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gcp_aiplatform_cached_content

`ancestors`

Type: UNORDERED_LIST_STRING

`contents`

Type: UNORDERED_LIST_STRUCT
Provider name: contents
Description: Optional. Input only. Immutable. The content to cache

parts
Type: UNORDERED_LIST_STRUCT
Provider name: parts
Description: Required. Ordered Parts that constitute a single message. Parts may have different IANA MIME types.
- code_execution_result
  Type: STRUCT
  Provider name: codeExecutionResult
  Description: Optional. Result of executing the [ExecutableCode].
  - outcome
    Type: STRING
    Provider name: outcome
    Description: Required. Outcome of the code execution.
    Possible values:
    - OUTCOME_UNSPECIFIED - Unspecified status. This value should not be used.
    - OUTCOME_OK - Code execution completed successfully.
    - OUTCOME_FAILED - Code execution finished but with a failure. stderr should contain the reason.
    - OUTCOME_DEADLINE_EXCEEDED - Code execution ran for too long, and was cancelled. There may or may not be a partial output present.
  - output
    Type: STRING
    Provider name: output
    Description: Optional. Contains stdout when code execution is successful, stderr or other description otherwise.
- executable_code
  Type: STRUCT
  Provider name: executableCode
  Description: Optional. Code generated by the model that is meant to be executed.
  - code
    Type: STRING
    Provider name: code
    Description: Required. The code to be executed.
  - language
    Type: STRING
    Provider name: language
    Description: Required. Programming language of the code.
    Possible values:
    - LANGUAGE_UNSPECIFIED - Unspecified language. This value should not be used.
    - PYTHON - Python >= 3.10, with numpy and simpy available.
- file_data
  Type: STRUCT
  Provider name: fileData
  Description: Optional. URI based data.
  - file_uri
    Type: STRING
    Provider name: fileUri
    Description: Required. URI.
  - gcp_display_name
    Type: STRING
    Provider name: displayName
    Description: Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is not currently used in the Gemini GenerateContent calls.
  - mime_type
    Type: STRING
    Provider name: mimeType
    Description: Required. The IANA standard MIME type of the source data.
- function_call
  Type: STRUCT
  Provider name: functionCall
  Description: Optional. A predicted [FunctionCall] returned from the model that contains a string representing the [FunctionDeclaration.name] with the parameters and their values.
  - name
    Type: STRING
    Provider name: name
    Description: Required. The name of the function to call. Matches [FunctionDeclaration.name].
- function_response
  Type: STRUCT
  Provider name: functionResponse
  Description: Optional. The result output of a [FunctionCall] that contains a string representing the [FunctionDeclaration.name] and a structured JSON object containing any output from the function call. It is used as context to the model.
  - name
    Type: STRING
    Provider name: name
    Description: Required. The name of the function to call. Matches [FunctionDeclaration.name] and [FunctionCall.name].
- inline_data
  Type: STRUCT
  Provider name: inlineData
  Description: Optional. Inlined bytes data.
  - gcp_display_name
    Type: STRING
    Provider name: displayName
    Description: Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is not currently used in the Gemini GenerateContent calls.
  - mime_type
    Type: STRING
    Provider name: mimeType
    Description: Required. The IANA standard MIME type of the source data.
- text
  Type: STRING
  Provider name: text
  Description: Optional. Text part (can be code).
- video_metadata
  Type: STRUCT
  Provider name: videoMetadata
  Description: Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.
  - end_offset
    Type: STRING
    Provider name: endOffset
    Description: Optional. The end offset of the video.
  - start_offset
    Type: STRING
    Provider name: startOffset
    Description: Optional. The start offset of the video.
role
Type: STRING
Provider name: role
Description: Optional. The producer of the content. Must be either ‘user’ or ‘model’. Useful to set for multi-turn conversations, otherwise can be left blank or unset.

`create_time`

Type: TIMESTAMP
Provider name: createTime
Description: Output only. Creation time of the cache entry.

`expire_time`

Type: TIMESTAMP
Provider name: expireTime
Description: Timestamp of when this resource is considered expired. This is always provided on output, regardless of what was sent on input.

`gcp_display_name`

Type: STRING
Provider name: displayName
Description: Optional. Immutable. The user-generated meaningful display name of the cached content.

