Data Apps in Python with Plotly Dash and DBRX LLM

A tutorial on the creation of two Plotly Dash apps with the DBRX LLM. The first app is a simple chat app, with Plotly Dash serving as the front-end interface. The second app is a bit more sophisticated and it uses RAG (Retrieval Augmented Generation) for augmenting LLM knowledge with additional documents. This app will take one document or web page and try to answer the users’ questions based solely on that web page or document.

Chat App:

RAG App:

Video layout:
00:00 - Chat app
03:14 - Layout
04:12 - Callback
06:58 - RAG app
11:25 - Layout
12:34 - Callback

#databricks #ai #llm #plotly #datascience #datavisualization #datavisualization