What is the best way to integrate Gemini into a media studio?

[Peterson047]

I thought about integrating terabytes of videos, music and documents into categorized datasets. Instead of consulting each document, Gemini itself would analyze each file previously and insert it into a data set. When the user uses AI in an internal application, Gemini consults this set of datasets and returns the result. Is there an easier way to do this? Do VertexAI, GCP, etc. already have similar solutions?

[kc3]

It sounds like you are curious and interested in ML and AI. In order to use the technology, you first need to clarify your goal and then you can start learning and experimenting. 

Are you looking to put data in categories that you already know? This is called supervised learning and the way it works is to train an algorithm on known solutions ("labels") in order to predict for unknown data the right label. 

If you would like to have an algorithm explore relationships and groups in data, that is called unsupervised learning because you do not have pre-chosen categories to group the data into. 

Both techniques use characteristic values, called features, of the data in order to decide what could be considered close or related to each other in some sense.

It becomes quite technical very quickly but if you are curious, go ahead and start learning. It is very interesting.