Your business GenAI assistant: from idea to prototype
Hands-on workshop · DUMP Days 2026 · Sparky*
Description
Materials from the DUMP Days 2026 workshop. In two hours, the workshop walks step by step through the entire process of building a production RAG system: document ingestion, chunking, embeddings, vector search, a LangGraph agent with tools, and deployment as a REST API and web application.
Everything is built on Databricks Free Edition – no credit card, no local installation, enough for prototyping and learning. The package includes a presentation with key concepts (GenAI, LLM, RAG, embeddings, Agentic AI) and a complete Jupyter notebook you can open in your own Databricks workspace, run, and adapt to your own projects.
What you will learn
– The full path from data to a working agent
– How to build RAG and AI agents the right way
– Why security and data governance matter
– How to turn a prototype into production
Materials
