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 841–864 个，共 864 个

berylliumsec

nebula

★ 1,109

AI-powered penetration testing assistant for automating recon, note-taking, and vulnerability analysis.

Python

Onelevenvy

flock

★ 1,109

A desktop multi-agent harness built with Rust, Tauri, and React, powered by langgraph-rust.

Rust

yeahhe365

Gemini-Nexus

★ 1,104

Gemini Nexus 是一款面向浏览器场景的 AI 助手扩展，集成 Gemini Web、Gemini API 与 OpenAI 兼容接口，支持网页上下文、图像处理、工具调用和 MCP 浏览器控制。

JavaScript

EmbeddedLLM

The collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models, and evaluate LLM responses in real-time. Work together seamlessly to build and iterate on AI applications.

Python

lasgroup

SDPO

★ 1,099

Reinforcement Learning via Self-Distillation (SDPO)

Python

tigicion

dao-code

★ 1,084

Open-source TypeScript terminal coding agent for DeepSeek-V4 — builds on DeepSeek's strong price-performance and ultra-cheap cache pricing, engineering byte-stable prefixes and cache-reusing forks so cross-session memory and a continuous self-correction layer add almost no token cost; 1M context, Skills/MCP/Hooks, Claude Code config compatible.

TypeScript

raindrop-ai

workshop

★ 1,076

Give your coding agent the power to write and run agent evals.

TypeScript

tryAGI

LangChain

★ 1,074

C# implementation of LangChain. We try to be as close to the original as possible in terms of abstractions, but are open to new entities.

OpenCSGs

csghub-server

★ 1,049

该项目围绕「csghub-server is the backend server for CSGHub which helps user to manage datasets, modes, and also run Model Inference, Finetune and Application Spaces.」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。

tomasz-tomczyk

crit

★ 1,034

您与代理的反馈循环。与您的代理 Claude Code 集成：Crit 还可以与 Cursor、GitHub Copilot、OpenCode、Codex、Gemini、Qwen、Hermes、Windsurf、Cline、Grok、Aider 和 Pi 以及任何可以读取文件和运行命令的代理配合使用。

Deuz-AI

Deuz-SDK

★ 988

Zero-dependency TypeScript framework for production AI agents: durable execution, long-term memory, hybrid RAG, MCP tool calling, human-in-the-loop approval, planning and CodeAct sandboxes. One streaming API for Claude, GPT, Gemini, Grok, Mistral and DeepSeek — Node, Bun, Deno, serverless and edge.

TypeScript