How to use multiple data files in vertex AI

yogendra123 · 07-10-2023 05:45 AM

Hi

I am looking to implement Vertex AI on product. The use case is very simple. The end user uploads some files (mostly CSV or xls containing 50 to 1000 entries.). Then user can request info using prompt.

Here is an example:

User 1 -> uploads a csv having pricelist -> tshirt- $10, book - $15, bag - $20
User 2 -> uploads a csv having pricelist -> tshirt- $25, cap - $12, shorts - $15

Now if user 1 prompts and asks for value of tshirt. He should see $10. Also if he requests price of cap he should get an error.

Similarly if user 2 prompts and asks for value of tshirt. He should see $25. Also if he requests price of book he should get an error.

I was wondering how can I implement this on vertex AI in a way that data/files uploaded by one user is not accessible to other user. I am not looking create a fine tuned model for each client as it is not cost effective and also the client data does not require any special learning.

Please help.

Thanks in advance.

Regards
Yogendra

hussnain

@yogendra123 did you manage to get a workaround for this usecase