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@lishenxydlgzs/simple-files-vectorstore

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A Model Context Protocol (MCP) server that provides semantic search capabilities across files. This server watches specified directories and creates vector embeddings of file contents, enabling semantic search across your documents.

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import { Embeddings } from "@langchain/core/embeddings"; export declare class TransformersEmbeddings extends Embeddings { private model; private initialized; constructor(); private initModel; private generateEmbedding; embedQuery(text: string): Promise<number[]>; embedDocuments(texts: string[]): Promise<number[][]>; } export declare class CustomEmbeddings extends Embeddings { private vectors; private queryVector; constructor(vectors: number[][], queryVector?: number[]); embedQuery(_text: string): Promise<number[]>; embedDocuments(_texts: string[]): Promise<number[][]>; }