Real-Time Retail Concierge is Live!
Excited to share that our submission for the Google Cloud Rapid Agent Hackathon is fully deployed and ready to try!
What we built:
- Multimodal Search - upload any product photo and get instant semantic matches powered by Gemini Vision
- Conversational AI - chat naturally to find products, check prices, and manage your cart
- Sub-second results - MongoDB Atlas Vector Search with $vectorSearch aggregation
- Production deployed - live on Google Cloud Run
Try it now:
https://retail-concierge-262035403755.us-central1.run.app
Watch the demo:
Built with Google Gemini 2.5 Flash, MongoDB Atlas, Next.js, and Google Cloud Run.
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