Step 1
User Query
“Patient with elevated troponin and chest pain”
Step 2
Vector Database Semantic Search
Snippet A: Clinical guidelines for acute coronary syndrome
Snippet B: Triage protocol for cardiac biomarker elevation
Step 3
LLM Generator
Fact-grounded clinical recommendation response