snowflake▌

Build and deploy Streamlit apps natively in Snowflake with Snowpark integration and Marketplace publishing. \n \n Supports two runtime options: Warehouse Runtime (personal instances, Anaconda packages) and Container Runtime (shared instances, PyPI packages, significantly lower cost) \n Includes Snowpark session integration for native data access, multi-page app structure, and caller's rights connections (v1.53.0+) for per-user data isolation \n Prevents 14 documented errors including package cha

Build and deploy applications on Snowflake's AI Data Cloud with Cortex AI, Native Apps, and Snowpark. \n \n Cortex AI functions (COMPLETE, SUMMARIZE, TRANSLATE, SENTIMENT, AI_FILTER, AI_CLASSIFY) run directly in SQL with 7+ LLM models and automatic optimization for filtering queries \n Native App development with Streamlit, external access integrations, shared data patterns, and Marketplace publishing with security review workflow \n JWT key-pair authentication with account locator/organization-

Build and validate Snowflake semantic views using Snowflake CLI with guided DDL creation and testing. \n \n Handles the complete semantic view lifecycle: drafting DDL, populating synonyms and comments from Snowflake table metadata, validating against Snowflake via CLI, and executing final CREATE or ALTER statements \n Requires one-time Snowflake CLI installation and connection setup; confirms prerequisites before proceeding with validation \n Validates all DDL against Snowflake using temporary v