AI 頻道
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 145–168 個,共 866 個
kubesphere

kubesphere

17,049

The container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ 🖥 ☁️

Go
cft0808

edict

16,894

三省六部製 · OpenClaw 多代理編排系統,9 個專門的 AI 代理,具有即時儀表板、模型配置和完整的審計追蹤。

Python
MemoriLabs

Memori

16,754

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.

Python
memvid

memvid

16,542

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

Rust
googleapis

mcp-toolbox

16,411

MCP Toolbox for Databases is an open source MCP server for databases.

Go
16,341

AI時代的波克夏:基於Claude Code / Codex的價值投資研究框架。巴菲特‧蒙格‧段永平李錄四大師方法論+多Agent毛研究。 | AI時代的波克夏:為Claude Code / Codex所建構的價值投資研究架構。 4種大師方法論+多智能體對抗分析。

Python

ARIS(睡眠中自動研究),自主 ML 研究的輕量級 Markdown 技能:跨模型審查循環、想法發現和實驗自動化。無框架,無鎖定,可與 Claude Code、Codex、OpenClaw 或任何 LLM 代理程式一起使用。

Python
alibaba

MNN

16,091

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

C++
HBAI-Ltd

Toonflow-app

15,639

Toonflow 是开源一站式 AI 短剧创作工具,将小说、剧本快速转化为动画短剧。集成 AI 编剧、智能分镜、角色与视频生成,跨平台桌面端轻量部署,助力创作者低成本批量产出视觉内容。Toonflow is an open-source AI tool that turns stories and scripts into animated short dramas. Features AI scriptwriting, storyboarding, character and video generation. A cross-platform desktop app for efficient content creation.

TypeScript
modelscope

ms-swift

15,636

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Gemma4, Llava, Phi4, ...) (AAAI 2025).

Python
15,607

一站式原生AI PPT生成应用,几分钟内生成一套幻灯片; 支持上传任意模板图片,上传任意素材&智能解析,一句话/大纲/页面描述自动生成PPT,口头修改指定区域、一键导出可编辑ppt、视频等 - An AI-native slides generator based on nano banana pro🍌

TypeScript
GreyDGL

PentestGPT

15,476

Automated Penetration Testing Agentic Framework Powered by Large Language Models

Python
Unstructured-IO

unstructured

15,433

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

HTML
15,251

利用工程初學者教程,從 0 到 1。即用型資源庫範本和參考配置,旨在解決多輪 AI 代理開發中的常見陷阱,例如上下文遺失和過早完成任務。

TypeScript
15,105

主要记录大语言大模型(LLMs) 算法(应用)工程师相关的知识及面试题

HTML
botpress

botpress

14,917

The open-source hub to build & deploy GPT/LLM Agents ⚡️

TypeScript
ConardLi

easy-dataset

14,913

A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval

JavaScript
llmware-ai

llmware

14,843

Unified framework for building enterprise RAG pipelines with small, specialized models

Python
lidge-jun

opencodex

14,746

OpenAI Codex 和 Claude Code 的通用提供者代理,使用任何 LLM(Claude、Gemini、Grok、DeepSeek、Ollama…)以及 Codex CLI、App、SDK 和 Claude Code。

TypeScript
microsoft

RD-Agent

14,643

Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. 🔗https://aka.ms/RD-Agent-Tech-Report

Python
casdoor

casdoor

14,408

An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA, Face ID, Google Workspace, Azure AD

Go
CoplayDev

unity-mcp

14,243

Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

C#
14,228

Hermes Agent 的桌上夥伴。透過選擇 Atlas Cloud 作為您的供應商,在 Hermes One 中使用它。

TypeScript
e2b-dev

E2B

13,815

Open-source, secure environment with real-world tools for enterprise-grade agents.

Python