import { M as MastraBase } from '../base-Dq_cxikD.js'; import { VectorFilter } from './filter/index.js'; import '@opentelemetry/api'; import '../index-BXwGr3N7.js'; import 'stream'; import '@opentelemetry/sdk-trace-base'; interface QueryResult { id: string; score: number; metadata?: Record; vector?: number[]; /** * The document content, if available. * Note: Currently only supported by Chroma vector store. * For other vector stores, documents should be stored in metadata. */ document?: string; } interface IndexStats { dimension: number; count: number; metric?: 'cosine' | 'euclidean' | 'dotproduct'; } interface UpsertVectorParams { indexName: string; vectors: number[][]; metadata?: Record[]; ids?: string[]; } type UpsertVectorArgs = [string, number[][], Record[], string[]?]; interface CreateIndexParams { indexName: string; dimension: number; metric?: 'cosine' | 'euclidean' | 'dotproduct'; } type CreateIndexArgs = [string, number, 'cosine' | 'euclidean' | 'dotproduct']; interface QueryVectorParams { indexName: string; queryVector: number[]; topK?: number; filter?: VectorFilter; includeVector?: boolean; } type QueryVectorArgs = [string, number[], number, VectorFilter?, boolean?]; type ParamsToArgs = [T] | (T extends QueryVectorParams ? QueryVectorArgs : never) | (T extends UpsertVectorParams ? UpsertVectorArgs : never) | (T extends CreateIndexParams ? CreateIndexArgs : never); declare abstract class MastraVector extends MastraBase { constructor(); private readonly baseKeys; protected normalizeArgs(method: string, [first, ...rest]: ParamsToArgs | E, extendedKeys?: string[]): T; abstract query(...args: ParamsToArgs | E): Promise; abstract upsert(...args: ParamsToArgs | E): Promise; abstract createIndex(...args: ParamsToArgs | E): Promise; abstract listIndexes(): Promise; abstract describeIndex(indexName: string): Promise; abstract deleteIndex(indexName: string): Promise; updateIndexById(_indexName: string, _id: string, _update: { vector?: number[]; metadata?: Record; }): Promise; deleteIndexById(_indexName: string, _id: string): Promise; } export { type CreateIndexArgs, type CreateIndexParams, type IndexStats, MastraVector, type ParamsToArgs, type QueryResult, type QueryVectorArgs, type QueryVectorParams, type UpsertVectorArgs, type UpsertVectorParams };