{ "name": "InitiateClassificationTask", "fully_qualified_name": "WeaviateApi.InitiateClassificationTask@0.1.0", "description": "Initiate a classification task in the background.\n\nUse this tool to start a background classification task with specific parameters. This will initiate the process, and you can monitor its status and retrieve results using the GET /classifications/{id} endpoint.", "toolkit": { "name": "ArcadeWeaviateApi", "description": null, "version": "0.1.0" }, "input": { "parameters": [ { "name": "classification_task_parameters", "required": true, "description": "Configuration parameters for initiating the classification task, including type, target properties, and training data references. Expect a JSON object.", "value_schema": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "id": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "ID to uniquely identify this classification run." }, "class": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "The name of the collection (class) which is used in this classification." }, "classifyProperties": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "Which ref-property to set as part of the classification." }, "basedOnProperties": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "Base the text-based classification on these fields (of type text)." }, "status": { "val_type": "string", "inner_val_type": null, "enum": [ "running", "completed", "failed" ], "properties": null, "inner_properties": null, "description": "Status of this classification." }, "meta": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "started": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "Time when this classification was started." }, "completed": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "Time when this classification finished." }, "count": { "val_type": "integer", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "Number of objects which were taken into consideration for classification." }, "countSucceeded": { "val_type": "integer", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "Number of objects successfully classified." }, "countFailed": { "val_type": "integer", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "Number of objects which could not be classified - see error message for details." } }, "inner_properties": null, "description": "Additional information to a specific classification." }, "type": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "Which algorithm to use for classifications." }, "settings": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "Classification-type specific settings." }, "error": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "Error message if status == failed." }, "filters": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "sourceWhere": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "operands": { "val_type": "array", "inner_val_type": "json", "enum": null, "properties": null, "inner_properties": {}, "description": "Combine multiple where filters, requires 'And' or 'Or' operator." }, "operator": { "val_type": "string", "inner_val_type": null, "enum": [ "And", "Or", "Equal", "Like", "NotEqual", "GreaterThan", "GreaterThanEqual", "LessThan", "LessThanEqual", "WithinGeoRange", "IsNull", "ContainsAny", "ContainsAll", "ContainsNone", "Not" ], "properties": null, "inner_properties": null, "description": "Operator to use." }, "path": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "Path to the property currently being filtered." }, "valueInt": { "val_type": "integer", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as integer" }, "valueNumber": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as number/float" }, "valueBoolean": { "val_type": "boolean", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as boolean" }, "valueString": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as text (deprecated as of v1.19; alias for valueText)" }, "valueText": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as text" }, "valueDate": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as date (as string)" }, "valueIntArray": { "val_type": "array", "inner_val_type": "integer", "enum": null, "properties": null, "inner_properties": null, "description": "value as integer" }, "valueNumberArray": { "val_type": "array", "inner_val_type": "number", "enum": null, "properties": null, "inner_properties": null, "description": "value as