Luminary Home — Product Knowledge Base
Retail RAG Agent · Agent 02
RAG Live

About this agent

Ask any question about the Luminary Home product catalogue. The agent retrieves the top 3 matching products from a Pinecone vector database, then uses Claude to generate a grounded answer.

It only answers from retrieved products — no guessing.

Try asking

Do you have any lavender candles?
What rugs are suitable for a bedroom?
Gift idea under £50 for a fragrance lover
What outdoor lighting options do you have?
Show me sustainable storage products
What bedding is best for hot sleepers?

Concepts demonstrated

RAG Pipeline Vector Search Pinecone Embeddings Grounding Retrieval Source Citing
Retrieval-Augmented Generation  ·  Pinecone vector search  ·  Strict grounding
LH
Welcome! I'm the Luminary Home Product Knowledge Base. Ask me anything about our catalogue — candles, lighting, bedding, rugs, outdoor, and more.

I'll search our product database and show you exactly which products I retrieved to answer your question.
Built by Vikram Yeldandi · Applied AI PM Portfolio · Agent 02 of 12