Encrypting Vector Databases: How and Why Embeddings Need to be Protected with Colt and Patrick

Not sure how to protect sensitive data in a vector database? Colt and Patrick discuss why and how you can encrypt data you store in a vector database while maintaining usability. 0:00 Encrypting Vector Databases: How and Why with Colt and Patrick 00:04 Introduction 00:24 What are vectors? 01:29 How are they used? 03:06 How do you make them? 04:34 RAG 04:58 Inversion 07:03 Protecting vectors 09:00 Metadata 10:39 How important is this? #machinelearning #dataprivacy #datasecurity #genai #ai #aisecurity #encryption #cryptography