Building Generative AI Apps to Talk to Your Data

IntermédiaireNiveau de compétence

Actualisé 06/2026

Build conversational AI apps that answer questions from your data with Cortex Search and Cortex Analyst on Snowflake.

Description du cours

Most of your organization's knowledge is locked inside tables, PDFs, and documents that only technical users can query. What if anyone could just ask? In this course, you'll build generative AI apps on Snowflake that let people talk to their data in plain language. You'll learn when to reach for RAG, hybrid search, or text-to-SQL, then build working chatbots with Cortex Search for documents and Cortex Analyst for tables, each with a Streamlit front end. By the end, you'll turn raw data into answers the whole business can use.

Prérequis

Generative AI Essentials with Snowflake

Introduction to building conversational apps with data

In this chapter, learn how to choose between RAG, hybrid search, and text-to-SQL for your data and sketch the architecture of a conversational app on Snowflake.

Description du cours

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