Machine learning and GenAI

Landing page for Machine Learning and GenAI use case guides

ClickHouse is ideally suited as a real-time database to power Machine Learning workloads. With ClickHouse, it’s easier than ever to unleash GenAI on your analytics data. In this section, you’ll find some guides around how ClickHouse is used for Machine Learning and GenAI.

Section	Description
AI chat	This guide explains how to enable and use the AI Chat feature in the ClickHouse Cloud Console.
Semantic Layer	Learn how to customize the ClickHouse Assistant chat agent with AGENTS.md to provide business-specific rules, calculations, and data structure guidance.
MCP	A collection of guides to get you setup using Model Context Protocol (MCP) with ClickHouse
AI-powered SQL generation	This feature allows you to describe your data requirements in plain text, which the system then translates into corresponding SQL statements.