Yujian Tang
Free Lesson

Build an Agentic RAG App with Databricks and Neon (Hands-On)

30 min
Aug 25, 2026 9:00 PM

What you'll learn

How to use Databricks AI Gateway

We will use Databricks Free Edition AI Gateway to access many state-of-the-art LLMs

How to use Neon with PGVector

We will use Neon Free Edition and PGVector as an easy and fast vector database that we can use to look at the data.

Data Segmentation

We'll show the difference in how data is stored based on how its chunked/segmented.

Why this topic matters

This lightning lesson bridges that gap by guiding you through building a functional sample application using Neon's serverless PostgreSQL database and Databricks Free Edition. You will explore two distinct data chunking methods, giving you a hands-on way to compare how different retrieval strategies impact your agent's performance.

You'll learn from

Yujian Tang

Yujian Tang

30k+ Learners on LinkedIn, Guest Lecturer @ Stanford

Associated with

Databricks
Amazon Web Services
Neon Postgres
Stanford University
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