number/float" }, "valueBooleanArray": { "val_type": "array", "inner_val_type": "boolean", "enum": null, "properties": null, "inner_properties": null, "description": "value as boolean" }, "valueStringArray": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "value as text (deprecated as of v1.19; alias for valueText)" }, "valueTextArray": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "value as text" }, "valueDateArray": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "value as date (as string)" }, "valueGeoRange": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "geoCoordinates": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "latitude": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "The latitude of the point on earth in decimal form." }, "longitude": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "The longitude of the point on earth in decimal form." } }, "inner_properties": null, "description": null }, "distance": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "max": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": null } }, "inner_properties": null, "description": null } }, "inner_properties": null, "description": "Filter within a distance of a georange." } }, "inner_properties": null, "description": "Filter search results using a where filter." }, "trainingSetWhere": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "operands": { "val_type": "array", "inner_val_type": "json", "enum": null, "properties": null, "inner_properties": {}, "description": "Combine multiple where filters, requires 'And' or 'Or' operator." }, "operator": { "val_type": "string", "inner_val_type": null, "enum": [ "And", "Or", "Equal", "Like", "NotEqual", "GreaterThan", "GreaterThanEqual", "LessThan", "LessThanEqual", "WithinGeoRange", "IsNull", "ContainsAny", "ContainsAll", "ContainsNone", "Not" ], "properties": null, "inner_properties": null, "description": "Operator to use." }, "path": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "Path to the property currently being filtered." }, "valueInt": { "val_type": "integer", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as integer" }, "valueNumber": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as number/float" }, "valueBoolean": { "val_type": "boolean", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as boolean" }, "valueString": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as text (deprecated as of v1.19; alias for valueText)" }, "valueText": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as text" }, "valueDate": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as date (as string)" }, "valueIntArray": { "val_type": "array", "inner_val_type": "integer", "enum": null, "properties": null, "inner_properties": null, "description": "value as integer" }, "valueNumberArray": { "val_type": "array", "inner_val_type": "number", "enum": null, "properties": null, "inner_properties": null, "description": "value as number/float" }, "valueBooleanArray": { "val_type": "array", "inner_val_type": "boolean", "enum": null, "properties": null, "inner_properties": null, "description": "value as boolean" }, "valueStringArray": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "value as text (deprecated as of v1.19; alias for valueText)" }, "valueTextArray": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "value as text" }, "valueDateArray": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "value as date (as string)" }, "valueGeoRange": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "geoCoordinates": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "latitude": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "The latitude of the point on earth in decimal form." }, "longitude": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "The longitude of the point on earth in decimal form." } }, "inner_properties": null, "description": null }, "distance": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "max": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": null } }, "inner_properties": null, "description": null } }, "inner_properties": null, "description": "Filter within a distance of a georange." } }, "inner_properties": null, "description": "Filter search results using a where filter." }, "targetWhere": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "operands": { "val_type": "array", "inner_val_type": "json", "enum": null, "properties": null, "inner_properties": {}, "description": "Combine multiple where filters, requires 'And' or 