dummy_agent.py

# Copyright (c) Sony Group Corporation.
# Released under the MIT license

from typing import List, Dict

class DummyResponseAgent(object):
    def __init__(self):
        """ Load your model(s) here """
        pass

    def generate_responses(self, test_data: List[Dict], api_responses: List[str]) -> List[str]:
        """
        You will be provided with a batch of upto 50 independent conversations
        
        Input 1
        [
            {"persona B": ... "dialogue": ... }, # conversation 1  Turn 1
            ...
            {"persona B": ... "dialogue": ... }  # conversation 50 Turn 1
        ]

        Model should return 50 responses for Turn 1

        ...
        Input 7 (test_data)
        [
            {"persona B": ... "dialogue": ... }, # conversation 1  Turn 7
            ...
            {"persona B": ... "dialogue": ... }  # conversation 50 Turn 7
        ]
        Model should return 50 responses for Turn 7

        api_responses - A list of output strings by the api call for each previous prompt response, 
                        Will be a list of blank strings on the first call

        Note: Turn numbers will NOT be provided as input

        Return a dictionary with the following format

        "use_api": True/False                                                               - Note that this cannot be used when using GPU
        "prompts": [ <list of the prompts that go as "messages" to the api > ]               - Note that every api call is independent and we don't use threads
        "max_generated_tokens": [ list of ints for the max generation limit on each call]   - Note that the submission will fail if the total generation limit is exceeded
        "final_responses: [ <list of strings with the final responses> ]                    - Only used when use_api is set to False

        """
        # print(f"{len(test_data)=}, {test_data[0].keys()=}, {len(test_data[-1]['dialogue'])}")

        response = {
            "use_api": False,                                    # Cannot use API if GPU true is set in aicrowd.json
            "prompts": ["" for _ in test_data],                  # Cannot use API if GPU true is set in aicrowd.json
            "max_generated_tokens": [0 for _ in test_data],
            "final_responses": ["THIS IS A TEST REPLY" for _ in test_data]
        }
        return response