How to search for particular things stored this can be anything that is stored I would like either time or something and is there a way to earase all data of a particular user

[furkanshaikh313]

No description provided.

[JoanFM]

Hello @furkanshaikh313,

Can you be more explicit? What are you trying to search? This library is to search based on embeddings

[furkanshaikh313]

I want to be able to save different types of data inside a vector database with having the ability to retrive data easily @JoanFM can you help me on that?

[JoanFM]

What kind of data you want to store. Right now, vectordb allows to store data in a specific format schema

[furkanshaikh313]

Like mainly text but it would be amazing if i can save images and audio as well

[JoanFM]

You can define the schema like this:

from docarray import BaseDoc
from docarray.documents import ImageDoc, TextDoc, AudioDoc

class MyDoc(BaseDoc):
    text: Optional[TextDoc]
    image: Optional[ImageDoc]
    audio: Optional[AudioDoc]
    embedding: NdArray

[furkanshaikh313]

so should i use this with vector db?

[JoanFM]

yes, u can use this, define a schema that satisfies ur needs, and u can do this

[furkanshaikh313]

by the way @JoanFM do you know a way i can like host this 24/7 on cloud for free?

[JoanFM]

I do not think there are options to host for free. You can check JCloud option, were it would scale to 0 and u would only pay when it actually receives requests

[furkanshaikh313]

hmm Listen I am thinking of using this on a big project of mine and it need to be able to handle different customers and not intermix anything is that possible?

[JoanFM]

multitenancy is not supported. You would need to create an index for each of ur customers