'Or' operator." }, "operator": { "val_type": "string", "inner_val_type": null, "enum": [ "And", "Or", "Equal", "Like", "NotEqual", "GreaterThan", "GreaterThanEqual", "LessThan", "LessThanEqual", "WithinGeoRange", "IsNull", "ContainsAny", "ContainsAll", "ContainsNone", "Not" ], "properties": null, "inner_properties": null, "description": "Operator to use." }, "path": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "Path to the property currently being filtered." }, "valueInt": { "val_type": "integer", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as integer" }, "valueNumber": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as number/float" }, "valueBoolean": { "val_type": "boolean", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as boolean" }, "valueString": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as text (deprecated as of v1.19; alias for valueText)" }, "valueText": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as text" }, "valueDate": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as date (as string)" }, "valueIntArray": { "val_type": "array", "inner_val_type": "integer", "enum": null, "properties": null, "inner_properties": null, "description": "value as integer" }, "valueNumberArray": { "val_type": "array", "inner_val_type": "number", "enum": null, "properties": null, "inner_properties": null, "description": "value as number/float" }, "valueBooleanArray": { "val_type": "array", "inner_val_type": "boolean", "enum": null, "properties": null, "inner_properties": null, "description": "value as boolean" }, "valueStringArray": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "value as text (deprecated as of v1.19; alias for valueText)" }, "valueTextArray": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "value as text" }, "valueDateArray": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "value as date (as string)" }, "valueGeoRange": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "geoCoordinates": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "latitude": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "The latitude of the point on earth in decimal form." }, "longitude": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "The longitude of the point on earth in decimal form." } }, "inner_properties": null, "description": null }, "distance": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "max": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": null } }, "inner_properties": null, "description": null } }, "inner_properties": null, "description": "Filter within a distance of a georange." } }, "inner_properties": null, "description": "Filter search results using a where filter." } }, "inner_properties": null, "description": null } }, "inner_properties": null, "description": "Configuration parameters for the classification task, including type, target properties, and training data references." }, "inferrable": true, "http_endpoint_parameter_name": "requestBody" } ] }, "output": { "description": "Response from the API endpoint 'classifications.post'.", "available_modes": [ "value", "error", "null" ], "value_schema": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": null } }, "requirements": { "authorization": null, "secrets": [ { "key": "WEAVIATE_API_KEY" }, { "key": "WEAVIATE_SERVER_URL" } ], "metadata": null }, "deprecation_message": null, "metadata": { "object_type": "api_wrapper_tool", "version": "1.1.0", "description": "Tools that enable LLMs to interact directly with the weaviate API." }, "http_endpoint": { "metadata": { "object_type": "http_endpoint", "version": "1.2.0", "description": "" }, "url": "{weaviate_server_url}/v1/classifications/", "http_method": "POST", "headers": {}, "parameters": [ { "name": "requestBody", "tool_parameter_name": "classification_task_parameters", "description": "Configuration parameters for the classification task, including type, target properties, and training data references.", "value_schema": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "id": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "ID to uniquely identify this classification run." }, "class": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "The name of the collection (class) which is used in this classification." }, "classifyProperties": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "Which ref-property to set as part of the classification." }, "basedOnProperties": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "Base