Stars
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide practical guidance for researchers and practitioners. Official re…
FlexRAG: A RAG Framework for Information Retrieval and Generation.
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
系统设计面试：内幕指南（System Design Interview: An Insider’s Guide）
The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enabling users to fully utilize LLMOPT.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Virtual whiteboard for sketching hand-drawn like diagrams
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge ba…
Example code for the book Fluent Python, 1st Edition (O'Reilly, 2015)
DevOps Roadmap for 2025. with learning resources
Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
A modular graph-based Retrieval-Augmented Generation (RAG) system
极客时间：LangChain实战课 - 这是LangChain框架早期设计的一系列重点模块的直接而清晰的示例和讲解。随着LangChain的快速演进，有些代码需要安装新的版本进行迭代。希望大家在快速浏览课程概念（仍有价值）的同时，自行学习LangChain最新的代码和进展。
【间隙·树·排序算法】 对OCR结果或PDF提取的文本进行版面分析，按人类阅读顺序进行排序。
Integrate cutting-edge LLM technology quickly and easily into your apps
360LayoutAnaylsis, a series Document Analysis Models and Datasets deleveped by 360 AI Research Institute
Open-source vector similarity search for Postgres
CDLA: A Chinese document layout analysis (CDLA) dataset
A Unified Toolkit for Deep Learning Based Document Image Analysis
Production-ready platform for agentic workflow development.