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 409–432 个，共 864 个

basicmachines-co

basic-memory

★ 3,967

真正记住的人工智能对话。永远不要再向人工智能重新解释你的项目。加入我们的不和谐：.

Python

spinabot

brigade

★ 3,963

Brigade — Your personal intelligence, built enterprise-grade

TypeScript

yifanfeng97

Hyper-Extract

★ 3,960

Hypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.

Python

Chevey339

kelivo

★ 3,953

A Flutter LLM Chat Client. Support Mobile & Desktop.

Dart

lemony-ai

cascadeflow

★ 3,950

Cascading runtime for AI agents. Optimize cost, latency, quality, and policy decisions inside the agent loop.

Python

matt1398

claude-devtools

★ 3,931

The missing DevTools for Claude Code — inspect session logs, tool calls, token usage, subagents, and context window in a visual UI. Free, open source.

TypeScript

claraverse-space

ClaraVerse

★ 3,900

Claraverse is a opesource privacy focused ecosystem to replace ChatGPT, Claude, N8N, ImageGen with your own hosted llm, keys and compute. With desktop, IOS, Android Apps.

TypeScript

LazyAGI

LazyLLM

★ 3,886

Easiest and laziest way for building multi-agent LLMs applications.

Python

dongrixinyu

JioNLP

★ 3,868

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

Python

EverMind-AI

Raven

★ 3,858

内存优先、自我改进的代理工具基于 EverOS 构建，具有 MiroThinker 支持的深度研究和推理。

Python

predibase

lorax

★ 3,832

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

Python

datawhalechina

daily-interview

★ 3,827

Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star

Atmosphere

Portable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming, tool calls, human approvals, and governance over WebSocket, SSE, gRPC, or WebTransport/HTTP3. Speaks MCP, A2A, and AG-UI.

Java

1186258278

OpenClawChineseTranslation

★ 3,799

JavaScript

didi

xiaoju-survey

★ 3,797

XIAOJUSURVEY is an enterprises form builder and analytics platform that allows users to create questionnaires, exams, polls, quizzes, and analyze data online.

TypeScript

SciSharp

LLamaSharp

★ 3,797

A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently.

yvgude

lean-ctx

★ 3,781

控制您的人工智能可以看到的内容。 LeanCTX（精益上下文）是 AI 代理的上下文智能层，这是一种本地 Rust 二进制文件，可以决定它们读取什么、记住它们学到的内容、保护它们接触的内容并证明它们保存的内容。 60 减少 90% 的收据代币。 76 个 MCP 工具，30 多个代理，本地优先。

Rust

raullenchai

Rapid-MLX

★ 3,763

The fastest local AI engine for Apple Silicon. 4.2x faster than Ollama, 0.08s cached TTFT, 100% tool calling. 17 tool parsers, prompt cache, reasoning separation, cloud routing. Drop-in OpenAI replacement. Works with Claude Code, Cursor, Aider.

Python