With , Developer Advocate, MongoDB
Excited to share a project I collaborated on with the fantastic team at MongoDB! We dove deep into building “The Smart Shopping Cart” — a powerful, agentic AI application that smoothly blends semantic search (RAG) with real-time transactional data. This project showcases how to future-proof your AI apps with a modular, scalable architecture. We leveraged Google’s open-source MCP Toolbox for MongoDB to act as the crucial middle layer, enabling our Gemini agent built with ADK to execute complex database operations in MongoDB Atlas with simple natural language commands. Plus, we show you how to accelerate deployment by running the Toolbox server serverlessly on CloudRun! Read the full technical breakdown, get the code for the app that Stanimira and I built, and start building your own agentic database applications accelerated with Cloud Run.
Link to the blog:
Source Credit: https://medium.com/google-cloud/the-smart-shopping-cart-ai-agents-with-gemini-mongodb-atlas-vector-search-and-the-mcp-toolbox-b63789a66b0f?source=rss—-e52cf94d98af—4
