Back to Tutorials | Interactive Beginner

RAG in the Evolution of Querying

30 minutes admin 13 views Internal

External Tutorial

This tutorial is hosted on Internal. Click below to access it.

Overview

RAG in the Evolution of Querying
Tutorial on Retrieval-Augmented Generation

Prerequisites

Basic understanding of Large Language Models (LLMs).
Familiarity with traditional databases and SQL concepts.
Introductory knowledge of Vector Embeddings.

Learning Outcomes

The core architecture of Retrieval-Augmented Generation (RAG).
How RAG bridges the gap between SQL and Generative AI.
The evolution from Naïve RAG to Agentic RAG (2025–2026).
Why RAG is critical for scientific research and data provenance.

Tutorial Info

Type Interactive

Difficulty Beginner

Duration 30 minutes

Provider Internal

Published Apr 09, 2026

Last Updated May 24, 2026