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 313–336 個，共 866 個

huggingface

alignment-handbook

★ 5,678

Robust recipes to align language models with human and AI preferences

Python

the-open-agent

openagent

★ 5,621

⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org

zenml-io

zenml

★ 5,582

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

Python

epoko77-ai

im-not-ai

★ 5,569

AI가 쓴 한글을 사람 글처럼 윤문하는 Claude 스킬 — Korean AI-text humanizer: detects and rewrites translationese, mechanical parallelism, and 71 other AI tells

Python

iflytek

astron-rpa

★ 5,556

Agent-ready RPA suite with out-of-the-box automation tools. Built for individuals and enterprises.

Java

PurpleAILAB

Decepticon

★ 5,517

Autonomous Hacking Agent for Red Team

Python

Blaizzy

mlx-vlm

★ 5,500

MLX-VLM is a package for inference and fine-tuning of Vision Language Models (VLMs) on your Mac using MLX.

Python

BIT-DataLab

Edit-Banana

★ 5,481

Edit Banana: A framework for converting statistical formats into editable.

Python

PacktPublishing

LLM-Engineers-Handbook

★ 5,334

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

Python

maziyarpanahi

openmed

★ 5,325

本地優先的醫療保健 AI：臨床 NER 和 HIPAA PII 去識別，100% 在設備上運行。 2,200 多個醫療模型、21 種語言、Apple MLX + Python，無需雲，病患資料不會離開您的網路。阿帕奇-2.0。

Python

FunnyWolf

Viper

★ 5,304

Adversary simulation and Red teaming platform with AI

rasbt

reasoning-from-scratch

★ 5,234

Implement a reasoning LLM in PyTorch from scratch, step by step

Jupyter Notebook

looplj

axonhub

★ 5,228

⚡️ Open-source AI Gateway — Use any SDK to call 100+ LLMs. Built-in failover, load balancing, cost control & end-to-end tracing.

katanaml

sparrow

★ 5,220

Structured data extraction, instruction calling and agentic workflows with ML, LLM and Vision LLM

Python

InternLM

xtuner

★ 5,195

A Next-Generation Training Engine Built for Ultra-Large MoE Models

Python

h2oai

h2o-llmstudio

★ 5,182

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/

Python

salesforce

CodeGen

★ 5,180

CodeGen is a family of open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.

Python

hiyouga

EasyR1

★ 5,163

EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL

Python

MCP-UI-Org

mcp-ui

★ 5,159

UI over MCP. Create next-gen UI experiences with the protocol and SDK!

TypeScript

vitali87

code-graph-rag

★ 5,134

此專案圍繞「The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs.」建置，聚焦實際場景的開源實作，提供可重用的工具鏈與整合方式。

Python