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 553–576 个，共 864 个

hitsz-ids

synthetic-data-generator

★ 2,438

SDG is a specialized framework designed to generate high-quality structured tabular data.

Python

jackmpcollins

magentic

★ 2,425

Seamlessly integrate LLMs as Python functions

Python

prism-php

prism

★ 2,424

A unified interface for working with LLMs in Laravel

PHP

AI-Hypercomputer

maxtext

★ 2,421

一个简单、高性能且可扩展的 Jax LLM。 MaxText 提供了可供选择的高性能模型库，包括 Gemma、Llama、DeepSeek、Qwen 和 Mistral。

Python

e2b-dev

code-interpreter

★ 2,411

Python & JS/TS SDK for running AI-generated code/code interpreting in your AI app

Python

hydropix

TranslateBooksWithLLMs

★ 2,411

Translate full-length books and documents with Ollama, OpenAI-compatible, Gemini, Mistral, DeepSeek, Poe or OpenRouter. Preserves formatting. Resumes where you left off. No file size limits.

Python

ailia-ai

ailia-models

★ 2,392

The collection of pre-trained, state-of-the-art AI models for ailia SDK

Python

DeepInsight-AI

DeepBI

★ 2,382

LLM based data scientist, AI native data application. AI-driven infinite thinking redefines BI.

Python

llmsresearch

paperbanana

★ 2,363

Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.

Python

agentuniverse-ai

agentUniverse

★ 2,358

agentUniverse is a LLM multi-agent framework that allows developers to easily build multi-agent applications.

Python

0xMassi

webclaw

★ 2,348

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.

Rust

instill-ai

instill-core

★ 2,321

🔮 Instill Core is a full-stack AI infrastructure tool for data, model and pipeline orchestration, designed to streamline every aspect of building versatile AI-first applications

Python

Sahir619

fable-method

★ 2,290

The Fable Workflow: how Claude Fable 5 worked, distilled into skills any model can run, with the eval that keeps it honest. Think / act / prove.

Python

InternLM

lagent

★ 2,281

A lightweight framework for building LLM-based agents

Python

jwadow

kiro-gateway

★ 2,278

👻 Proxy API gateway for Kiro IDE & CLI (Amazon Q Developer / AWS CodeWhisperer). Use free Claude models with any client.

Python

e2b-dev

open-computer-use

★ 2,273

AI computer use powered by open source LLMs and E2B Desktop Sandbox

Python

Astro-Han

karpathy-llm-wiki

★ 2,262

Agent Skills-compatible LLM wiki for Claude Code, Cursor, and Codex. Build a Karpathy-style knowledge base from raw sources, citations, and linting.

Python

EgoAlpha

prompt-in-context-learning

★ 2,249

Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.

Jupyter Notebook