from typing import Optional from uuid import UUID from datetime import datetime from pydantic import BaseModel async def add_data_points(collection_name: str, data_points: list): pass class Summary(BaseModel): id: UUID text: str chunk: "Chunk" created_at: datetime updated_at: Optional[datetime] vector_index = ["text"] class Chunk(BaseModel): id: UUID text: str summary: Summary document: "Document" created_at: datetime updated_at: Optional[datetime] word_count: int chunk_index: int cut_type: str vector_index = ["text"] class Document(BaseModel): id: UUID chunks: list[Chunk] created_at: datetime updated_at: Optional[datetime] class EntityType(BaseModel): id: UUID name: str description: str created_at: datetime updated_at: Optional[datetime] vector_index = ["name"] class Entity(BaseModel): id: UUID name: str type: EntityType description: str chunks: list[Chunk] created_at: datetime updated_at: Optional[datetime] vector_index = ["name"] class OntologyModel(BaseModel): chunks: list[Chunk]