Requirements:

Workspace with Unity Catalog, Model Serving and Vector Index

Interactive, single user cluster running 14.3 ML or higher (Gradio piece won't work with Serverless or Shared Notebook Cluster). Suggest LTS.

Code to create your own RAG Chatbot in Databricks

Import the RAG Chatbot.dbc file which includes the following notebooks:

1 Create needed Tables 2A incremental PDF to docs_text 2B CSV to docs_text (alternate method for website text scraping) 3 RAG Chatbot 4 Chatbot GUI

Instructions on what code to change for your own use are shown in the demo video.