kdeps-tools-embedding_search

version: 1.0.0
description: 'Search for documents semantically similar to a query in the local embedding database. Returns ranked results with similarity scores. Requires: query (natural language search query), collection (name of the document collection). Optional: limit (max results, default 5).'
parameters:
  collection:
    type: string
    description: Name of the document collection to search
    required: true
  limit:
    type: number
    description: 'Maximum number of results. Default: 5'
  query:
    type: string
    description: Natural language search query
    required: true