objectstack/packages/spec/json-schema/ai/VectorStoreConfig.json at 8ae3d928f9c95dd320e89d8629a52085fc3d2d73 · objectstack-ai/objectstack · GitHub

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{
  "$ref": "#/definitions/VectorStoreConfig",
  "definitions": {
    "VectorStoreConfig": {
      "type": "object",
      "properties": {
        "provider": {
          "type": "string",
          "enum": [
            "pinecone",
            "weaviate",
            "qdrant",
            "milvus",
            "chroma",
            "pgvector",
            "redis",
            "opensearch",
            "elasticsearch",
            "custom"
          ]
        },
        "indexName": {
          "type": "string",
          "description": "Index/collection name"
        },
        "namespace": {
          "type": "string",
          "description": "Namespace for multi-tenancy"
        },
        "host": {
          "type": "string",
          "description": "Vector store host"
        },
        "port": {
          "type": "integer",
          "description": "Vector store port"
        },
        "apiKey": {
          "type": "string",
          "description": "API key or reference to secret"
        },
        "dimensions": {
          "type": "integer",
          "exclusiveMinimum": 0,
          "description": "Vector dimensions"
        },
        "metric": {
          "type": "string",
          "enum": [
            "cosine",
            "euclidean",
            "dotproduct"
          ],
          "default": "cosine"
        },
        "batchSize": {
          "type": "integer",
          "exclusiveMinimum": 0,
          "default": 100
        },
        "connectionPoolSize": {
          "type": "integer",
          "exclusiveMinimum": 0,
          "default": 10
        },
        "timeout": {
          "type": "integer",
          "exclusiveMinimum": 0,
          "default": 30000,
          "description": "Timeout in milliseconds"
        }
      },
      "required": [
        "provider",
        "indexName",
        "dimensions"
      ],
      "additionalProperties": false
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}