Few shot learning

[Moeinh77]

Hi, thanks for the great software! I have a dataset of custom entities, and I want to use Zshot to detect these custom entities. how can I do the few-shot learning with your tool? also is there a way to have my own linker that searches my own data? would you mind giving me a code snippet for the few-shots?
thanks!

[marmg]

Hello, thank you for your interest!

• how can I do the few-shot learning with your tool?
  At the moment, we don't have any few-shot model available, so this is not possible yet. We are interested in this and will explore how to add it to the library.

• also is there a way to have my own linker that searches my own data?
  Yes, that is possible. Here there is a collab notebook that explains how to create custom components.
  Check also https://ibm.github.io/zshot/#how-to-create-a-custom-component.