RAG_CortexApp

The Snowflake BUILD Bootcamp Day Two Project The project was based off this Quickstart

I built a RAG based chatbot that parsed pdfs for usable text chunks and answered questions in natural language. It also had the option to answer the questions with a variety of different AIs like Llamas3.

Final App

Database Structure

I built the data warehouse, database, and schema structure with a SQL Worksheet script

Chunking Table and PDF Parsing with python code and SQL Prompts

See Snowflake SQL Worksheet

Launch with Streamlit

I worked with Streamlit in Snowflake to deploy it and change the code to RagCortexApp.py