import json from typing import Dict from src.prompts.abstractPromptStrategy import AbstractPromptStrategy class JsonPromptSegment(): def __init__(self, segment_index: int, prompt: str, format_prompt: bool = False): self.prompt = prompt self.segment_index = segment_index self.format_prompt = format_prompt class JsonPromptStrategy(AbstractPromptStrategy): def __init__(self, initial_json_prompt: str): """ Parameters ---------- initial_json_prompt: str The initial prompts for each segment in JSON form. Format: [ {"segment_index": 0, "prompt": "Hello, how are you?"}, {"segment_index": 1, "prompt": "I'm doing well, how are you?"}, {"segment_index": 2, "prompt": "{0} Fine, thank you.", "format_prompt": true} ] """ parsed_json = json.loads(initial_json_prompt) self.segment_lookup: Dict[str, JsonPromptSegment] = dict() for prompt_entry in parsed_json: segment_index = prompt_entry["segment_index"] prompt = prompt_entry["prompt"] format_prompt = prompt_entry.get("format_prompt", False) self.segment_lookup[str(segment_index)] = JsonPromptSegment(segment_index, prompt, format_prompt) def get_segment_prompt(self, segment_index: int, whisper_prompt: str, detected_language: str) -> str: # Lookup prompt prompt = self.segment_lookup.get(str(segment_index), None) if (prompt is None): # No prompt found, return whisper prompt print(f"Could not find prompt for segment {segment_index}, returning whisper prompt") return whisper_prompt if (prompt.format_prompt): return prompt.prompt.format(whisper_prompt) else: return self._concat_prompt(prompt.prompt, whisper_prompt)