Back to Videos
Every Vector Is Locked to Its Model. Here's the Fix.
0:60
Short Form
Ethan
April 17, 2026
Summary
Every vector in your database is locked to the model that created it. Upgrade the model, and your entire index breaks. Feature URIs tag every vector with its extractor, model version, and embedding space — so you can upgrade, A/B test, and roll back without re-indexing.
short-formembeddingsvector-databaseembedding-portabilitymodel-upgradefeature-urimultimodal-ai
About this video
Every vector in your database is locked to the model that created it. Upgrade the model, and your entire index breaks. Feature URIs tag every vector with its extractor, model version, and embedding space — so you can upgrade, A/B test, and roll back without re-indexing. mixpeek.com/embeddings