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    MCP Tools Reference: us-central1-aiplatform.googleapis.com

    Tool: create_prompt

    Creates a new managed prompt. Saves the display_name, template text, system instructions, and inference settings (e.g. temperature). Use this to persist a prompt for future versioning.

    The following sample demonstrate how to use curl to invoke the create_prompt MCP tool.

    Curl Request 
      
curl  
--location  
 'https://us-central1-aiplatform.googleapis.com/mcp' 
  
 \ 
--header  
 'content-type: application/json' 
  
 \ 
--header  
 'accept: application/json, text/event-stream' 
  
 \ 
--data  
 '{ 
 "method": "tools/call", 
 "params": { 
 "name": "create_prompt", 
 "arguments": { 
 // provide these details according to the tool' 
s  
MCP  
specification  
 } 
  
 } 
,  
 "jsonrpc" 
:  
 "2.0" 
,  
 "id" 
:  
 1 
 } 
 '

    Input Schema

    Request message for DatasetService.CreateDataset .

    CreateDatasetRequest

    JSON representation 
     { 
 "parent" 
 : 
 string 
 , 
 "dataset" 
 : 
 { 
 object (  Dataset 
 
) 
 } 
 }
    Fields
    parent

    string

    Required. The resource name of the Location to create the Dataset in. Format: projects/{project}/locations/{location}

    dataset

    object ( Dataset )

    Required. The Dataset to create.

    Dataset

    JSON representation 
     { 
 "name" 
 : 
 string 
 , 
 "displayName" 
 : 
 string 
 , 
 "description" 
 : 
 string 
 , 
 "metadataSchemaUri" 
 : 
 string 
 , 
 "metadata" 
 : 
 value 
 , 
 "dataItemCount" 
 : 
 string 
 , 
 "createTime" 
 : 
 string 
 , 
 "updateTime" 
 : 
 string 
 , 
 "etag" 
 : 
 string 
 , 
 "labels" 
 : 
 { 
 string 
 : 
 string 
 , 
 ... 
 } 
 , 
 "savedQueries" 
 : 
 [ 
 { 
 object (  SavedQuery 
 
) 
 } 
 ] 
 , 
 "encryptionSpec" 
 : 
 { 
 object (  EncryptionSpec 
 
) 
 } 
 , 
 "metadataArtifact" 
 : 
 string 
 , 
 "modelReference" 
 : 
 string 
 , 
 "satisfiesPzs" 
 : 
 boolean 
 , 
 "satisfiesPzi" 
 : 
 boolean 
 }
    Fields
    name

    string

    Output only. Identifier. The resource name of the Dataset. Format: projects/{project}/locations/{location}/datasets/{dataset}

    displayName

    string

    Required. The user-defined name of the Dataset. The name can be up to 128 characters long and can consist of any UTF-8 characters.

    description

    string

    The description of the Dataset.

    metadataSchemaUri

    string

    Required. Points to a YAML file stored on Google Cloud Storage describing additional information about the Dataset. The schema is defined as an OpenAPI 3.0.2 Schema Object. The schema files that can be used here are found in gs://google-cloud-aiplatform/schema/dataset/metadata/.

    metadata

    value ( Value format)

    Required. Additional information about the Dataset.

    dataItemCount

    string ( int64 format)

    Output only. The number of DataItems in this Dataset. Only apply for non-structured Dataset.

    createTime

    string ( Timestamp format)

    Output only. Timestamp when this Dataset was created.

    Uses RFC 3339, where generated output will always be Z-normalized and use 0, 3, 6 or 9 fractional digits. Offsets other than "Z" are also accepted. Examples: "2014-10-02T15:01:23Z" , "2014-10-02T15:01:23.045123456Z" or "2014-10-02T15:01:23+05:30" .

    updateTime

    string ( Timestamp format)

    Output only. Timestamp when this Dataset was last updated.