`labels`

Type: UNORDERED_LIST_STRING

`model`

Type: STRING
Provider name: model
Description: Immutable. The name of the Model to use for cached content. Currently, only the published Gemini base models are supported, in form of projects/{PROJECT}/locations/{LOCATION}/publishers/google/models/{MODEL}

`name`

Type: STRING
Provider name: name
Description: Immutable. Identifier. The server-generated resource name of the cached content Format: projects/{project}/locations/{location}/cachedContents/{cached_content}

`organization_id`

Type: STRING

`parent`

Type: STRING

`project_id`

Type: STRING

`project_number`

Type: STRING

`resource_name`

Type: STRING

`system_instruction`

Type: STRUCT
Provider name: systemInstruction
Description: Optional. Input only. Immutable. Developer set system instruction. Currently, text only

parts
Type: UNORDERED_LIST_STRUCT
Provider name: parts
Description: Required. Ordered Parts that constitute a single message. Parts may have different IANA MIME types.
- code_execution_result
  Type: STRUCT
  Provider name: codeExecutionResult
  Description: Optional. Result of executing the [ExecutableCode].
  - outcome
    Type: STRING
    Provider name: outcome
    Description: Required. Outcome of the code execution.
    Possible values:
    - OUTCOME_UNSPECIFIED - Unspecified status. This value should not be used.
    - OUTCOME_OK - Code execution completed successfully.
    - OUTCOME_FAILED - Code execution finished but with a failure. stderr should contain the reason.
    - OUTCOME_DEADLINE_EXCEEDED - Code execution ran for too long, and was cancelled. There may or may not be a partial output present.
  - output
    Type: STRING
    Provider name: output
    Description: Optional. Contains stdout when code execution is successful, stderr or other description otherwise.
- executable_code
  Type: STRUCT
  Provider name: executableCode
  Description: Optional. Code generated by the model that is meant to be executed.
  - code
    Type: STRING
    Provider name: code
    Description: Required. The code to be executed.
  - language
    Type: STRING
    Provider name: language
    Description: Required. Programming language of the code.
    Possible values:
    - LANGUAGE_UNSPECIFIED - Unspecified language. This value should not be used.
    - PYTHON - Python >= 3.10, with numpy and simpy available.
- file_data
  Type: STRUCT
  Provider name: fileData
  Description: Optional. URI based data.
  - file_uri
    Type: STRING
    Provider name: fileUri
    Description: Required. URI.
  - gcp_display_name
    Type: STRING
    Provider name: displayName
    Description: Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is not currently used in the Gemini GenerateContent calls.
  - mime_type
    Type: STRING
    Provider name: mimeType
    Description: Required. The IANA standard MIME type of the source data.
- function_call
  Type: STRUCT
  Provider name: functionCall
  Description: Optional. A predicted [FunctionCall] returned from the model that contains a string representing the [FunctionDeclaration.name] with the parameters and their values.
  - name
    Type: STRING
    Provider name: name
    Description: Required. The name of the function to call. Matches [FunctionDeclaration.name].
- function_response
  Type: STRUCT
  Provider name: functionResponse
  Description: Optional. The result output of a [FunctionCall] that contains a string representing the [FunctionDeclaration.name] and a structured JSON object containing any output from the function call. It is used as context to the model.
  - name
    Type: STRING
    Provider name: name
    Description: Required. The name of the function to call. Matches [FunctionDeclaration.name] and [FunctionCall.name].
- inline_data
  Type: STRUCT
  Provider name: inlineData
  Description: Optional. Inlined bytes data.
  - gcp_display_name
    Type: STRING
    Provider name: displayName
    Description: Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is not currently used in the Gemini GenerateContent calls.
  - mime_type
    Type: STRING
    Provider name: mimeType
    Description: Required. The IANA standard MIME type of the source data.
- text
  Type: STRING
  Provider name: text
  Description: Optional. Text part (can be code).
- video_metadata
  Type: STRUCT
  Provider name: videoMetadata
  Description: Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.
  - end_offset
    Type: STRING
    Provider name: endOffset
    Description: Optional. The end offset of the video.
  - start_offset
    Type: STRING
    Provider name: startOffset
    Description: Optional. The start offset of the video.
role
Type: STRING
Provider name: role
Description: Optional. The producer of the content. Must be either ‘user’ or ‘model’. Useful to set for multi-turn conversations, otherwise can be left blank or unset.

