{"repo":"rigvedrs/RAGIndex","free":true,"listed":false,"github":"https://github.com/rigvedrs/RAGIndex","clone":"git clone https://github.com/rigvedrs/RAGIndex.git","description":"LlamaIndex Powered RAG for PDF, TXT and DOCX files with Tesseract OCR support, Semantic chunking, Document citations with direct page display, Advanced Caching and Duplicate Detection with Redis Vector DB","language":"Python","stars":18,"topics":["chatbot","langchain","llama-index","llamaindex","python","rag","rag-chatbot","redis","redis-cache","streamlit"],"license":null,"category":"ai-agents","readme_excerpt":"📚 RAGIndex: Retrieval Augmented Generation (RAG) with LlamaIndex & Streamlit Transform your documents into an intelligent Q&A system using LlamaIndex RAG capabilities and Streamlit's interactive interface. Upload PDFs, DOCX, or TXT files and get instant, contextual answers powered by advanced AI embeddings. https://github.com/user-attachments/assets/a59324bf-1e8a-4dc5-a3b6-7cc32c9ad31f 🎯 What is RAGIndex? RAGIndex is a Retrieval-Augmented Generation (RAG) application that leverages LlamaIndex for document processing and Streamlit for the user interface. It transforms static documents into an interactive knowledge base where you can ask questions and receive accurate, context-aware answers. 🔥 Key Features - 🚀 LlamaIndex-Powered RAG : Advanced document indexing and retrieval using LlamaIndex's state-of-the-art RAG pipeline - 💻 Streamlit Web Interface : Beautiful, responsive UI built with Streamlit for seamless user experience - 📄 Advanced Document Processing : Multi-format support (PDF, DOCX, TXT) with intelligent text extraction and metadata preservation - 🔍 Intelligent PDF Ingestion : Sophisticated PDF processing with page-level tracking, automatic fallback mechanisms, and detailed metadata retention - 🧠 Smart OCR Pipeline : Automatic OCR processing for image-based PDFs using Tesseract with custom configuration and error handling - 📊 Document Tracking & Deduplication : Advanced document store with Redis-backed tracking, duplicate detection, and ingestion state manage","default_branch":null,"files":null,"tree":[],"storefront":"/r/rigvedrs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/rigvedrs/RAGIndex/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}