AI 频道
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 505–528 个,共 864 个
2,934

该项目围绕「This project helps teams deliver faster with open-source tooling and practical workflows.」构建,适用于实际场景的开源实践,提供可复用的工具链与集成方式。

JavaScript
ax-llm

ax

2,924

The pretty much "official" DSPy framework for Typescript

TypeScript
OpenMind

OM1

2,914

Modular AI HAL (Hardware Abstraction Layer) for Robots

Go
LLMQuant

quant-mind

2,908

QuantMind is an agent-native knowledge extraction and retrieval framework for quantitative finance.

Python
jnsahaj

lumen

2,866

Beautiful git diff viewer, generate commits with AI, get summary of changes, all from the CLI

Rust
2,864

Turn code into clarity. Generate accurate technical docs and AI-ready context in minutes—perfectly structured for human teams and intelligent agents.

Rust
2,842

Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"

Python
vllm-project

vllm-ascend

2,836

Community maintained hardware plugin for vLLM on Ascend

C++
oritera

Cairn

2,813

A AI general-purpose state-space search engine, validated first on autonomous penetration testing.

Python
zinja-coder

jadx-ai-mcp

2,794

Plugin for JADX to integrate MCP server

Java
opensolon

solon

2,777

该项目围绕「Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memory savings Startup is 10 times faster. Packing 90% smaller; Compatible with java8 ~ java25; Supports LTS. (Replaceable spring).」构建,适用于实际场景的开源实践,提供可复用的工具链与集成方式。

Java
2,771

Claude Code 的 471 个插件、3,069 个技能、347 个代理。 tonsofskills.com 上的开源市场,带有 ccpi CLI 包管理器。

Python
2,766

Paw Work - selection-first web agent for Chrome: select on the live page, describe the outcome, take away an editable office file. BYOK, sandboxed, no server.

JavaScript
AmberSahdev

Open-Interface

2,724

Control Any Computer Using LLMs.

Python
automata

aicodeguide

2,717

AI Code Guide is a roadmap to start coding with AI

2,700

Open-source multi-agent collaboration system inspired by Chinese governance — deploy and coordinate specialized AI agents with OpenClaw.

TypeScript
2,694

Use LLMs and LLM Vision (OCR) to handle paperless-ngx - Document Digitalization powered by AI

Go
ZHZisZZ

dllm

2,692

dLLM: Simple Diffusion Language Modeling

Python
2,688

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

Python
2,687

Build your own Claude Code from scratch. 🔍 Claude Code 开源了 50 万行代码,读不动?用 ~5000 行 TypeScript / Python 从零复现核心架构,11 章分步教程带你理解 coding agent 精髓

Python
makecindy

cindy

2,686

认为它完成了。开箱即用的开源 AI 代理 AI Agent 。

TypeScript
stochasticai

xTuring

2,674

Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

Python
iamsrikanthnani

pluely

2,662

The Open Source Alternative to Cluely - A lightning-fast, privacy-first AI assistant that works seamlessly during meetings, interviews, and conversations without anyone knowing. Built with Tauri for native performance, just 10MB. Completely undetectable in video calls, screen shares, and recordings.

TypeScript

A production-ready FastAPI template for building AI agent applications with LangGraph integration. This template provides a robust foundation for building scalable, secure, and maintainable AI agent services.

Python