`tags`

Type: UNORDERED_LIST_STRING

`tool_config`

Type: STRUCT
Provider name: toolConfig
Description: Optional. Input only. Immutable. Tool config. This config is shared for all tools

function_calling_config
Type: STRUCT
Provider name: functionCallingConfig
Description: Optional. Function calling config.
- allowed_function_names
  Type: UNORDERED_LIST_STRING
  Provider name: allowedFunctionNames
  Description: Optional. Function names to call. Only set when the Mode is ANY. Function names should match [FunctionDeclaration.name]. With mode set to ANY, model will predict a function call from the set of function names provided.
- mode
  Type: STRING
  Provider name: mode
  Description: Optional. Function calling mode.
  Possible values:
  - MODE_UNSPECIFIED - Unspecified function calling mode. This value should not be used.
  - AUTO - Default model behavior, model decides to predict either function calls or natural language response.
  - ANY - Model is constrained to always predicting function calls only. If ‘allowed_function_names’ are set, the predicted function calls will be limited to any one of ‘allowed_function_names’, else the predicted function calls will be any one of the provided ‘function_declarations’.
  - NONE - Model will not predict any function calls. Model behavior is same as when not passing any function declarations.
retrieval_config
Type: STRUCT
Provider name: retrievalConfig
Description: Optional. Retrieval config.
- language_code
  Type: STRING
  Provider name: languageCode
  Description: The language code of the user.
- lat_lng
  Type: STRUCT
  Provider name: latLng
  Description: The location of the user.
  - latitude
    Type: DOUBLE
    Provider name: latitude
    Description: The latitude in degrees. It must be in the range [-90.0, +90.0].
  - longitude
    Type: DOUBLE
    Provider name: longitude
    Description: The longitude in degrees. It must be in the range [-180.0, +180.0].

`tools`

Type: UNORDERED_LIST_STRUCT
Provider name: tools
Description: Optional. Input only. Immutable. A list of Tools the model may use to generate the next response

