Free DATABRICKS-CERTIFIED-GENERATIVE-AI-ENGINEER-ASSOCIATE Web TestEngine Demo

Q2 Single choice

A Generative Al Engineer is deciding between using LSH (Locality Sensitive Hashing) and HNSW (Hierarchical Navigable Small World) for indexing their vector database Their top priority is semantic accuracy.

Which approach should the Generative Al Engineer use to evaluate these two techniques?

A
Compare the cosine similarities of the embeddings of returned results against those of a representative sample of test inputs
B
Compare the Bilingual Evaluation Understudy (BLEU) scores of returned results for a representative sample of test inputs
C
Compare the Recall-Onented-Understudy for Gistmg Evaluation (ROUGE) scores of returned results for a representative sample of test inputs
D
Compare the Levenshtein distances of returned results against a representative sample of test inputs

DATABRICKS-CERTIFIED-GENERATIVE-AI-ENGINEER-ASSOCIATE Web TestEngine demo