Chat with Your Snowflake Data + Generate Visual Reports

I created this guide because working with large datasets in Snowflake via AI can be tricky — especially when you want meaningful insights without sending all raw data to the AI.

What you get here:

• A workflow that connects your AI agent to Snowflake, analyzing database schemas and generating accurate SQL queries

• A smart way to handle large data by generating visual reports on separate HTML pages instead of feeding all raw records to the AI

• Interactive reports with filtering, pagination, chart types, and CSV export

• Support tools that retrieve your database schema and table column info dynamically to empower your SQL generation

If you want to chat with your Snowflake data more intuitively or build your own visual SQL report generator, this guide will save you time. Drop a comment if you have questions or need help adapting it to your data source!

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