overview
This solution architecture shows how to build an end to end RAG based AI app using Snowflake Cortex for equipment maintenance.
- Ingest raw data from repair manuals into Snowflake tables
- Use Snowpark for data cleaning, transformations and chunking
- Invoke Cortex LLM function to process user prompts and document chunks and generate responses
- Build Streamlit app for the application UI