大模型应用

开源大模型应用与框架

这是范围最广的一组：聊天界面、SDK 和框架、提示词与评测工具，以及各种基于大语言模型的应用。很多项目可以接入多家服务商的模型，有些还能在你自己的硬件上运行模型。

怎么选

打算用在产品里的话，先确认三件事：许可证——有些热门项目限制商用；是否支持你正在用的模型服务商；以及它是否还在维护。每个项目页上的「秒懂」卡片会根据 GitHub 数据回答许可证和维护这两个问题。

Star 最多的项目

第 649–672 个，共 864 个

delibae

claude-prism

★ 1,782

An offline-first scientific writing workspace powered by Claude. LaTeX + Python + 100+ scientific skills all running locally.

TypeScript

beam-cloud

beta9

★ 1,778

Ultrafast serverless GPU inference, sandboxes, and background jobs

lmstudio-ai

lmstudio-js

★ 1,776

LM Studio TypeScript SDK

TypeScript

julien040

anyquery

★ 1,775

One SQL interface for 60+ tools (e.g., GitHub, Notion, Airtable). Plug into any LLM through MCP.

Mcp-Brasil

mcp-brasil

★ 1,773

MCP Server para 70 APIs públicas brasileiras

Python

wwbin2017

bailing

★ 1,770

百聆是一个类似GPT-4o的语音对话机器人，通过ASR+LLM+TTS实现，集成DeepSeek R1等优秀大模型，接入openClaw，真正的个人语音助手，时延低至800ms，Mac等低配置也可运行，支持打断

Python

NVIDIA-NeMo

Curator

★ 1,769

Scalable data pre processing and curation toolkit for LLMs

Python

ShenSeanChen

waku-agent

★ 1,769

Waku Waku! Waku Agent is a local-first AI agent harness you actually own, including loop, memory, eval, all in code built to stay legible as it grows.

Python

lihanghang

NLP-Knowledge-Graph

★ 1,767

自然语言处理、知识图谱、对话系统，大模型等技术研究与应用。

Python

mylxsw

aidea-server

★ 1,761

AIdea 是一款支持 GPT 以及国产大语言模型通义千问、文心一言等，支持 Stable Diffusion 文生图、图生图、 SDXL1.0、超分辨率、图片上色的全能型 APP。

ginlix-ai

LangAlpha

★ 1,753

Claude Code for Financial Market

Python

Barca0412

Introduction-to-Quantitative-Finance

★ 1,751

AI+金融（量化）：1.多因子股票量化框架开源教程 2.学界和业界的经典资料收录 3.AI + 金融的相关工作，包括LLM, Agent, benchmark(evaluation), etc.

Python

AgentDock

★ 1,747

Build Anything with AI Agents

MDX

he-yufeng

CoreCoder

★ 1,747

Minimal AI coding agent (~1,000 lines of Python) inspired by Claude Code. Works with any LLM. Think NanoGPT for coding agents. Formerly NanoCoder.

Python

hyperfield

ai-file-sorter

★ 1,737

Cross-platform desktop application for content-aware file organization and renaming. Supports local and remote LLMs, preview-based workflows, and fully user-controlled changes.

C++

arabold

docs-mcp-server

★ 1,734

Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools

TypeScript

bespokelabsai

curator

★ 1,731

Synthetic data curation for post-training and structured data extraction

Python

steven-jianhao-li

zotero-AI-Butler

★ 1,727

【Zotero AI 管家】调用大模型，自动精读论文库里的论文，总结为Zotero笔记。支持主流大模型平台！您只需像往常一样把文献丢进 Zotero，管家会自动帮您精读论文，将文章揉碎了总结为笔记，让您“十分钟完全了解”这篇论文！

TypeScript

undreamai

LLMUnity

★ 1,709

Create characters in Unity with LLMs!

MorDavid

BruteForceAI

★ 1,708

Advanced LLM-powered brute-force tool combining AI intelligence with automated login attacks

Python

NeoLabHQ

context-engineering-kit

★ 1,702

Hand-crafted Claude Code Skills focused on improving agent results quality. Compatible with OpenCode, Cursor, Antigravity, Gemini CLI, and others. Includes CodeRabbit open-source alternative.

TypeScript