Housekeeping

• Scott Moss Notion notes
• Course Github repo

Notes

• LLM vs Diffusion model (Things like midjourney)
  • Paper Break: HyperDreambooth

Traditional vs Semantic search

• Traditional search matches for keywords, and doesn’t consider context
• Semantic on the other hand, tries to understand the intent behind your query
  • Querying ‘big cats’ via some semantic search will give you lions, tigers etc instead of exact word matches.
• Embeddings and vectors help make semantic search possible.

Embeddings and vectors

• Scott describes this better than I can, for now