Develop Recommendation Engine

#notes

• Create embeddings for images, add them to an index

• Create embeddings for prompt, add them to an index

• Flow:

  • User clicks on an image
  ClientServerimage, promptCreate embeddingimage, prompttext + image vector embeddingtext vector embeddingText Embedding ANN Indextop 7 + pageNumber resultImage Embedding ANN Indeximage vector embeddingtop 7 + pageNumber result image results (14/15 images)Save to DB click
  • User Searches for Item:
  ClientServerqueryCreate embeddingquerytext vector embeddingtext vector embeddingText Embedding ANN Indextop 15 + pageNumber resultimage results (14/15 images)Save to DB search history - User likes an Image -