Build a RAG-based, Gen AI Application in 60 Minutes in the Databricks Data Intelligence Platform
July 25, 2024
9 - 10 AM PDT
Virtual
David Hrncir
Abhijeeth Padarthi
Create a Fivetran connector from a Cloud File Storage to move unstructured and structured datasets to the Databricks Data Intelligence Platform.
Chunk your data and use Databricks Model Serving to automatically create embeddings and index your datasets.
Create a RAG application using Mosaic AI Vector Search and DBRX Instruct to build a virtual assistant that helps you plan a visit to California wine country.
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Take your data to the next level to deliver seamless and efficient solutions with real-time data. Between Fivetrans robust 500+ connectors and Databricks Data Intelligence Platform, users can effortlessly ingest and centralize data. These solutions together will keep your data lake enriched with valuable information for real-time decision-making and analysis.
In this hands-on lab, we will dive into how RAG-based applications unlock powerful vector search capabilities, advanced AI models, and easy-to-use development tools to build intelligent and responsive applications through the Data Intelligence Platform.
Create a Fivetran connector from a Cloud File Storage to move unstructured and structured datasets to the Databricks Data Intelligence Platform.
Chunk your data and use Databricks Model Serving to automatically create embeddings and index your datasets.
Create a RAG application using Mosaic AI Vector Search and DBRX Instruct to build a virtual assistant that helps you plan a visit to California wine country.
David Hrncir
Abhijeeth Padarthi
David Hrncir
Abhijeeth Padarthi
Take your data to the next level to deliver seamless and efficient solutions with real-time data. Between Fivetrans robust 500+ connectors and Databricks Data Intelligence Platform, users can effortlessly ingest and centralize data. These solutions together will keep your data lake enriched with valuable information for real-time decision-making and analysis.
In this hands-on lab, we will dive into how RAG-based applications unlock powerful vector search capabilities, advanced AI models, and easy-to-use development tools to build intelligent and responsive applications through the Data Intelligence Platform.