Google Codelab: Deploy a RAG AI Agent in Streamlit using Google ADK and Cloud Run (Intermediate)
About This Workshop:
Ever wanted to build your own intelligent, context-aware chatbot? In this hands-on codelab workshop, you will build an interactive AI Barista agent for a local coffee shop!
Using Google's open-source Agent Development Kit (ADK) and the advanced Gemini 3.5 Flash model, you'll implement Retrieval-Augmented Generation (RAG) to ground the agent's recommendations in real menu data (complete with dietary tags and allergens). To tie it all together, you'll wrap your intelligent agent in a user-friendly Streamlit chat interface and deploy it live to Cloud Run.
Level: Intermediate
Who It’s For:
Developers, data scientists, and engineers looking to move beyond basic prompts and build practical, grounded RAG applications.
Anyone eager to explore Google's Agent Development Kit (ADK) and serverless deployment workflows on Cloud Run.
Prerequisites & What You Will Need:
Basic familiarity with Python.
A fully charged laptop and charging cable.
A modern web browser such as Google Chrome.
A Google Cloud project with billing enabled.
What to Expect: Light lunch + refreshments and a hands-on workshop.
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