the text-based classification on these fields (of type text)." }, "status": { "val_type": "string", "inner_val_type": null, "enum": [ "running", "completed", "failed" ], "properties": null, "inner_properties": null, "description": "Status of this classification." }, "meta": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "started": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "Time when this classification was started." }, "completed": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "Time when this classification finished." }, "count": { "val_type": "integer", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "Number of objects which were taken into consideration for classification." }, "countSucceeded": { "val_type": "integer", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "Number of objects successfully classified." }, "countFailed": { "val_type": "integer", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "Number of objects which could not be classified - see error message for details." } }, "inner_properties": null, "description": "Additional information to a specific classification." }, "type": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "Which algorithm to use for classifications." }, "settings": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "Classification-type specific settings." }, "error": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "Error message if status == failed." }, "filters": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "sourceWhere": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "operands": { "val_type": "array", "inner_val_type": "json", "enum": null, "properties": null, "inner_properties": {}, "description": "Combine multiple where filters, requires 'And' or 'Or' operator." }, "operator": { "val_type": "string", "inner_val_type": null, "enum": [ "And", "Or", "Equal", "Like", "NotEqual", "GreaterThan", "GreaterThanEqual", "LessThan", "LessThanEqual", "WithinGeoRange", "IsNull", "ContainsAny", "ContainsAll", "ContainsNone", "Not" ], "properties": null, "inner_properties": null, "description": "Operator to use." }, "path": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "Path to the property currently being filtered." }, "valueInt": { "val_type": "integer", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as integer" }, "valueNumber": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as number/float" }, "valueBoolean": { "val_type": "boolean", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as boolean" }, "valueString": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as text (deprecated as of v1.19; alias for valueText)" }, "valueText": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as text" }, "valueDate": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as date (as string)" }, "valueIntArray": { "val_type": "array", "inner_val_type": "integer", "enum": null, "properties": null, "inner_properties": null, "description": "value as integer" }, "valueNumberArray": { "val_type": "array", "inner_val_type": "number", "enum": null, "properties": null, "inner_properties": null, "description": "value as number/float" }, "valueBooleanArray": { "val_type": "array", "inner_val_type": "boolean", "enum": null, "properties": null, "inner_properties": null, "description": "value as boolean" }, "valueStringArray": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "value as text (deprecated as of v1.19; alias for valueText)" }, "valueTextArray": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "value as text" }, "valueDateArray": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "value as date (as string)" }, "valueGeoRange": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "geoCoordinates": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "latitude": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "The latitude of the point on earth in decimal form." }, "longitude": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "The longitude of the point on earth in decimal form." } }, "inner_properties": null, "description": null }, "distance": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "max": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": null } }, "inner_properties": null, "description": null } }, "inner_properties": null, "description": "Filter within a distance of a georange." } }, "inner_properties": null, "description": "Filter search results using a where