AI 频道
AI 智能体

开源 AI 智能体

AI 智能体是一种用大模型决定下一步做什么的程序:它会调用浏览器、代码解释器或 API 等工具,反复执行,直到任务完成。这里的项目既有用来搭建自己智能体的框架,也有能写代码、浏览网页或运行业务流程的现成智能体。

怎么选

比较时看三点:能用哪些模型——只支持一家服务商,还是任何兼容 OpenAI 接口的端点(包括本地模型);怎么限制智能体能做的事——沙箱、审批步骤、权限清单;以及它能否在步骤之间、会话之间保留记忆。会执行代码或命令行的智能体应该在沙箱里运行,给它访问你电脑的权限之前先确认这一点。

Star 最多的项目

第 25–48 个,共 426 个
labring

FastGPT

29,658

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

TypeScript
NirDiamant

RAG_Techniques

29,490

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

Jupyter Notebook
decolua

9router

28,868

Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK -40% tokens, never hit limits.

JavaScript
mastra-ai

mastra

28,068

Mastra is the modern TypeScript framework for AI-powered applications and agents.

TypeScript
27,213

Fully Local Manus AI. No APIs, No $200 monthly bills. Enjoy an autonomous agent that thinks, browses the web, and code for the sole cost of electricity.

Python
manaflow-ai

cmux

27,128

cmux 是一款基于 Ghostty 的开源 macOS 终端,提供垂直标签页和通知提示圈,当 AI 编程智能体需要关注时会亮起提醒。

Swift
vercel

ai

26,761

The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents

TypeScript
liguodongiot

llm-action

25,054

本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)

HTML
letta-ai

letta

24,752

Platform for stateful agents: AI with advanced memory that can learn and self-improve over time.

vxcontrol

pentagi

24,391

PentAGI 是一套可自行托管的全自主 AI 智能体系统,可执行复杂的渗透测试任务,支持 OpenAI、Anthropic、Ollama 等多家 LLM 提供商。

Go
NirDiamant

GenAI_Agents

24,294

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

Jupyter Notebook
Tencent

WeKnora

23,952

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

Go
AccumulateMore

CV

23,709

✅(已完结)超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

Jupyter Notebook
comet-ml

opik

22,040

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Python
21,544

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Python
21,459

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

Jupyter Notebook
20,695

🎭 277 个即插即用的 AI 专家角色 — 支持 Claude Code/Cursor/Copilot 等 20 种工具,覆盖工程/设计/营销/金融等 20 个部门。含 64 个中国市场原创智能体(小红书/抖音/微信/飞书/钉钉/Qt 上位机/机械设计)。搭配编排器 agency-orchestrator,一句话即可让多位专家按 DAG 自动协作。

Shell
liyupi

ai-guide

19,991

程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude / GLM)、最新 AI 资讯、Prompt 提示词大全、AI 知识百科(Agent Skills / RAG / MCP / A2A)、AI 编程教程(Harness Engineering)、AI 工具用法(Cursor / Claude Code / TRAE / Codex / Copilot)、AI 开发框架教程(Spring AI / LangChain)、AI 产品变现指南,帮你快速掌握 AI 技术,走在时代前沿。本项目为开源文档 aiguide,已升级为鱼皮 AI 导航网站

JavaScript
eosphoros-ai

DB-GPT

19,968

open-source agentic AI data assistant for the next generation of AI + Data products.

Python
datawhalechina

easy-vibe

19,420

💻 vibe coding 101|The first course for AI-native product builders.

JavaScript
emcie-co

parlant

18,288

Build reliable customer-facing AI agents with Parlant: an interaction control harness optimized for controlled, consistent, and predictable LLM interactions.

Python
arc53

DocsGPT

18,263

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.

Python
langbot-app

LangBot

17,831

Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ / Matrix e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, GLM, Ollama, SiliconFlow, Moonshot, openclaw / hermes agent, deerflow

Python
GoogleCloudPlatform

generative-ai

17,706

Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform

Jupyter Notebook