"""OpenSearch index store.""" from typing import List, Optional from dbgpt.core import Chunk from dbgpt.storage.full_text.base import FullTextStoreBase from dbgpt.storage.vector_store.filters import MetadataFilters class OpenSearch(FullTextStoreBase): """OpenSearch index store.""" def load_document(self, chunks: List[Chunk]) -> List[str]: """Load document in index database. Args: chunks(List[Chunk]): document chunks. Return: List[str]: chunk ids. """ pass def aload_document(self, chunks: List[Chunk]) -> List[str]: """Async load document in index database. Args: chunks(List[Chunk]): document chunks. Return: List[str]: chunk ids. """ pass def similar_search_with_scores( self, text, topk, score_threshold: float, filters: Optional[MetadataFilters] = None, ) -> List[Chunk]: """Similar search with scores in index database. Args: text(str): The query text. topk(int): The number of similar documents to return. score_threshold(int): score_threshold: Optional, a floating point value between 0 to 1 filters(Optional[MetadataFilters]): metadata filters. Return: List[Chunk]: The similar documents. """ pass def delete_by_ids(self, ids: str): """Delete docs. Args: ids(str): The vector ids to delete, separated by comma. """ pass def delete_vector_name(self, index_name: str): """Delete name.""" pass