rag-tutorial

A hyper-optimized, local RAG system built on Streamlit using Google's TurboQuant algorithm and Turbovec vector index for 4 GB RAM setups.

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• Updated Jun 10, 2026
• Python

Build a Production RAG System with Python, LangChain, and ChromaDB Build ShopBot from scratch — a production RAG assistant that answers from retrieved evidence, not training memory. Ten chapters, one complete system.

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• Updated Aug 13, 2026
• TypeScript

한국어 RAG 실습 저장소: Gradio, FAISS, BM25, KorQuAD, KorFactScore, 로컬 LLM, Colab 및 Ubuntu/CUDA 환경 설정 예제

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• Updated Jul 24, 2026
• Python

从真实场景出发,理解并亲手构建 RAG:技术选择、工程权衡与 Python 示例。A practical RAG tutorial on design choices, tradeoffs, and hands-on implementation.

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• Updated Sep 7, 2026