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June 10–13, 2024
San Francisco
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SESSION


RETRIEVAL-AUGMENTED GENERATION (RAG) APPLICATIONS


OVERVIEW

EXPERIENCEIn PersonTYPEPaid TrainingTRACKPaid TrainingDURATION240

 * Audience: Machine learning practitioners
 * Hands-on labs: Yes
 * Certification path: Databricks Certified Generative AI Engineer Associate
 * Description: This course is designed to introduce participants to contextual
   generative AI solutions using the retrieval-augmented generation (RAG)
   method. Firstly, participants will be introduced to the RAG architecture and
   the significance of contextual information using Mosaic AI Playground. Next,
   the course will demonstrate how to prepare data for generative AI solutions
   and connect this process with building an RAG architecture. Finally,
   participants will explore concepts related to context embedding, vectors,
   vector databases, and the utilization of the Mosaic AI Vector Search product.

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Apache, Apache Spark, Spark, and the Spark logo are trademarks of the Apache
Software Foundation. The Apache Software Foundation has no affiliation with and
does not endorse the materials provided at this event.






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