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 769–792 個，共 866 個

ddalcu

mlx-serve

★ 1,333

Native LLM inference server for Apple Silicon. OpenAI + Anthropic API compatible. No Python. Includes MLX Core macOS app with chat, agent mode, and tool calling.

Zig

RefoundAI

lenny-skills

★ 1,331

86 product management skills from Lenny's Podcast for Claude Code and AI agents. Hiring, user research, strategy, shipping, and more.

xianshang33

llm-paper-daily

★ 1,331

Daily updated LLM papers. 每日更新 LLM 相关的论文，欢迎订阅 👏 喜欢的话动动你的小手 🌟 一个

Python

uzairansaruzi

hermex

★ 1,327

Native iPhone app for your Hermes agent

Swift

hahhforest

pi-textbook

★ 1,326

《动手学 Pi》：沿 15 个真实 checkpoint 从零构建 Pi-style Agent

TypeScript

study8677

repobrain

★ 1,326

此專案圍繞「study8677/repobrain」建置，面向真實業務場景，提供可重複使用、可持續維運的開源實作。

Python

Tongjilibo

bert4torch

★ 1,326

An elegent pytorch implement of transformers

Python

aws-samples

bedrock-chat

★ 1,324

AWS-native chatbot using Bedrock

TypeScript

lean-dojo

LeanCopilot

★ 1,322

LLMs as Copilots for Theorem Proving in Lean

C++

taichengguo

LLM_MultiAgents_Survey_Papers

★ 1,318

Large Language Model based Multi-Agents: A Survey of Progress and Challenges (In IJCAI 2024)

giuseppe99barchetta

Effortlessly request recommended movies, TV shows and anime to Jellyseer/Overseer based on your recently watched content on Jellyfin, Plex or Emby—let SuggestArr handle it all automatically, keeping your library fresh with new and exciting content!

Python

SanMuzZzZz

LuaN1aoAgent

★ 1,312

LuaN1aoAgent is a fully autonomous AI-driven penetration testing agent powered by graph-based cognitive reasoning.

TypeScript

kantord

SeaGOAT

★ 1,308

local-first semantic code search engine

Python

kizuna-ai-lab

sokuji

★ 1,304

Real-time two-way speech translation for bilingual meetings — auto-detects the spoken language and translates both directions, cloud or fully offline on-device. Desktop (Windows · macOS · Linux) + browser extension (Chrome · Edge) for Zoom, Meet, Teams & any app.

TypeScript

xunbu

docutranslate

★ 1,303

文档（小说、论文、字幕）翻译工具（支持 pdf/word/excel/json/epub/srt...）Document (Novel, Thesis, Subtitle) Translation Tool (Supports pdf/word/excel/json/epub/srt...)

Python

nvk

llm-wiki

★ 1,296

LLM-compiled knowledge bases for any AI agent. Parallel multi-agent research, thesis-driven investigation, source ingestion, wiki compilation, querying, and artifact generation.

Python

SmythOS

sre

★ 1,291

The SmythOS Runtime Environment (SRE) is an open-source, cloud-native runtime for agentic AI. Secure, modular, and production-ready, it lets developers build, run, and manage intelligent agents across local, cloud, and edge environments.

TypeScript