Changing the embedding model can invalidate index compatibility and retrieval behavior.
RAG ARCHITECTUREENTERPRISE AI ARCHITECTURE
Embedding Service
The embedding service converts documents and queries into vectors using controlled, versioned models.
The index records embedding-model version and rebuild status before a migration.
Can query and document embeddings ever use incompatible models?
REMEMBEREmbedding models are data-schema dependencies.
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