What is embedding drift and how do you handle it?
LLM Engineer Interview Questions: Embeddings, Vector Search, and Cosine Similarity Explained
Audio flashcard · 0:16Nortren·
What is embedding drift and how do you handle it?
0:16
Embedding drift happens when the embedding model is updated, producing different vectors for the same text. This breaks any system that mixes old and new embeddings, since they live in different vector spaces. The standard solution is to re-embed all documents whenever you change the embedding model, treating it as a versioned migration.
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