VoltIQ Concierge, the Customer Service AI Agent That Answers Across SQL, MongoDB & Vector Search

VoltIQ Concierge is a full-stack internal AI agent built for electronics
store operations. Ask one question in plain English — it routes across
Supabase Postgres, MongoDB Atlas, and pgvector to return a single,
grounded answer with a full tool trace.

Built with:
⚡ FastAPI + LangChain v1 (gpt-4o-mini)
🗄️ Supabase Postgres — inventory, orders, customers
🍃 MongoDB Atlas — customer reviews, support tickets
🔷 pgvector (Supabase extension) — policy handbook RAG
⚛️ React + Vite + TypeScript — dark/light mode UI

Demo queries shown:
→ Cheapest laptops in stock
→ Top products by revenue
→ What did Tony Stark order?
→ Customer reviews (Samsung TV, LG OLED)
→ Open support tickets
→ Return policy (handbook RAG)
→ Multi-tool: laptops under $400 + return policy

GitHub: https://github.com/SQLicious/agentbuilder-hw2-rubygunna-multi-db-agent

#AI #LangChain #FastAPI #React #MongoDB #Supabase #pgvector #RAG #FullStack

Видео VoltIQ Concierge, the Customer Service AI Agent That Answers Across SQL, MongoDB & Vector Search канала Roopmathi Gunna