intermediate
saas
e-commerce
fintech
RAG-Powered Customer Support Bot
Production-grade customer support system using RAG with Llama 3, ChromaDB vector store, and FastAPI. Handles 10K+ queries/day with <200ms p95 latency.
rag
llm
customer-support
fastapi
chromadb
Notebook→Production
Removed (experimental)
Added (production)
42 lines (notebook)
111 lines (production)
Performance Summary
Cost/Request
$0.0008
p95 Latency
187ms
Models Compared
4
Deploy & Earn
+200 XP
Awarded when you deploy this prototype to production