開源大型語言模型應用與框架

NirDiamant

agents-towards-production

★ 21,459

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

stefan-jansen

machine-learning-for-trading

★ 20,908

交易機器學習程式碼，第三版，從資料來源到即時執行。

jnMetaCode

agency-agents-zh

★ 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。

KKKKhazix

khazix-skills

★ 20,660

數位生命卡茲克的AI技能開源合集 |特工技能：純粹的潔癖（文檔/內存清零）、hv 分析、khazix-writer 等、Claude Code、Codex 和 40 多個特工。

SWE-agent

SWE-agent

★ 20,326

SWE-agent 接收 GitHub 問題並嘗試使用您選擇的 LM 自動修復它。它還可以用於進攻性網路安全或競爭性編碼挑戰。 [NeurIPS 2024]。

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

eosphoros-ai

DB-GPT

★ 19,968

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

pydantic

pydantic-ai

★ 19,961

AI 代理框架，Pydantic 方式。然而，儘管幾乎每個 Python 代理框架和 LLM 庫都使用 Pydantic Validation，但當我們開始在 Pydantic Logfire 中使用 LLM 時，我們找不到任何給我們同樣感覺的東西。

1jehuang

jcode

★ 19,726

jcode 是一個 Rust 編碼代理工具，具有儲存庫搜尋、工具執行、會話狀態和模型提供者支援。

datawhalechina

easy-vibe

★ 19,420

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

mlc-ai

web-llm

★ 19,132

High-performance In-browser LLM Inference Engine

stas00

ml-engineering

★ 18,997

Machine Learning Engineering Open Book

ymcui

Chinese-LLaMA-Alpaca

★ 18,941

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

metainternal

llama-cookbook

★ 18,560

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

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.

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.

xming521

WeClone

★ 18,223

🚀 One-stop solution for creating your AI twin from chat history 💡 Fine-tune LLMs with your chat logs to capture your unique style, then bind to a chatbot to bring your digital self to life.

RightNow-AI

openfang

★ 18,188

開源代理作業系統。 OpenFang 代理作業系統 使用 Rust 建構的開源代理作業系統。

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

camel-ai

camel

★ 17,721

CAMEL 是一個研究框架，用於研究人工智慧代理群體如何溝通、合作和擴展。

GoogleCloudPlatform

generative-ai

★ 17,706

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

Canner

WrenAI

★ 17,649

GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.

browser-use

browser-harness

★ 17,569

瀏覽器線束|自我修復工具使法學碩士能夠完成任何任務。

rowboatlabs

rowboat

★ 17,565

Open-source AI coworker, with memory