code_execution
Type: STRUCT
Provider name: codeExecution
Description: Optional. CodeExecution tool type. Enables the model to execute code as part of generation.
enterprise_web_search
Type: STRUCT
Provider name: enterpriseWebSearch
Description: Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance.
function_declarations
Type: UNORDERED_LIST_STRUCT
Provider name: functionDeclarations
Description: Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 128 function declarations can be provided.
- description
  Type: STRING
  Provider name: description
  Description: Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.
- name
  Type: STRING
  Provider name: name
  Description: Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots and dashes, with a maximum length of 64.
- parameters
  Type: STRUCT
  Provider name: parameters
  Description: Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1
  - description
    Type: STRING
    Provider name: description
    Description: Optional. The description of the data.
  - enum
    Type: UNORDERED_LIST_STRING
    Provider name: enum
    Description: Optional. Possible values of the element of primitive type with enum format. Examples: 1. We can define direction as : {type:STRING, format:enum, enum:[“EAST”, NORTH", “SOUTH”, “WEST”]} 2. We can define apartment number as : {type:INTEGER, format:enum, enum:[“101”, “201”, “301”]}
  - format
    Type: STRING
    Provider name: format
    Description: Optional. The format of the data. Supported formats: for NUMBER type: “float”, “double” for INTEGER type: “int32”, “int64” for STRING type: “email”, “byte”, etc
  - max_items
    Type: INT64
    Provider name: maxItems
    Description: Optional. Maximum number of the elements for Type.ARRAY.
  - max_length
    Type: INT64
    Provider name: maxLength
    Description: Optional. Maximum length of the Type.STRING
  - max_properties
    Type: INT64
    Provider name: maxProperties
    Description: Optional. Maximum number of the properties for Type.OBJECT.
  - maximum
    Type: DOUBLE
    Provider name: maximum
    Description: Optional. Maximum value of the Type.INTEGER and Type.NUMBER
  - min_items
    Type: INT64
    Provider name: minItems
    Description: Optional. Minimum number of the elements for Type.ARRAY.
  - min_length
    Type: INT64
    Provider name: minLength
    Description: Optional. SCHEMA FIELDS FOR TYPE STRING Minimum length of the Type.STRING
  - min_properties
    Type: INT64
    Provider name: minProperties
    Description: Optional. Minimum number of the properties for Type.OBJECT.
  - minimum
    Type: DOUBLE
    Provider name: minimum
    Description: Optional. SCHEMA FIELDS FOR TYPE INTEGER and NUMBER Minimum value of the Type.INTEGER and Type.NUMBER
  - nullable
    Type: BOOLEAN
    Provider name: nullable
    Description: Optional. Indicates if the value may be null.
  - pattern
    Type: STRING
    Provider name: pattern
    Description: Optional. Pattern of the Type.STRING to restrict a string to a regular expression.
  - property_ordering
    Type: UNORDERED_LIST_STRING
    Provider name: propertyOrdering
    Description: Optional. The order of the properties. Not a standard field in open api spec. Only used to support the order of the properties.
  - required
    Type: UNORDERED_LIST_STRING
    Provider name: required
    Description: Optional. Required properties of Type.OBJECT.
  - title
    Type: STRING
    Provider name: title
    Description: Optional. The title of the Schema.
  - type
    Type: STRING
    Provider name: type
    Description: Optional. The type of the data.
    Possible values:
    - TYPE_UNSPECIFIED - Not specified, should not be used.
    - STRING - OpenAPI string type
    - NUMBER - OpenAPI number type
    - INTEGER - OpenAPI integer type
    - BOOLEAN - OpenAPI boolean type
    - ARRAY - OpenAPI array type
    - OBJECT - OpenAPI object type
- response
  Type: STRUCT
  Provider name: response
  Description: Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.
  - description
    Type: STRING
    Provider name: description
    Description: Optional. The description of the data.
  - enum
    Type: UNORDERED_LIST_STRING
    Provider name: enum
    Description: Optional. Possible values of the element of primitive type with enum format. Examples: 1. We can define direction as : {type:STRING, format:enum, enum:[“EAST”, NORTH", “SOUTH”, “WEST”]} 2. We can define apartment number as : {type:INTEGER, format:enum, enum:[“101”, “201”, “301”]}
  - format
    Type: STRING
    Provider name: format
    Description: Optional. The format of the data. Supported formats: for NUMBER type: “float”, “double” for INTEGER type: “int32”, “int64” for STRING type: “email”, “byte”, etc
  - max_items
    Type: INT64
    Provider name: maxItems
    Description: Optional. Maximum number of the elements for Type.ARRAY.
  - max_length
    Type: INT64
    Provider name: maxLength
    Description: Optional. Maximum length of the Type.STRING
  - max_properties
    Type: INT64
    Provider name: maxProperties
    Description: Optional. Maximum number of the properties for Type.OBJECT.
  - maximum
    Type: DOUBLE
    Provider name: maximum
    Description: Optional. Maximum value of the Type.INTEGER and Type.NUMBER
  - min_items
    Type: INT64
    Provider name: minItems
    Description: Optional. Minimum number of the elements for Type.ARRAY.
  - min_length
    Type: INT64
    Provider name: minLength
    Description: Optional. SCHEMA FIELDS FOR TYPE STRING Minimum length of the Type.STRING
  - min_properties
    Type: INT64
    Provider name: minProperties
    Description: Optional. Minimum number of the properties for Type.OBJECT.
  - minimum
    Type: DOUBLE
    Provider name: minimum
    Description: Optional. SCHEMA FIELDS FOR TYPE INTEGER and NUMBER Minimum value of the Type.INTEGER and Type.NUMBER
  - nullable
    Type: BOOLEAN
    Provider name: nullable
    Description: Optional. Indicates if the value may be null.
  - pattern
    Type: STRING
    Provider name: pattern
    Description: Optional. Pattern of the Type.STRING to restrict a string to a regular expression.
  - property_ordering
