Summarize data with Foundry Tools and Azure database for PostgreSQL

Intermediate
Developer
Azure Database for PostgreSQL
Azure AI services

This module will examine how Foundry Tools and the Azure AI extension for Azure Database for PostgreSQL - Flexible Server enable Generative AI summarization techniques for condensing complex content into concise summaries.

Learning objectives

  • Evaluate the summarization techniques available through Foundry Tools and the azure_ai extension.

  • Examine the differences between extractive, abstractive, and query-focused summarization.

  • Apply Generative AI summarization techniques to data in a PostgreSQL database to gain practical experience using Foundry Tools and the azure_ai extension for summarization.

Prerequisites

Before starting this module, you should have experience working with PostgreSQL databases, writing SQL queries, and a general understanding of Generative AI concepts.