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RAG-based PDF Query System for Healthcare Insurance Changelog

Developed a Streamlit-based RAG application that ingests healthcare insurance PDFs, chunks and embeds text with FAISS + AWS S3, and delivers context-aware GenAI answers via Claude/Amazon Titan.

2024-10-01

Defined architecture & data flow; established PDF ingestion pipeline

2024-11-15

Implemented text chunking & FAISS embedding generation

2024-12-01

Built admin UI for PDF uploads; integrated AWS S3 index storage

2024-12-10

Launched user Streamlit interface; validated answer accuracy > 95%