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 649–672 個，共 866 個

trymirai

uzu

★ 1,801

A high-performance inference engine for AI models

Rust

onestardao

WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.

Jupyter Notebook

trpc-group

trpc-agent-go

★ 1,787

一個 Go 框架，用於建立具有圖形工作流程、工具、記憶體、A2A、AG-UI、MCP、評估和可觀察性的生產代理系統。

SmartFlowAI

EmoLLM

★ 1,784

心理健康大模型 (LLM x Mental Health), Pre & Post-training & Dataset & Evaluation & Depoly & RAG, with InternLM / Qwen / Baichuan / DeepSeek / Mixtral / LLama / GLM series models

Python

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++