Databricks demo in Hands on workshop at Singapore
Processes
- Process the .pdf file into Databricks vector search. parse the text and split it into chunks. Chunks will then be embedded as vectors into Vector Search Index.
- Prepare your Chatbot with LangChain. Use Langchain and Llama-2 to create a chatbot that will retrieve the text from Databricks Vector Search and answer your .pdf specific questions.
- Plug it to Gradio App. wrap the Chatbot into a Gradio app, so you can share it and have a cool interface to use it
Databricks demos components
- Delta Live Table
- Data Science
- Unity Catalog
- BI/DW/DBSQL