RAG 与知识系统
LightRAG：简单快速的检索增强生成
hkuds/lightrag
一个轻量级的、基于图的检索增强生成（RAG）框架，采用双层架构，结合知识图谱和向量嵌入，以实现高效的索引、低成本的增量更新和高质量的上下文检索。
★ 38.4K⑂ 5.4KPython
ToolAI.io · GitHub 频道
GitHub 上的热门 AI 项目
一个基于事实的 LLM、智能体、MCP、RAG 和 AI 开发项目索引；每个条目均包含许可证、设置、下载、截图及相关资源。
公开仓库数据
项目索引
AI 应用与自动化
Khoj
khoj-ai/khoj
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★ 37.6K⑂ 2.5KPython
推理、部署与运行时
Model-Optimizer
NVIDIA/Model-Optimizer
A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative decoding, etc. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM, TensorRT, vLLM, etc. to optimize inference speed.
★ 3.3K⑂ 513Python
LLM 与基础模型
PaddleFormers
PaddlePaddle/PaddleFormers
PaddleFormers is an easy-to-use library of pre-trained large language model zoo based on PaddlePaddle.
★ 13K⑂ 2.2KPython
LLM 与基础模型
ERNIE
PaddlePaddle/ERNIE
The official repository for ERNIE 4.5 and ERNIEKit – its industrial-grade development toolkit based on PaddlePaddle.
★ 7.7K⑂ 1.4KPython
LLM 与基础模型
gpt-oss：Open-weight language model tooling
openai/gpt-oss
ToolAI 对 openai/gpt-oss 的客观项目介绍。gpt-oss-120b and gpt-oss-20b are two open-weight language models by OpenAI
★ 20.3K⑂ 2.1KPython
多模态 AI
PaddleOCR：OCR and document intelligence
PaddlePaddle/PaddleOCR
ToolAI 对 PaddlePaddle/PaddleOCR 的客观项目介绍。Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages
★ 88K⑂ 11.2KPython
推理、部署与运行时
FastDeploy
PaddlePaddle/FastDeploy
High-performance Inference and Deployment Toolkit for LLMs and VLMs based on PaddlePaddle
★ 3.7K⑂ 755Python
LLM 与基础模型
GLM-5
zai-org/GLM-5
GLM-5: From Vibe Coding to Agentic Engineering
★ 6.8K⑂ 848—
RAG 与知识系统
llm-app
pathwaycom/llm-app
提供结合实时数据的 RAG、搜索和 AI 数据管道应用模板。
★ 58.9K⑂ 1.5KJupyter Notebook
推理、部署与运行时
checkpoint-engine
MoonshotAI/checkpoint-engine
Checkpoint-engine is a simple middleware to update model weights in LLM inference engines
★ 982⑂ 100Python
LLM 与基础模型
PaddleNLP
PaddlePaddle/PaddleNLP
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
★ 13K⑂ 3KPython
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