Vector Database Migration — Move Your Vectors to a New Store

I will migrate your vector database from one provider to another — covering vector export from your source store, transformation to the target store's format, metadata mapping, batch import with progress monitoring, retrieval quality validation confirming the migrated index performs equivalently, and a cutover plan with rollback capability. Vector database migrations are more complex than they appear — vectors generated with one embedding model cannot be migrated to a store using a different model without regeneration, metadata schemas frequently differ between providers requiring careful mapping, and retrieval quality validation is essential to confirm the migration hasn't degraded query performance.

The migration covers source vector export, embedding model compatibility check, metadata schema mapping, target store import pipeline, retrieval quality comparison (pre and post migration), and a zero-downtime cutover approach.