from dataclasses import dataclass from typing import List, Optional from ai21.models.ai21_base_model_mixin import AI21BaseModelMixin @dataclass class Highlight(AI21BaseModelMixin): text: str start_index: int end_index: int @dataclass class SegmentSummary(AI21BaseModelMixin): summary: Optional[str] segment_text: str segment_html: Optional[str] segment_type: str has_summary: bool highlights: List[Highlight] @dataclass class SummarizeBySegmentResponse(AI21BaseModelMixin): id: str segments: List[SegmentSummary]