AI 頻道
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 97–120 個,共 866 個
OtterMind

Chat2DB

28,120

Chat2DB is a free, cross-platform, local-first database client and SQL workspace for developers, DBAs, analysts, and data teams. Connect to 40+ databases, manage data, edit and run SQL, and use your own AI model to generate, explain, and optimize queries. Available on desktop, web, Docker, and CLI, with MCP support.

Java
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
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
deepset-ai

haystack

26,514

開源 AI 編排框架,用於建立上下文工程、生產就緒的 LLM 應用程式。透過對檢索、路由、記憶體和產生的明確控制來設計模組化管道和代理程式工作流程。專為可擴展代理、RAG、多模式應用程式、語義搜尋和對話系統而建置。

Python
toon-format

toon

25,383

🎒 Token-Oriented Object Notation (TOON) – compact, human-readable serialization of JSON data for LLM prompts. TypeScript SDK, CLI, benchmarks.

TypeScript
promptfoo

promptfoo

25,137

測試您的提示、代理和 RAG。 AI 紅隊/滲透測試/漏洞掃描。比較 GPT、Claude、Gemini、DeepSeek 等的效能。具有命令列和 CI/CD 整合的簡單聲明性配置。由 OpenAI 和 Anthropic 使用。

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 是一套可自行託管的全自主 AI 智能體系統,可執行複雜的滲透測試任務,支援 OpenAI、Anthropic、Ollama 等多家 LLM 供應商。

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
browserbase

stagehand

24,286

用於瀏覽器代理程式的 SDK。大多數現有的瀏覽器自動化工具要么要求您在 Selenium、Playwright 或 Puppeteer 等框架中編寫低階程式碼,或者使用在生產中不可預測的高級代理程式。

TypeScript
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
mlc-ai

mlc-llm

23,160

Universal LLM Deployment Engine with ML Compilation

Python
Skyvern-AI

skyvern

22,997

利用 AI 自動化基於瀏覽器的工作流程。使用法學碩士和電腦視覺自動化基於瀏覽器的工作流程 Skyvern 使用法學碩士和電腦視覺自動化基於瀏覽器的工作流程。

Python
1Panel-dev

MaxKB

22,798

MaxKB 是一個用於建立企業級代理的開源平台。 。

Python
microsoft

unilm

22,217

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Python
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
huggingface

datasets

21,974

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

Python
jundot

omlx

21,764

LLM 推理伺服器,具有適用於 Apple Silicon 的連續批次和 SSD 緩存,可透過 macOS 選單列進行管理。

Python
huggingface

peft

21,681

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Python
dyad-sh

dyad

21,547

Local, open-source AI app builder for power users ✨ v0 / Lovable / Replit / Bolt alternative 🌟 Star if you like it!

TypeScript
21,544

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

Python