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manish6007

Combined MCP Server

by manish6007

query_vectorstore

Search a knowledge base using semantic, keyword, or hybrid methods to find relevant information from vectorized content.

Instructions

Search the knowledge base vector store. Supports semantic search (vector similarity), keyword search (full-text), or hybrid search combining both with RRF reranking. Results are cached for performance. Args: query: The search query text top_k: Maximum number of results to return (default: 10) search_type: Type of search - semantic, keyword, or hybrid (default)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
top_kNo
search_typeNohybrid

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