filter." }, "trainingSetWhere": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "operands": { "val_type": "array", "inner_val_type": "json", "enum": null, "properties": null, "inner_properties": {}, "description": "Combine multiple where filters, requires 'And' or 'Or' operator." }, "operator": { "val_type": "string", "inner_val_type": null, "enum": [ "And", "Or", "Equal", "Like", "NotEqual", "GreaterThan", "GreaterThanEqual", "LessThan", "LessThanEqual", "WithinGeoRange", "IsNull", "ContainsAny", "ContainsAll", "ContainsNone", "Not" ], "properties": null, "inner_properties": null, "description": "Operator to use." }, "path": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "Path to the property currently being filtered." }, "valueInt": { "val_type": "integer", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as integer" }, "valueNumber": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as number/float" }, "valueBoolean": { "val_type": "boolean", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as boolean" }, "valueString": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as text (deprecated as of v1.19; alias for valueText)" }, "valueText": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as text" }, "valueDate": { "val_type": "string", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "value as date (as string)" }, "valueIntArray": { "val_type": "array", "inner_val_type": "integer", "enum": null, "properties": null, "inner_properties": null, "description": "value as integer" }, "valueNumberArray": { "val_type": "array", "inner_val_type": "number", "enum": null, "properties": null, "inner_properties": null, "description": "value as number/float" }, "valueBooleanArray": { "val_type": "array", "inner_val_type": "boolean", "enum": null, "properties": null, "inner_properties": null, "description": "value as boolean" }, "valueStringArray": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "value as text (deprecated as of v1.19; alias for valueText)" }, "valueTextArray": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "value as text" }, "valueDateArray": { "val_type": "array", "inner_val_type": "string", "enum": null, "properties": null, "inner_properties": null, "description": "value as date (as string)" }, "valueGeoRange": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "geoCoordinates": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "latitude": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "The latitude of the point on earth in decimal form." }, "longitude": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": "The longitude of the point on earth in decimal form." } }, "inner_properties": null, "description": null }, "distance": { "val_type": "json", "inner_val_type": null, "enum": null, "properties": { "max": { "val_type": "number", "inner_val_type": null, "enum": null, "properties": null, "inner_properties": null, "description": null } }, 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\"Configuration parameters for the classification task, including type, target properties, and training data references.\",\n \"content\": {\n \"application/yaml\": {\n \"schema\": {\n \"type\": \"object\",\n \"properties\": {\n \"id\": {\n \"type\": \"string\",\n \"description\": \"ID to uniquely identify this classification run.\",\n \"format\": \"uuid\",\n \"example\": \"ee722219-b8ec-4db1-8f8d-5150bb1a9e0c\"\n },\n \"class\": {\n \"type\": \"string\",\n \"description\": \"The name of the collection (class) which is used in this classification.\",\n \"example\": \"City\"\n },\n \"classifyProperties\": {\n \"type\": \"array\",\n \"description\": \"Which ref-property to set as part of the classification.\",\n \"example\": [\n \"inCountry\"\n ],\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"basedOnProperties\": {\n \"type\": \"array\",\n \"description\": \"Base the text-based classification on these fields (of type text).\",\n \"example\": [\n \"description\"\n ],\n \"items\": {\n 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\"object\",\n \"properties\": {\n \"id\": {\n \"type\": \"string\",\n \"description\": \"ID to uniquely identify this classification run.\",\n \"format\": \"uuid\",\n \"example\": \"ee722219-b8ec-4db1-8f8d-5150bb1a9e0c\"\n },\n \"class\": {\n \"type\": \"string\",\n \"description\": \"The name of the collection (class) which is used in this classification.