from src.config import VadInitialPromptMode from src.prompts.abstractPromptStrategy import AbstractPromptStrategy class PrependPromptStrategy(AbstractPromptStrategy): """ A simple prompt strategy that prepends a single prompt to all segments of audio, or prepends the prompt to the first segment of audio. """ def __init__(self, initial_prompt: str, initial_prompt_mode: VadInitialPromptMode): """ Parameters ---------- initial_prompt: str The initial prompt to use for the transcription. initial_prompt_mode: VadInitialPromptMode The mode to use for the initial prompt. If set to PREPEND_FIRST_SEGMENT, the initial prompt will be prepended to the first segment of audio. If set to PREPEND_ALL_SEGMENTS, the initial prompt will be prepended to all segments of audio. """ self.initial_prompt = initial_prompt self.initial_prompt_mode = initial_prompt_mode # This is a simple prompt strategy, so we only support these two modes if initial_prompt_mode not in [VadInitialPromptMode.PREPEND_ALL_SEGMENTS, VadInitialPromptMode.PREPREND_FIRST_SEGMENT]: raise ValueError(f"Unsupported initial prompt mode {initial_prompt_mode}") def get_segment_prompt(self, segment_index: int, whisper_prompt: str, detected_language: str) -> str: if (self.initial_prompt_mode == VadInitialPromptMode.PREPEND_ALL_SEGMENTS): return self._concat_prompt(self.initial_prompt, whisper_prompt) elif (self.initial_prompt_mode == VadInitialPromptMode.PREPREND_FIRST_SEGMENT): return self._concat_prompt(self.initial_prompt, whisper_prompt) if segment_index == 0 else whisper_prompt else: raise ValueError(f"Unknown initial prompt mode {self.initial_prompt_mode}")