2023
⭐
MetaGPT: Meta Programming for Multi-Agent Collaborative Framework
DeepWisdom
Aug 1, 2023
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
清华大学
Jul 31, 2023
WebArena: A Realistic Web Environment for Building Autonomous Agents
Carnegie Mellon University
Jul 25, 2023
Rex: Rapid exploration and exploitation for ai agents
Saleforce
Jul 18, 2023
Towards A Unified Agent with Foundation Models
DeepMind
Jul 18, 2023
Communicative Agents for Software Development
清华大学
Jul 16, 2023
Dialogue Agents 101: A Beginner's Guide to Critical Ingredients for Designing Effective Conversational Systems
IIIT Delhi
Jul 14, 2023
On the risks and benefits of episodic memory in AI agents
Jul 11, 2023
Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration
Jul 11, 2023
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
Princeton University
Jul 4, 2023
Mind2Web: Towards a Generalist Agent for the Web
The Ohio State University
Jun 9, 2023
⭐
Voyager: An Open-Ended Embodied Agent with Large Language Models
NAVID
May 25, 2023
RAP: Reasoning with Language Model is Planning with World Model
UC San Diego
May 24, 2023
Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Princeton University
May 17, 2023
⭐
Generative Agents: Interactive Simulacra of Human Behavior
斯坦福大学
Apr 7, 2023
⭐
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face
浙江大学
Mar 30, 2023
⭐
Reflexion: Language Agents with Verbal Reinforcement Learning
Northeastern University
Mar 20, 2023
⭐
ReAct: Synergizing Reasoning and Acting in Language Models
Princeton University、Google Brain
Oct 6, 2022
Large Language Models are Zero-Shot Reasoners
Google
May 24, 2022
Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
Google Brain
May 21, 2022
MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning
AI21 Labs
May 1, 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Google
Mar 21, 2022
⭐
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Google
Jan 28, 2022
谈Agent构建平台的设计【2023H2】
孔某人的底维认知
Dec 15, 2023
我们是KMind，志在发明个人AI计算机
道哥的黑板报
Dec 12, 2023
谈复杂Agent策略框架的设计（2）
孔某人的低唯认知
Dec 11, 2023
创业两年，被风口拍得酸爽
Kisson
Dec 5, 2023
从大模型到Agent会改变的游戏规则
琢磨事
Dec 1, 2023
AI Agent，为什么是AIGC最后的杀手锏？
腾讯研究院
Nov 20, 2023
Atom Capital：AI最大赛道Agent机遇全解析
Atom Capital
Nov 15, 2023
⭐
AI即将彻底改变你使用计算机的方式
Bill Gates
Nov 13, 2023
用户虚拟Agent代理的实现思路，及反思传统个性化系统
孔某人的低维认知
Nov 8, 2023
Chat 向左，Agent 向右
李博杰
Oct 22, 2023
⭐
从第一性原理看大模型Agent技术
邓范鑫
Oct 20, 2023
⭐
AI Agent的千亿美金问题：如何重构10亿知识工作职业，掀起软件生产革命？
海外独角兽
Oct 13, 2023
对话陶芳波：AI Agent引擎+出海，做AGI时代的那艘大船
出海相对论
Sep 6, 2023
基于大语言模型的AI Agents
Breezedeus
Sep 1, 2023
32个AI Agent的综合分析，助你全面了解智能体与大语言模型结合的最新进展
Aug 25, 2023
10个具有代表性的AI-Agents，将如何改变互联网/重塑Web3
VION WILLIAMS
Aug 2, 2023
Enable Foundation Models to Complete Tasks With Agents for Amazon Bedrock
AWS Blog
Jul 26, 2023
AI Agents 可能是改变互联网的软件终极形态
Founder Park
Jul 15, 2023
什么是AI Agents？深入了解未来的 AI 界面
Logan Kilpatrick
Jul 5, 2023
⭐
LLM Powered Autonomous Agents
Lilian Weng
Jun 27, 2023
GPTeam: A multi-agent simulation
LangChain
Jun 5, 2023
AutoGPT 运行原理解析
郑海波
Apr 26, 2023
The Complete Beginners Guide To Autonomous Agents
Matt Schlicht
Apr 24, 2023
The Anatomy of Autonomy: Why Agents are the next AI Killer App after ChatGPT
SWYX
Apr 19, 2023
AutoGPT 与 LLM Agent 解析
字节
Apr 18, 2023
Autonomous Agents & Agent Simulations
LangChain
Apr 18, 2023
Andrej Karpathy：AI agents are inspiring but may still take years to build product
Jul 9, 2023
 
AI Agent 的真相和未来
Aug 17, 2023
 
其他：
[1] wikipedia：Intelligent_agent
Awesome AI Agents: Public list of AI products, assistants and apps.
LLMAgentPapers
zjunlp • Updated May 5, 2025
LLM-Agent-Survey
Paitesanshi • Updated May 4, 2025
awesome-ai-sdks
e2b-dev • Updated May 4, 2025
：A database of SDKs, frameworks, libraries, and tools for creating, monitoring, debugging and deploying autonomous AI agents
awesome-autonomous-gpt
ScarletPan • Updated Apr 21, 2025
ToolLearningPapers
thunlp • Updated Apr 18, 2025
 
 
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