\",\n \"example\": \"City\"\n },\n \"classifyProperties\": {\n \"type\": \"array\",\n \"description\": \"Which ref-property to set as part of the classification.\",\n \"example\": [\n \"inCountry\"\n ],\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"basedOnProperties\": {\n \"type\": \"array\",\n \"description\": \"Base the text-based classification on these fields (of type text).\",\n \"example\": [\n \"description\"\n ],\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"status\": {\n \"type\": \"string\",\n \"description\": \"Status of this classification.\",\n \"example\": \"running\",\n \"enum\": [\n \"running\",\n 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classification.\"\n },\n \"type\": {\n \"type\": \"string\",\n \"description\": \"Which algorithm to use for classifications.\"\n },\n \"settings\": {\n \"type\": \"object\",\n \"properties\": {},\n \"description\": \"Classification-type specific settings.\"\n },\n \"error\": {\n \"type\": \"string\",\n \"description\": \"Error message if status == failed.\",\n \"example\": \"classify xzy: something went wrong\",\n \"default\": \"\"\n },\n \"filters\": {\n \"type\": \"object\",\n \"properties\": {\n \"sourceWhere\": {\n \"type\": \"object\",\n \"properties\": {\n \"operands\": {\n \"type\": \"array\",\n \"description\": \"Combine multiple where filters, requires 'And' or 'Or' operator.\",\n \"items\": {\n \"$ref\": \"#/components/schemas/WhereFilter\",\n \"has_circular_reference\": true\n }\n },\n \"operator\": {\n \"type\": \"string\",\n \"description\": \"Operator to use.\",\n \"example\": \"GreaterThanEqual\",\n \"enum\": [\n \"And\",\n \"Or\",\n \"Equal\",\n \"Like\",\n \"NotEqual\",\n \"GreaterThan\",\n \"GreaterThanEqual\",\n \"LessThan\",\n \"LessThanEqual\",\n \"WithinGeoRange\",\n \"IsNull\",\n \"ContainsAny\",\n \"ContainsAll\",\n \"ContainsNone\",\n \"Not\"\n ]\n },\n \"path\": {\n \"type\": \"array\",\n \"description\": \"Path to the property currently being filtered.\",\n \"example\": [\n \"inCity\",\n \"city\",\n \"name\"\n ],\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"valueInt\": {\n \"type\": \"integer\",\n \"description\": \"value as integer\",\n \"format\": \"int64\",\n \"nullable\": true,\n \"example\": 2000\n },\n \"valueNumber\": {\n \"type\": \"number\",\n \"description\": \"value as number/float\",\n \"format\": \"float64\",\n \"nullable\": true,\n \"example\": 3.14\n },\n \"valueBoolean\": {\n \"type\": \"boolean\",\n \"description\": \"value as boolean\",\n \"nullable\": true,\n \"example\": false\n },\n \"valueString\": {\n \"type\": \"string\",\n \"description\": \"value as text (deprecated as of v1.19; alias for valueText)\",\n \"nullable\": true,\n \"example\": \"my search term\"\n },\n \"valueText\": {\n \"type\": \"string\",\n \"description\": \"value as text\",\n \"nullable\": true,\n \"example\": \"my search term\"\n },\n \"valueDate\": {\n \"type\": \"string\",\n \"description\": \"value as date (as string)\",\n \"nullable\": true,\n \"example\": \"TODO\"\n },\n \"valueIntArray\": {\n \"type\": \"array\",\n \"description\": \"value as integer\",\n \"nullable\": true,\n \"example\": \"[100, 200]\",\n \"items\": {\n \"type\": \"integer\",\n \"format\": \"int64\"\n },\n \"x-omitempty\": true\n },\n \"valueNumberArray\": {\n \"type\": \"array\",\n \"description\": \"value as number/float\",\n \"nullable\": true,\n \"example\": [\n 3.14\n ],\n \"items\": {\n \"type\": \"number\",\n \"format\": \"float64\"\n },\n \"x-omitempty\": true\n },\n \"valueBooleanArray\": {\n \"type\": \"array\",\n \"description\": \"value as boolean\",\n \"nullable\": true,\n \"example\": [\n true,\n false\n ],\n \"items\": {\n \"type\": \"boolean\"\n },\n \"x-omitempty\": true\n },\n \"valueStringArray\": {\n \"type\": \"array\",\n \"description\": \"value as text (deprecated as of v1.19; alias for valueText)\",\n \"nullable\": true,\n \"example\": [\n \"my search term\"\n ],\n \"items\": {\n \"type\": \"string\"\n },\n \"x-omitempty\": true\n },\n \"valueTextArray\": {\n \"type\": \"array\",\n \"description\": \"value as text\",\n \"nullable\": true,\n \"example\": [\n \"my search term\"\n ],\n \"items\": {\n \"type\": \"string\"\n },\n \"x-omitempty\": true\n },\n \"valueDateArray\": {\n \"type\": \"array\",\n \"description\": \"value as date (as string)\",\n \"nullable\": true,\n \"example\": \"TODO\",\n \"items\": {\n \"type\": \"string\"\n },\n \"x-omitempty\": true\n },\n \"valueGeoRange\": {\n \"type\": \"object\",\n \"properties\": {\n \"geoCoordinates\": {\n \"type\": \"object\",\n \"properties\": {\n \"latitude\": {\n \"type\": \"number\",\n \"description\": \"The latitude of the point on earth in decimal form.