User embeddings, compatible with all vector databases, enable instantly personalized experiences while ensuring personal and privacy-preserving memory for AI.
FirstBatch's modular user embedding service seamlessly integrates into your AI stack, enhancing its capabilities.
A Simple SDK
to generate users embeddings
Start generating user embeddings from off-platform user interest data simply by adding an SDK into your frontend.
// example codes will be released soon
Query For User Embeddings
to get personalized recommendations
With real time query mechanism, you can receive user embeddings to upgrade your vector search based recommendation engines built on your own AI stack. FirstBatch’s flexible query structure allows you to receive user embeddings that fill industry specific needs.
User embeddings are stored via Zero-Knowledge(ZK) cryptography on HollowDB which means FirstBatch does not store any personal data of your users. ZK authentication is a method that allows users to prove their ownership on their data, without revealing any other information.