Spaces:
Sleeping
Sleeping
| 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) | |