大型語言模型應用

開源大型語言模型應用與框架

這是範圍最廣的一組：聊天介面、SDK 與框架、提示詞與評測工具，以及各種以大型語言模型為基礎的應用。很多專案可以接入多家服務商的模型，有些還能在你自己的硬體上執行模型。

怎麼選

打算用在產品裡的話，先確認三件事：授權——有些熱門專案限制商用；是否支援你正在用的模型服務商；以及它是否還在維護。每個專案頁上的「秒懂」卡片會根據 GitHub 資料回答授權和維護這兩個問題。

星數最多的專案

第 625–648 個，共 866 個

vstorm-co

full-stack-ai-agent-template

★ 1,897

Full-stack AI app generator — FastAPI + Next.js with AI Agents, RAG, streaming, auth, and 20+ integrations out of the box.

Python

safe-graph

graph-fraud-detection-papers

★ 1,895

A curated list of Graph/Transformer-based fraud, anomaly, and outlier detection papers & resources

skalesapp

Personal AI desktop agent for Windows, macOS, Linux, Android & iOS. Set a goal, it works on its own. Teams (pair two desktops, agents + humans), Agent2Agent, Workflows, Codework, multi-agent orgs, desktop + browser automation. 15+ AI providers, BYOK. No Docker, no terminal. Agent Skills (SKILL.md). Migration importer. Recurring autonomous tasks.

TypeScript

MicrosoftDocs

mcp

★ 1,892

Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.

TypeScript

BidingCC

BuildingAI

★ 1,887

AI时代的WordPress，东半球首个积木式AI应用搭建系统，人人都可免费搭建自己的AI应用系统，例如企业智能体系统、AI漫剧系统、AI论文学术系统、AI客服系统...

TypeScript

zhaoyang97

Paper-Notes

★ 1,885

📚 数千篇 AI、LLM、NLP、CV 顶会论文解读，每篇 5 分钟读懂核心思想。

Python

czl9707

build-your-own-openclaw

★ 1,882

A step-by-step guide to build your own AI agent.

Python

deer-flow

llm-space

★ 1,880

此專案圍繞「A desktop app to prototype agent ideas, inspect every harness step, replay failures, and evaluate performance, all in one place. Local-first, cloud-ready for managed agents.」建置，聚焦實際場景的開源實作，提供可重用的工具鏈與整合方式。

TypeScript

ROCm

FastFlowLM

★ 1,879

Run LLMs on AMD Ryzen™ AI NPUs in minutes; purpose-built and deeply optimized for the AMD NPUs.

C++

nndeploy

★ 1,878

一款简单易用和高性能的AI部署框架 | An Easy-to-Use and High-Performance AI Deployment Framework

C++

xenodium

agent-shell

★ 1,860

A native Emacs buffer to interact with LLM agents powered by ACP

Emacs Lisp

sunmh207

AI-Codereview-Gitlab

★ 1,847

基于大模型(DeepSeek,OpenAI等)的 GitLab 自动代码审查工具；支持钉钉/企业微信/飞书推送消息和生成日报；支持Docker部署；可视化 Dashboard。

Python

XiaomingX

indie-hacker-tools-plus

★ 1,847

为独立开发者准备的精选技术栈和工具仓库来了！这里有你最需要的工具，帮你提升开发效率、节约成本，最重要的是——这些工具都是市场上热门的，经过验证的。🚀A curated collection of tech stacks and tools tailored for independent developers is here! these are proven, popular tools widely used in the industry. 🚀

thinkwee

AgentsMeetRL

★ 1,844

Awesome List for Agentic RL

HTML

abinthomasonline

repo2txt

★ 1,841

Web-based tool converts GitHub repository contents into a single formatted text file

TypeScript

stormzhang

ai-coding-guide

★ 1,840

「可能是全网最全的」📘 面向小白的 AI 编程 CLI 中文教程：Claude Code + Codex 92 篇精修

sammcj

gollama

★ 1,838

Go manage your Ollama models

tuya

TuyaOpen

★ 1,838

Next-gen AI+IoT framework for T2/T3/T5AI/ESP32/and more – Fast IoT and AI Agent hardware integration

NitroRCr

AIaW

★ 1,837

AI as Workspace - An elegant AI chat client. Full-featured, lightweight. Support multiple workspaces, plugin system, cross-platform, local first + real-time cloud sync, Artifacts, MCP | 更好的 AI 客户端

TypeScript