# CardioLab Papers Vector Database
SJSU Biomedical Engineering - CardioLab AI RAG System

## Contents
- chunks.json: 417 text chunks from 16 CardioLab papers
- metadata.json: Paper names, pillar tags, chunk IDs
- embeddings.npy: 417x384 embeddings using all-MiniLM-L6-v2
- paper_stats.json: Stats per paper

## Papers Included
### MCL/PIV Pillar (7 papers)
- Final Report - Natalia Briseno
- BME MS Project Defense - MCL 2025
- Fabrication and Testing of Polycarbonate Heart Valves
- Monoleaflet Final Report
- BME 298 Final Project
- BME 198B Final Paper
- Zaky Aya Thesis

### CKD Pillar (6 papers)
- Defense updated Adwait Pathak
- Updated Presentation
- Almary Bernal CKD Project Defense
- MS Final project report Ivana Kovac
- SMS Revised Final Report
- BME 198B Final Paper 6

### TGT Pillar (3 papers)
- Final Report MAH team
- Design and Validation TGT Santosh Yhanira
- BME 198B Final Report improved

## Usage
Used by CardioLab AI (huggingface.co/spaces/Saicharan21/CardioLab-AI)
for RAG - retrieval augmented generation from actual SJSU lab papers.