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Webinar

Webinar

Webinar

End-to-End RAG with Databricks

End-to-End RAG with Databricks

End-to-End RAG with Databricks

Going from unstructured data to deployed AI assistants.

Join this webinar

Join this webinar

Join this webinar

Speakers

Speakers

Speakers

Maria Khalusova

Maria Khalusova

Head of Developer Relations, Unstructured

Prasad Kona

Prasad Kona

Lead Partner Solutions Architect, Databricks

Where/When

Where/When

Where/When

Tuesday, May 20, 2025

Tuesday, May 20, 2025

10am PT / 1pm ET

10am PT / 1pm ET

Length

Length

Length

1 hour on Zoom Events

Overview

Join us for a hands-on webinar where we’ll guide you through the end-to-end process of building a Retrieval Augmented Generation (RAG) application—from raw, unstructured data to a production-ready chatbot. In this session, you’ll learn how to turn your enterprise data into a powerful foundation for a context-aware AI assistant using Databricks and Unstructured.

We’ll show you how to clean, structure, and intelligently chunk documents with Unstructured, then walk through how to store the results and their embeddings in Delta Tables—optimizing for both performance and manageability. You’ll see how Databricks makes it easy to set up and maintain Vector Search endpoints, enabling fast and accurate retrieval during chatbot interactions.

Throughout the session, we’ll cover the critical stages of a RAG pipeline, including data preparation, embedding generation, vector search implementation, and LangChain-based chatbot deployment. We’ll also share practical tips to help you deploy your RAG application. 

Technical Details

In this session, we’ll walk through:

  • Understand the process of preparing raw data for RAG, including document partitioning, chunking, embedding and storing it in Delta Tables.

  • Learn how to create and manage Vector Search endpoints for efficient search requests.

  • See how to use the Vector Search index to find contextually relevant documents for the chatbot.

  • Discover how to deploy and configure a chatbot using Langchain and Databricks.

  • See how Databricks and Unstructured simplify the development lifecycle from data to production-ready AI applications.

This webinar includes a live demo and an open Q&A where you can get your questions answered. Can't join live? Register anyway to receive the recording!

Visit Unstructured.io/databricks to get started.

In this session, we’ll walk through:

  • Understand the process of preparing raw data for RAG, including document partitioning, chunking, embedding and storing it in Delta Tables.

  • Learn how to create and manage Vector Search endpoints for efficient search requests.

  • See how to use the Vector Search index to find contextually relevant documents for the chatbot.

  • Discover how to deploy and configure a chatbot using Langchain and Databricks.

  • See how Databricks and Unstructured simplify the development lifecycle from data to production-ready AI applications.

This webinar includes a live demo and an open Q&A where you can get your questions answered. Can't join live? Register anyway to receive the recording!

Visit Unstructured.io/databricks to get started.

In this session, we’ll walk through:

  • Understand the process of preparing raw data for RAG, including document partitioning, chunking, embedding and storing it in Delta Tables.

  • Learn how to create and manage Vector Search endpoints for efficient search requests.

  • See how to use the Vector Search index to find contextually relevant documents for the chatbot.

  • Discover how to deploy and configure a chatbot using Langchain and Databricks.

  • See how Databricks and Unstructured simplify the development lifecycle from data to production-ready AI applications.

This webinar includes a live demo and an open Q&A where you can get your questions answered. Can't join live? Register anyway to receive the recording!

Visit Unstructured.io/databricks to get started.

Unstructured

ETL for LLMs

GDPR

Visit Unstructured’s Trust Portal to learn more.

Join our newsletter

Copyright © 2025 Unstructured

Unstructured

ETL for LLMs

GDPR

Visit Unstructured’s Trust Portal to learn more.

Join our newsletter

Copyright © 2025 Unstructured

Unstructured

ETL for LLMs

GDPR

Visit Unstructured’s Trust Portal to learn more.

Join our newsletter

Copyright © 2025 Unstructured