Embedding Drift
The gradual divergence between document and query embeddings over time, causing retrieval quality to silently degrade.
Embedding drift occurs when the same text produces different embeddings due to preprocessing changes, model updates, or index inconsistencies. Document embeddings and query embeddings slowly fall out of alignment. The degradation is gradual enough that teams often blame the model rather than their infrastructure.
Also known as
vector drift, representation drift