rag
Healthcare Document Retrieval Assistant — Hospital-Style Dataset
Problem
Administrative information spread across structured and text healthcare-style records needed a simpler source-grounded search experience.
Main result
Created a demonstration assistant for administrative Q&A over hospital-style data. It is not a deployed medical diagnostic system.
Project work
- Structured and text healthcare-style records
- Excel and text data ingestion
- LangChain retrieval pipeline
- FAISS vector search
- Source-grounded administrative Q&A
- Demonstration-only, non-diagnostic scope
Technologies
PythonLangChainFAISSExcelText DataRAG