\",\n \"format\": \"float\",\n \"nullable\": true\n },\n \"longitude\": {\n \"type\": \"number\",\n \"description\": \"The longitude of the point on earth in decimal form.\",\n \"format\": \"float\",\n \"nullable\": true\n }\n }\n },\n \"distance\": {\n \"type\": \"object\",\n \"properties\": {\n \"max\": {\n \"type\": \"number\",\n \"format\": \"float64\"\n }\n }\n }\n },\n \"description\": \"Filter within a distance of a georange.\"\n }\n },\n \"description\": \"Filter search results using a where filter.\"\n },\n \"trainingSetWhere\": {\n \"type\": \"object\",\n \"properties\": {\n \"operands\": {\n \"type\": \"array\",\n \"description\": \"Combine multiple where filters, requires 'And' or 'Or' operator.\",\n \"items\": {\n \"$ref\": \"#/components/schemas/WhereFilter\",\n \"has_circular_reference\": true\n }\n },\n \"operator\": {\n \"type\": \"string\",\n \"description\": \"Operator to use.\",\n \"example\": \"GreaterThanEqual\",\n \"enum\": [\n \"And\",\n \"Or\",\n \"Equal\",\n \"Like\",\n \"NotEqual\",\n \"GreaterThan\",\n \"GreaterThanEqual\",\n \"LessThan\",\n \"LessThanEqual\",\n \"WithinGeoRange\",\n \"IsNull\",\n \"ContainsAny\",\n \"ContainsAll\",\n \"ContainsNone\",\n \"Not\"\n ]\n },\n \"path\": {\n \"type\": \"array\",\n \"description\": \"Path to the property currently being filtered.\",\n \"example\": [\n \"inCity\",\n \"city\",\n \"name\"\n ],\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"valueInt\": {\n \"type\": \"integer\",\n \"description\": \"value as integer\",\n \"format\": \"int64\",\n \"nullable\": true,\n \"example\": 2000\n },\n \"valueNumber\": {\n \"type\": \"number\",\n \"description\": \"value as number/float\",\n \"format\": \"float64\",\n \"nullable\": true,\n \"example\": 3.14\n },\n \"valueBoolean\": {\n \"type\": \"boolean\",\n \"description\": \"value as boolean\",\n \"nullable\": true,\n \"example\": false\n },\n \"valueString\": {\n \"type\": \"string\",\n \"description\": \"value as text (deprecated as of v1.19; alias for valueText)\",\n \"nullable\": true,\n \"example\": \"my search term\"\n },\n \"valueText\": {\n \"type\": \"string\",\n \"description\": \"value as text\",\n \"nullable\": true,\n \"example\": \"my search term\"\n },\n \"valueDate\": {\n \"type\": \"string\",\n \"description\": \"value as date (as string)\",\n \"nullable\": true,\n \"example\": \"TODO\"\n },\n \"valueIntArray\": {\n \"type\": \"array\",\n \"description\": \"value as integer\",\n \"nullable\": true,\n \"example\": \"[100, 200]\",\n \"items\": {\n \"type\": \"integer\",\n \"format\": \"int64\"\n },\n \"x-omitempty\": true\n },\n \"valueNumberArray\": {\n \"type\": \"array\",\n \"description\": \"value as number/float\",\n \"nullable\": true,\n \"example\": [\n 3.14\n ],\n \"items\": {\n \"type\": \"number\",\n \"format\": \"float64\"\n },\n \"x-omitempty\": true\n },\n \"valueBooleanArray\": {\n \"type\": \"array\",\n \"description\": \"value as boolean\",\n \"nullable\": true,\n \"example\": [\n true,\n false\n ],\n \"items\": {\n \"type\": \"boolean\"\n },\n \"x-omitempty\": true\n },\n \"valueStringArray\": {\n \"type\": \"array\",\n \"description\": \"value as text (deprecated as of v1.19; alias for valueText)\",\n \"nullable\": true,\n \"example\": [\n \"my search term\"\n ],\n \"items\": {\n \"type\": \"string\"\n },\n \"x-omitempty\": true\n },\n \"valueTextArray\": {\n \"type\": \"array\",\n \"description\": \"value as text\",\n \"nullable\": true,\n \"example\": [\n \"my search term\"\n ],\n \"items\": {\n \"type\": \"string\"\n },\n \"x-omitempty\": true\n },\n \"valueDateArray\": {\n \"type\": \"array\",\n \"description\": \"value as date (as string)\",\n \"nullable\": true,\n \"example\": \"TODO\",\n \"items\": {\n \"type\": \"string\"\n },\n \"x-omitempty\": true\n },\n \"valueGeoRange\": {\n \"type\": \"object\",\n \"properties\": {\n \"geoCoordinates\": {\n \"type\": \"object\",\n \"properties\": {\n \"latitude\": {\n \"type\": \"number\",\n \"description\": \"The latitude of the point on earth in decimal form.\",\n \"format\": \"float\",\n \"nullable\": true\n },\n \"longitude\": {\n \"type\": \"number\",\n \"description\": \"The longitude of the point on earth in decimal form.