I'm developing a truly multimodal database by document db, object storage, and vector db into a nicely unified interface.

Traditionally, text and other media files such as images, video, and audio are treated separately requiring developers to set up pipeline to deal with multi modalities in their app.

Moreover, when they need semantic search capabilities over their multimodal data, they need to set up embedding pipeline with vector db.

I want to make an abstracted document DB that natively accepts multiple modalities inside JSON documents and automatic semantic search indexing.

Please check out the docs and let me know your thoughts.

https://docs.capydb.com