src/CI.py

import sys
sys.path.append("modules/preprocess")

from preprocessor.SerialPreprocessor import SerialConfig, SerialPreprocessor
from const import (
    CHARACTER_IDENTIFICATION
)
from preprocessor.prompt_funcs import const_prompt_func_wrapper
from preprocessor.knowledge_funcs import (
    None_knowledge,
    
)
from preprocessor.label_funs import (
    extract_characters,
)
from preprocessor.process_turn_funcs import introduce_mention_to_utterance_wrapper
import sys

if __name__ == "__main__":
    TASK = CHARACTER_IDENTIFICATION
    input_data_path = sys.argv[1]
    output_data_path = sys.argv[2]

    serial_proc = SerialPreprocessor(
        SerialConfig(
            input_data_path,
            output_data_path,
            TASK,
            logger_name=TASK,
            task_bos_token=f"[{TASK}]",
            prompt_func=const_prompt_func_wrapper(
                "Predict all characters mentioned in the given dialogue marked by [ mention ] tag based on the context."
            ),
            knowledge_func=None_knowledge,
            # knowledge_func=None_knowledge,
            label_func=extract_characters,
            all_turns_process_func=introduce_mention_to_utterance_wrapper(" [ ", " ] "),
        )
    )

    serial_proc.launch()