    Type: UNORDERED_LIST_STRING
    Provider name: propertyOrdering
    Description: Optional. The order of the properties. Not a standard field in open api spec. Only used to support the order of the properties.
  - required
    Type: UNORDERED_LIST_STRING
    Provider name: required
    Description: Optional. Required properties of Type.OBJECT.
  - title
    Type: STRING
    Provider name: title
    Description: Optional. The title of the Schema.
  - type
    Type: STRING
    Provider name: type
    Description: Optional. The type of the data.
    Possible values:
    - TYPE_UNSPECIFIED - Not specified, should not be used.
    - STRING - OpenAPI string type
    - NUMBER - OpenAPI number type
    - INTEGER - OpenAPI integer type
    - BOOLEAN - OpenAPI boolean type
    - ARRAY - OpenAPI array type
    - OBJECT - OpenAPI object type
google_search
Type: STRUCT
Provider name: googleSearch
Description: Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.
google_search_retrieval
Type: STRUCT
Provider name: googleSearchRetrieval
Description: Optional. GoogleSearchRetrieval tool type. Specialized retrieval tool that is powered by Google search.
- dynamic_retrieval_config
  Type: STRUCT
  Provider name: dynamicRetrievalConfig
  Description: Specifies the dynamic retrieval configuration for the given source.
  - dynamic_threshold
    Type: FLOAT
    Provider name: dynamicThreshold
    Description: Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.
  - mode
    Type: STRING
    Provider name: mode
    Description: The mode of the predictor to be used in dynamic retrieval.
    Possible values:
    - MODE_UNSPECIFIED - Always trigger retrieval.
    - MODE_DYNAMIC - Run retrieval only when system decides it is necessary.
retrieval
Type: STRUCT
Provider name: retrieval
Description: Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation.
- disable_attribution
  Type: BOOLEAN
  Provider name: disableAttribution
  Description: Optional. Deprecated. This option is no longer supported.
- vertex_ai_search
  Type: STRUCT
  Provider name: vertexAiSearch
  Description: Set to use data source powered by Vertex AI Search.
  - datastore
    Type: STRING
    Provider name: datastore
    Description: Optional. Fully-qualified Vertex AI Search data store resource ID. Format: projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}
  - engine
    Type: STRING
    Provider name: engine
    Description: Optional. Fully-qualified Vertex AI Search engine resource ID. Format: projects/{project}/locations/{location}/collections/{collection}/engines/{engine}
- vertex_rag_store
  Type: STRUCT
  Provider name: vertexRagStore
  Description: Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService.
  - rag_resources
    Type: UNORDERED_LIST_STRUCT
    Provider name: ragResources
    Description: Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support.
    - rag_corpus
      Type: STRING
      Provider name: ragCorpus
      Description: Optional. RagCorpora resource name. Format: projects/{project}/locations/{location}/ragCorpora/{rag_corpus}
    - rag_file_ids
      Type: UNORDERED_LIST_STRING
      Provider name: ragFileIds
      Description: Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field.
  - rag_retrieval_config
    Type: STRUCT
    Provider name: ragRetrievalConfig
    Description: Optional. The retrieval config for the Rag query.
    - filter
      Type: STRUCT
      Provider name: filter
      Description: Optional. Config for filters.
      - metadata_filter
        Type: STRING
        Provider name: metadataFilter
        Description: Optional. String for metadata filtering.
      - vector_distance_threshold
        Type: DOUBLE
        Provider name: vectorDistanceThreshold
        Description: Optional. Only returns contexts with vector distance smaller than the threshold.
      - vector_similarity_threshold
        Type: DOUBLE
        Provider name: vectorSimilarityThreshold
        Description: Optional. Only returns contexts with vector similarity larger than the threshold.
    - ranking
      Type: STRUCT
      Provider name: ranking
      Description: Optional. Config for ranking and reranking.
      - llm_ranker
        Type: STRUCT
        Provider name: llmRanker
        Description: Optional. Config for LlmRanker.
        model_name
        Type: STRING
        Provider name: modelName
        Description: Optional. The model name used for ranking. See Supported models.
      - rank_service
        Type: STRUCT
        Provider name: rankService
        Description: Optional. Config for Rank Service.
        model_name
        Type: STRING
        Provider name: modelName
        Description: Optional. The model name of the rank service. Format: semantic-ranker-512@latest
    - top_k
      Type: INT32
      Provider name: topK
      Description: Optional. The number of contexts to retrieve.
  - similarity_top_k
    Type: INT32
    Provider name: similarityTopK
    Description: Optional. Number of top k results to return from the selected corpora.
  - vector_distance_threshold
    Type: DOUBLE
    Provider name: vectorDistanceThreshold
    Description: Optional. Only return results with vector distance smaller than the threshold.

`ttl`

Type: STRING
Provider name: ttl
Description: Input only. The TTL for this resource. The expiration time is computed: now + TTL.

`update_time`

Type: TIMESTAMP
Provider name: updateTime
Description: Output only. When the cache entry was last updated in UTC time.

`usage_metadata`

Type: STRUCT
Provider name: usageMetadata
Description: Output only. Metadata on the usage of the cached content.

audio_duration_seconds
Type: INT32
Provider name: audioDurationSeconds
Description: Duration of audio in seconds.
image_count
Type: INT32
Provider name: imageCount
Description: Number of images.
text_count
Type: INT32
Provider name: textCount
Description: Number of text characters.
total_token_count
Type: INT32
Provider name: totalTokenCount
Description: Total number of tokens that the cached content consumes.
video_duration_seconds
Type: INT32
Provider name: videoDurationSeconds
Description: Duration of video in seconds.