    Uses RFC 3339, where generated output will always be Z-normalized and use 0, 3, 6 or 9 fractional digits. Offsets other than "Z" are also accepted. Examples: "2014-10-02T15:01:23Z" , "2014-10-02T15:01:23.045123456Z" or "2014-10-02T15:01:23+05:30" .

    etag

    string

    Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

    labels

    map (key: string, value: string)

    The labels with user-defined metadata to organize your Datasets.

    Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. No more than 64 user labels can be associated with one Dataset (System labels are excluded).

    See https://goo.gl/xmQnxf for more information and examples of labels. System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable. Following system labels exist for each Dataset:

    • "aiplatform.googleapis.com/dataset_metadata_schema": output only, its value is the metadata_schema's title.

    An object containing a list of "key": value pairs. Example: { "name": "wrench", "mass": "1.3kg", "count": "3" } .

    savedQueries[]

    object ( SavedQuery )

    All SavedQueries belong to the Dataset will be returned in List/Get Dataset response. The annotation_specs field will not be populated except for UI cases which will only use annotation_spec_count . In CreateDataset request, a SavedQuery is created together if this field is set, up to one SavedQuery can be set in CreateDatasetRequest. The SavedQuery should not contain any AnnotationSpec.

    encryptionSpec

    object ( EncryptionSpec )

    Customer-managed encryption key spec for a Dataset. If set, this Dataset and all sub-resources of this Dataset will be secured by this key.

    metadataArtifact

    string

    Output only. The resource name of the Artifact that was created in MetadataStore when creating the Dataset. The Artifact resource name pattern is projects/{project}/locations/{location}/metadataStores/{metadata_store}/artifacts/{artifact} .

    modelReference

    string

    Optional. Reference to the public base model last used by the dataset. Only set for prompt datasets.

    satisfiesPzs

    boolean

    Output only. Reserved for future use.

    satisfiesPzi

    boolean

    Output only. Reserved for future use.

    Value

    JSON representation 
     { 
 // Union field kind 
can be only one of the following: 
 "nullValue" 
 : 
 null 
 , 
 "numberValue" 
 : 
 number 
 , 
 "stringValue" 
 : 
 string 
 , 
 "boolValue" 
 : 
 boolean 
 , 
 "structValue" 
 : 
 { 
 object 
 } 
 , 
 "listValue" 
 : 
 array 
 // End of list of possible types for union field kind 
. 
 }
    Fields
    Union field kind . The kind of value. kind can be only one of the following:
    nullValue

    null

    Represents a null value.

    numberValue

    number

    Represents a double value.

    stringValue

    string

    Represents a string value.

    boolValue

    boolean

    Represents a boolean value.

    structValue

    object ( Struct format)

    Represents a structured value.

    listValue

    array ( ListValue format)

    Represents a repeated Value .

    Struct

    JSON representation 
     { 
 "fields" 
 : 
 { 
 string 
 : 
 value 
 , 
 ... 
 } 
 }
    Fields
    fields

    map (key: string, value: value ( Value format))

    Unordered map of dynamically typed values.

    An object containing a list of "key": value pairs. Example: { "name": "wrench", "mass": "1.3kg", "count": "3" } .

    FieldsEntry

    JSON representation 
     { 
 "key" 
 : 
 string 
 , 
 "value" 
 : 
 value 
 }
    Fields
    key

    string

    value

    value ( Value format)

    ListValue

    JSON representation 
     { 
 "values" 
 : 
 [ 
 value 
 ] 
 }
    Fields
    values[]

    value ( Value format)

    Repeated field of dynamically typed values.

    Timestamp

    JSON representation 
     { 
 "seconds" 
 : 
 string 
 , 
 "nanos" 
 : 
 integer 
 }
    Fields
    seconds

    string ( int64 format)

    Represents seconds of UTC time since Unix epoch 1970-01-01T00:00:00Z. Must be between -62135596800 and 253402300799 inclusive (which corresponds to 0001-01-01T00:00:00Z to 9999-12-31T23:59:59Z).
    nanos

    integer

    Non-negative fractions of a second at nanosecond resolution. This field is the nanosecond portion of the duration, not an alternative to seconds. Negative second values with fractions must still have non-negative nanos values that count forward in time. Must be between 0 and 999,999,999 inclusive.

