hybridSearch

hybridSearch

Combine keyword and semantic searches with configurable weights to retrieve results balancing exact matches and contextually relevant content, enhancing search precision and relevancy.

Instructions

Performs a combined keyword and semantic search, balancing between exact matches and semantic similarity. Requires hybridConfig with weights for both search types.

Input Schema

Name	Required	Description	Default
`filter`	No
`hybridConfig`	Yes
`namespaceId`	No
`query`	Yes
`scoreThreshold`	No
`searchType`	No
`tenantId`	No
`topK`	No

Input Schema (JSON Schema)

{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false,
  "properties": {
    "filter": {
      "additionalProperties": false,
      "properties": {
        "metadata": {
          "additionalProperties": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "items": {
                  "type": "string"
                },
                "type": "array"
              }
            ]
          },
          "type": "object"
        }
      },
      "type": "object"
    },
    "hybridConfig": {
      "additionalProperties": false,
      "properties": {
        "keywordWeight": {
          "type": "number"
        },
        "semanticWeight": {
          "type": "number"
        }
      },
      "required": [
        "semanticWeight",
        "keywordWeight"
      ],
      "type": "object"
    },
    "namespaceId": {
      "type": "string"
    },
    "query": {
      "type": "string"
    },
    "scoreThreshold": {
      "type": "number"
    },
    "searchType": {
      "enum": [
        "SEMANTIC",
        "HYBRID"
      ],
      "type": "string"
    },
    "tenantId": {
      "type": "string"
    },
    "topK": {
      "type": "number"
    }
  },
  "required": [
    "query",
    "hybridConfig"
  ],
  "type": "object"
}

SourceSync.ai MCP Server

Instructions

Input Schema

Input Schema (JSON Schema)

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