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 409–432 個，共 866 個

bostrot

wsl2-distro-manager

★ 4,000

GUI for the Windows Subsystem for Linux — and native Linux/macOS VMs on Mac. Install, back up, move and configure distros without CLI flags; AI assistant with tools, MCP server for agents, remote WSL over SSH.

Dart

basicmachines-co

basic-memory

★ 3,967

真正記住的人工智慧對話。永遠不要再向人工智慧重新解釋你的專案。加入我們的不和諧：.

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

記憶體優先、自我改進的代理工具基於 EverOS 構建，具有 MiroThinker 支援的深度研究和推理。

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

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

控制您的人工智慧可以看到的內容。 LeanCTX（精益上下文）是 AI 代理的上下文智慧層，這是一個本地 Rust 二進位文件，可以決定它們讀取什麼、記住它們學到的內容、保護它們接觸的內容並證明它們保存的內容。 60 減少 90% 的收據代幣。 76 個 MCP 工具，30 多個代理，本地優先。

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