    LabelsEntry

    JSON representation 
     { 
 "key" 
 : 
 string 
 , 
 "value" 
 : 
 string 
 }
    Fields
    key

    string

    value

    string

    SavedQuery

    JSON representation 
     { 
 "name" 
 : 
 string 
 , 
 "displayName" 
 : 
 string 
 , 
 "metadata" 
 : 
 value 
 , 
 "createTime" 
 : 
 string 
 , 
 "updateTime" 
 : 
 string 
 , 
 "annotationFilter" 
 : 
 string 
 , 
 "problemType" 
 : 
 string 
 , 
 "annotationSpecCount" 
 : 
 integer 
 , 
 "etag" 
 : 
 string 
 , 
 "supportAutomlTraining" 
 : 
 boolean 
 }
    Fields
    name

    string

    Output only. Resource name of the SavedQuery.

    displayName

    string

    Required. The user-defined name of the SavedQuery. The name can be up to 128 characters long and can consist of any UTF-8 characters.

    metadata

    value ( Value format)

    Some additional information about the SavedQuery.

    createTime

    string ( Timestamp format)

    Output only. Timestamp when this SavedQuery was created.

    Uses RFC 3339, where generated output will always be Z-normalized and use 0, 3, 6 or 9 fractional digits. Offsets other than "Z" are also accepted. Examples: "2014-10-02T15:01:23Z" , "2014-10-02T15:01:23.045123456Z" or "2014-10-02T15:01:23+05:30" .

    updateTime

    string ( Timestamp format)

    Output only. Timestamp when SavedQuery was last updated.

    Uses RFC 3339, where generated output will always be Z-normalized and use 0, 3, 6 or 9 fractional digits. Offsets other than "Z" are also accepted. Examples: "2014-10-02T15:01:23Z" , "2014-10-02T15:01:23.045123456Z" or "2014-10-02T15:01:23+05:30" .

    annotationFilter

    string

    Output only. Filters on the Annotations in the dataset.

    problemType

    string

    Required. Problem type of the SavedQuery. Allowed values:

    • IMAGE_CLASSIFICATION_SINGLE_LABEL
    • IMAGE_CLASSIFICATION_MULTI_LABEL
    • IMAGE_BOUNDING_POLY
    • IMAGE_BOUNDING_BOX
    • TEXT_CLASSIFICATION_SINGLE_LABEL
    • TEXT_CLASSIFICATION_MULTI_LABEL
    • TEXT_EXTRACTION
    • TEXT_SENTIMENT
    • VIDEO_CLASSIFICATION
    • VIDEO_OBJECT_TRACKING
    annotationSpecCount

    integer

    Output only. Number of AnnotationSpecs in the context of the SavedQuery.

    etag

    string

    Used to perform a consistent read-modify-write update. If not set, a blind "overwrite" update happens.

    supportAutomlTraining

    boolean

    Output only. If the Annotations belonging to the SavedQuery can be used for AutoML training.

    EncryptionSpec

    JSON representation 
     { 
 "kmsKeyName" 
 : 
 string 
 }
    Fields
    kmsKeyName

    string

    Required. Resource name of the Cloud KMS key used to protect the resource.

    The Cloud KMS key must be in the same region as the resource. It must have the format projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key} .

    Output Schema

    This resource represents a long-running operation that is the result of a network API call.

