Prompting

Following the model's training phase, before synthetic data generation, AryaXAI offers a 'Prompting' feature that allows you to establish specific conditions for the data generation process.

List existing prompts:

project.get_synthetic_prompts()

Create Synthetic Prompts

project.create_synthetic_prompt(
    name='Grade A synths',
    expression='(grade = A)'
)

Check configuration of prompts:

project.synthetic_prompt(prompt_id='2666f1f8ec1c')

Make prompts active/inactive:

Deactivate or delete the prompt. An 'Active' status indicates that the conditions specified in the prompt will be applied during the generation of new synthetic data.

project.update_synthetic_prompt(prompt_id='2666f1f8ec1c',status='inactive')

Additional functions:

# prompt.get_expression()