5. NEW Interactive Interface

We can use recwizard.Monitor to define and launch the interactive interface after building the model.

Step 1: Add @monitor decorator to your model/pipeline’s response function: .. code-block:: python

from recwizard.model_utils import BasePipeline

• from recwizard import monitor

  class NEWPipeline(BasePipeline):

  …

  • @monitor def response(

    self, query, return_dict=False, rec_args=None, gen_args=None, **kwargs

    ):

    …

Step 2: Use monitoring context with your model/pipeline:

newPipeline = NEWPipeline(
            config=NEWConfig(),
            gen_module=yourGenModule,
            rec_module=yourRecModule,
        )
with monitoring(mode="debug") as m:
    response = newPipeline.response(
        query, return_dict=True, rec_args=rec_args, gen_args=gen_args
    )
    logger.info(f"Response: {response}")
    logger.info(f"Details: {response.graph}")