    Operation

    JSON representation 
     { 
 "name" 
 : 
 string 
 , 
 "metadata" 
 : 
 { 
 "@type" 
 : 
 string 
 , 
 field1 
 : 
 ... 
 , 
 ... 
 } 
 , 
 "done" 
 : 
 boolean 
 , 
 // Union field result 
can be only one of the following: 
 "error" 
 : 
 { 
 object (  Status 
 
) 
 } 
 , 
 "response" 
 : 
 { 
 "@type" 
 : 
 string 
 , 
 field1 
 : 
 ... 
 , 
 ... 
 } 
 // End of list of possible types for union field result 
. 
 }
    Fields
    name

    string

    The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the name should be a resource name ending with operations/{unique_id} .

    metadata

    object

    Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata. Any method that returns a long-running operation should document the metadata type, if any.

    An object containing fields of an arbitrary type. An additional field "@type" contains a URI identifying the type. Example: { "id": 1234, "@type": "types.example.com/standard/id" } .

    done

    boolean

    If the value is false , it means the operation is still in progress. If true , the operation is completed, and either error or response is available.

    Union field result . The operation result, which can be either an error or a valid response . If done == false , neither error nor response is set. If done == true , exactly one of error or response can be set. Some services might not provide the result. result can be only one of the following:
    error

    object ( Status )

    The error result of the operation in case of failure or cancellation.

    response

    object

    The normal, successful response of the operation. If the original method returns no data on success, such as Delete , the response is google.protobuf.Empty . If the original method is standard Get / Create / Update , the response should be the resource. For other methods, the response should have the type XxxResponse , where Xxx is the original method name. For example, if the original method name is TakeSnapshot() , the inferred response type is TakeSnapshotResponse .

    An object containing fields of an arbitrary type. An additional field "@type" contains a URI identifying the type. Example: { "id": 1234, "@type": "types.example.com/standard/id" } .

    Any

    JSON representation 
     { 
 "typeUrl" 
 : 
 string 
 , 
 "value" 
 : 
 string 
 }
    Fields
    typeUrl

    string

    Identifies the type of the serialized Protobuf message with a URI reference consisting of a prefix ending in a slash and the fully-qualified type name.

    Example: type.googleapis.com/google.protobuf.StringValue

    This string must contain at least one / character, and the content after the last / must be the fully-qualified name of the type in canonical form, without a leading dot. Do not write a scheme on these URI references so that clients do not attempt to contact them.

    The prefix is arbitrary and Protobuf implementations are expected to simply strip off everything up to and including the last / to identify the type. type.googleapis.com/ is a common default prefix that some legacy implementations require. This prefix does not indicate the origin of the type, and URIs containing it are not expected to respond to any requests.

    All type URL strings must be legal URI references with the additional restriction (for the text format) that the content of the reference must consist only of alphanumeric characters, percent-encoded escapes, and characters in the following set (not including the outer backticks): /-.~_!$&()*+,;= . Despite our allowing percent encodings, implementations should not unescape them to prevent confusion with existing parsers. For example, type.googleapis.com%2FFoo should be rejected.

    In the original design of Any , the possibility of launching a type resolution service at these type URLs was considered but Protobuf never implemented one and considers contacting these URLs to be problematic and a potential security issue. Do not attempt to contact type URLs.
    value

    string ( bytes format)

    Holds a Protobuf serialization of the type described by type_url.

    A base64-encoded string.

    Status

    JSON representation 
     { 
 "code" 
 : 
 integer 
 , 
 "message" 
 : 
 string 
 , 
 "details" 
 : 
 [ 
 { 
 "@type" 
 : 
 string 
 , 
 field1 
 : 
 ... 
 , 
 ... 
 } 
 ] 
 }
    Fields
    code

    integer

    The status code, which should be an enum value of google.rpc.Code .
    message

    string

    A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client.
    details[]

    object

    A list of messages that carry the error details. There is a common set of message types for APIs to use.

    An object containing fields of an arbitrary type. An additional field "@type" contains a URI identifying the type. Example: { "id": 1234, "@type": "types.example.com/standard/id" } .

    Tool Annotations

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