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 337–360 个，共 426 个

patoles

agent-flow

★ 1,647

Real-time visualization of Claude Code agent orchestration — see your agents think, branch, and coordinate as they work.

TypeScript

mediar-ai

terminator

★ 1,639

playwright for windows computer use

Rust

fetchai

uAgents

★ 1,636

A fast and lightweight framework for creating decentralized agents with ease.

Python

nasa-jpl

rosa

★ 1,632

ROSA 🤖 is an AI Agent designed to interact with ROS1- and ROS2-based robotics systems using natural language queries. ROSA helps robot developers inspect, diagnose, understand, and operate robots.

Python

pguso

rag-from-scratch

★ 1,629

Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.

JavaScript

NirDiamant

Controllable-RAG-Agent

★ 1,624

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.

Jupyter Notebook

pixeltable

★ 1,623

The unified multimodal backend for AI data apps. Database, orchestration, and serving in one Python file.

Python

lucasastorian

llmwiki

★ 1,615

Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !

Python

shiwenwen

hope-agent

★ 1,603

🦭 会记忆、能持续推进目标、会动态编排多 Agent 的跨端桌面 AI 助手，也可服务化常驻 NAS / 云端 | A cross-device desktop AI agent with memory, autonomous goals, dynamic workflows, and headless deployment

Rust

MeetKai

functionary

★ 1,596

Chat language model that can use tools and interpret the results

Python

Kaelio

ktx

★ 1,593

ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, or other AI agents to query analytical databases accurately and with full context of your company

TypeScript

OpenOSINT

★ 1,590

AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 19 tools. Works with Claude, GPT-4, or local models. For authorized security research only.

Python

mex-memory

mex

★ 1,585

Team memory for engineers and their AI agents. Lives in your repo. Shared through Git.

TypeScript

BAI-LAB

MemoryOS

★ 1,579

[EMNLP 2025 Oral] MemoryOS is designed to provide a memory operating system for personalized AI agents.

Python

openedclaude

claude-reviews-claude

★ 1,577

Claude reads its own source code — 17-chapter architectural deep-dive into Claude Code v2.1.88. EN/ZH bilingual.

MLSysOps

🤖 MLE-Agent: Your intelligent companion for seamless AI engineering and research. 🔍 Integrate with arxiv and paper with code to provide better code/research plans 🧰 OpenAI, Anthropic, Gemini, Ollama, etc supported. :fireworks: Code RAG

Python