# TODO 1. Package the RAG (non-agentic) model generator into a factory function 2. Ensure one can swap embeddings 3. Vibe check text embeddings vs snowflake-arctic-embed-l 4. Generate dataset 5. Finetune snowflake 6. Upload to HF 7. Use in the agentic https://www.notion.so/Session-11-Certification-Challenge-1c8cd547af3d8103a6b6c5f3408d5854