mlsd-prediction.md

Prediction Service

Embedding Generation

Indexing Service

• Index text, image, video by their embeddings
• provides and keeps updating a look up table
  • index new items upon arrival
  • pros: efficient search by NN service
  • cons: memory usage
    • optimization techniques

Nearest Neighbor Service

• Approximate Nearest Neighbors (ANN)
  • Tree-based ANN
  • Locality-sensitive hashing (LSH)
  • Clustering based