Stale Embeddings Hurt Search Quality in RAG: How to Fix It

For RAG and AI applications in general, vector embeddings need to stay synchronized as the underlying data changes. When they don’t, search relevance and the user experience degrade.

I walk through ways to handle these, including Integrated Embeddings in Azure Cosmos DB 👇

Learn more: Announcing the public preview of Integrated Embeddings in Azure Cosmos DB