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AnalystLLM

The Snowflake BUILD Bootcamp Day One Project I built an Analyst App that uses a Snowflake database, Snowflake Cortex, and Streamlit to answer analytics sales questions from company documents without hallucination.

It's based off this Quickstart

Final App

Screenshot 2024-11-14 194242 Screenshot 2024-11-14 195018 Screenshot 2024-11-14 194347 Screenshot 2024-11-14 194405 Screenshot 2024-11-14 194504 Screenshot 2024-11-14 194624

Built Database Structure with SQL Worksheet Prompts

Used SQL prompt to build the warehouse, database, schema, and tables. Used additional lines of the prompt to pull data from documents into the tables. image

Loaded Files and Yaml

Uploaded files into the stage that was created including the yaml file. image

Set up Streamlit and replaced Code

Replaced the template code with the AnalystApp.py code. image

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The Snowflake BUILD Bootcamp Day One Project

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