\",\n \"format\": \"float\",\n \"nullable\": true\n }\n }\n },\n \"distance\": {\n \"type\": \"object\",\n \"properties\": {\n \"max\": {\n \"type\": \"number\",\n \"format\": \"float64\"\n }\n }\n }\n },\n \"description\": \"Filter within a distance of a georange.\"\n }\n },\n \"description\": \"Filter search results using a where filter.\"\n },\n \"targetWhere\": {\n \"type\": \"object\",\n \"properties\": {\n \"operands\": {\n \"type\": \"array\",\n \"description\": \"Combine multiple where filters, requires 'And' or 'Or' operator.\",\n \"items\": {\n \"$ref\": \"#/components/schemas/WhereFilter\",\n \"has_circular_reference\": true\n }\n },\n \"operator\": {\n \"type\": \"string\",\n \"description\": \"Operator to use.\",\n \"example\": \"GreaterThanEqual\",\n \"enum\": [\n \"And\",\n \"Or\",\n \"Equal\",\n \"Like\",\n \"NotEqual\",\n \"GreaterThan\",\n \"GreaterThanEqual\",\n \"LessThan\",\n \"LessThanEqual\",\n \"WithinGeoRange\",\n \"IsNull\",\n \"ContainsAny\",\n \"ContainsAll\",\n \"ContainsNone\",\n \"Not\"\n ]\n },\n \"path\": {\n \"type\": \"array\",\n \"description\": \"Path to the property currently being filtered.\",\n \"example\": [\n \"inCity\",\n \"city\",\n \"name\"\n ],\n \"items\": {\n \"type\": \"string\"\n }\n },\n \"valueInt\": {\n \"type\": \"integer\",\n \"description\": \"value as integer\",\n \"format\": \"int64\",\n \"nullable\": true,\n \"example\": 2000\n },\n \"valueNumber\": {\n \"type\": \"number\",\n \"description\": \"value as number/float\",\n \"format\": \"float64\",\n \"nullable\": true,\n \"example\": 3.14\n },\n \"valueBoolean\": {\n \"type\": \"boolean\",\n \"description\": \"value as boolean\",\n \"nullable\": true,\n \"example\": false\n },\n \"valueString\": {\n \"type\": \"string\",\n \"description\": \"value as text (deprecated as of v1.19; alias for valueText)\",\n \"nullable\": true,\n \"example\": \"my search term\"\n },\n \"valueText\": {\n \"type\": \"string\",\n \"description\": \"value as text\",\n \"nullable\": true,\n \"example\": \"my search term\"\n },\n \"valueDate\": {\n \"type\": \"string\",\n \"description\": \"value as date (as string)\",\n \"nullable\": true,\n \"example\": \"TODO\"\n },\n \"valueIntArray\": {\n \"type\": \"array\",\n \"description\": \"value as integer\",\n \"nullable\": true,\n \"example\": \"[100, 200]\",\n \"items\": {\n \"type\": \"integer\",\n \"format\": \"int64\"\n },\n \"x-omitempty\": true\n },\n \"valueNumberArray\": {\n \"type\": \"array\",\n \"description\": \"value as number/float\",\n \"nullable\": true,\n \"example\": [\n 3.14\n ],\n \"items\": {\n \"type\": \"number\",\n \"format\": \"float64\"\n },\n \"x-omitempty\": true\n },\n \"valueBooleanArray\": {\n \"type\": \"array\",\n \"description\": \"value as boolean\",\n \"nullable\": true,\n \"example\": [\n true,\n false\n ],\n \"items\": {\n \"type\": \"boolean\"\n },\n \"x-omitempty\": true\n },\n \"valueStringArray\": {\n \"type\": \"array\",\n \"description\": \"value as text (deprecated as of v1.19; alias for valueText)\",\n \"nullable\": true,\n \"example\": [\n \"my search term\"\n ],\n \"items\": {\n \"type\": \"string\"\n },\n \"x-omitempty\": true\n },\n \"valueTextArray\": {\n \"type\": \"array\",\n \"description\": \"value as text\",\n \"nullable\": true,\n \"example\": [\n \"my search term\"\n ],\n \"items\": {\n \"type\": \"string\"\n },\n \"x-omitempty\": true\n },\n \"valueDateArray\": {\n \"type\": \"array\",\n \"description\": \"value as date (as string)\",\n \"nullable\": true,\n \"example\": \"TODO\",\n \"items\": {\n \"type\": \"string\"\n },\n \"x-omitempty\": true\n },\n \"valueGeoRange\": {\n \"type\": \"object\",\n \"properties\": {\n \"geoCoordinates\": {\n \"type\": \"object\",\n \"properties\": {\n \"latitude\": {\n \"type\": \"number\",\n \"description\": \"The latitude of the point on earth in decimal form.\",\n \"format\": \"float\",\n \"nullable\": true\n },\n \"longitude\": {\n \"type\": \"number\",\n \"description\": \"The longitude of the point on earth in decimal form.\",\n \"format\": \"float\",\n \"nullable\": true\n }\n }\n },\n \"distance\": {\n \"type\": \"object\",\n \"properties\": {\n \"max\": {\n \"type\": \"number\",\n \"format\": \"float64\"\n }\n }\n }\n },\n \"description\": \"Filter within a distance of a georange.\"\n }\n },\n \"description\": \"Filter search results using a where filter.\"\n }\n }\n }\n },\n \"description\": \"Manage classifications, trigger them and view status of past classifications.\"\n }\n }\n },\n \"required\": true\n}", "use_request_body_schema_mode": true, "validate_request_body_schema": false } }