Snowflake Cortex AI is a fully managed, serverless suite of AI and ML services that runs directly within the Snowflake Data Cloud, eliminating the need to move data outside secure environments. The guide covers the full Cortex AI suite including: AI SQL functions (AI_COMPLETE, AI_SENTIMENT, AI_EMBED, AI_REDACT, AI_TRANSCRIBE, and more), Cortex Search for hybrid keyword and semantic search on unstructured data, Cortex Analyst for natural language to SQL conversion, Document AI for extracting structured data from documents, Cortex Guard for responsible AI safety filtering, Cortex Code (Coco) as a data-engineering-focused AI coding agent, and Cortex Agents with Snowflake Intelligence UI. The author shares practical experience building RAG pipelines, document assistant bots, and analytics tools, noting both strengths and limitations observed in real-world use.
Table of contents
Cortex AI Suite: A Technical Deep DiveCortex AISQL Functions: AI with Familiar Syntax of SQLCortex Search: Search Analytics on Unstructured DataGet sandip pani’s stories in your inboxCortex Analyst:Document AI & Built-in ML Functions:Cortex Guard:Snowflake Cortex Code (Coco):Cortex Agent & Snowflake Intelligence:Sort: