@@ -4879,6 +4879,11 @@ class GoogleCloudRetailV2betaIntentClassificationConfig
48794879 # @return [Array<Google::Apis::RetailV2beta::GoogleCloudRetailV2betaIntentClassificationConfigExample>]
48804880 attr_accessor :example
48814881
4882+ # Inline source for intent classifications.
4883+ # Corresponds to the JSON property `inlineSource`
4884+ # @return [Google::Apis::RetailV2beta::GoogleCloudRetailV2betaIntentClassificationConfigInlineSource]
4885+ attr_accessor :inline_source
4886+
48824887 # Optional. Customers can use the preamble to specify any requirements for
48834888 # blocklisting intent classification. This preamble will be added to the
48844889 # blocklisting intent classification model prompt.
@@ -4895,6 +4900,7 @@ def update!(**args)
48954900 @blocklist_keywords = args [ :blocklist_keywords ] if args . key? ( :blocklist_keywords )
48964901 @disabled_intent_types = args [ :disabled_intent_types ] if args . key? ( :disabled_intent_types )
48974902 @example = args [ :example ] if args . key? ( :example )
4903+ @inline_source = args [ :inline_source ] if args . key? ( :inline_source )
48984904 @model_preamble = args [ :model_preamble ] if args . key? ( :model_preamble )
48994905 end
49004906 end
@@ -4903,6 +4909,12 @@ def update!(**args)
49034909 class GoogleCloudRetailV2betaIntentClassificationConfigExample
49044910 include Google ::Apis ::Core ::Hashable
49054911
4912+ # Required. Whether the example is classified positively.
4913+ # Corresponds to the JSON property `classifiedPositive`
4914+ # @return [Boolean]
4915+ attr_accessor :classified_positive
4916+ alias_method :classified_positive? , :classified_positive
4917+
49064918 # Optional. The intent_type must match one of the predefined intent types
49074919 # defined at https://cloud.google.com/retail/docs/reference/rpc/google.cloud.
49084920 # retail.v2alpha#querytype
@@ -4927,12 +4939,65 @@ def initialize(**args)
49274939
49284940 # Update properties of this object
49294941 def update! ( **args )
4942+ @classified_positive = args [ :classified_positive ] if args . key? ( :classified_positive )
49304943 @intent_type = args [ :intent_type ] if args . key? ( :intent_type )
49314944 @query = args [ :query ] if args . key? ( :query )
49324945 @reason = args [ :reason ] if args . key? ( :reason )
49334946 end
49344947 end
49354948
4949+ # An inline force intent classification configuration.
4950+ class GoogleCloudRetailV2betaIntentClassificationConfigInlineForceIntent
4951+ include Google ::Apis ::Core ::Hashable
4952+
4953+ # Optional. The intent_type must match one of the predefined intent types
4954+ # defined at https://cloud.google.com/retail/docs/reference/rpc/google.cloud.
4955+ # retail.v2alpha#querytype
4956+ # Corresponds to the JSON property `intentType`
4957+ # @return [String]
4958+ attr_accessor :intent_type
4959+
4960+ # Optional. The operation to perform for the query.
4961+ # Corresponds to the JSON property `operation`
4962+ # @return [String]
4963+ attr_accessor :operation
4964+
4965+ # Optional. A example query.
4966+ # Corresponds to the JSON property `query`
4967+ # @return [String]
4968+ attr_accessor :query
4969+
4970+ def initialize ( **args )
4971+ update! ( **args )
4972+ end
4973+
4974+ # Update properties of this object
4975+ def update! ( **args )
4976+ @intent_type = args [ :intent_type ] if args . key? ( :intent_type )
4977+ @operation = args [ :operation ] if args . key? ( :operation )
4978+ @query = args [ :query ] if args . key? ( :query )
4979+ end
4980+ end
4981+
4982+ # Inline source for intent classifications.
4983+ class GoogleCloudRetailV2betaIntentClassificationConfigInlineSource
4984+ include Google ::Apis ::Core ::Hashable
4985+
4986+ # Optional. A list of inline force intent classifications.
4987+ # Corresponds to the JSON property `inlineForceIntents`
4988+ # @return [Array<Google::Apis::RetailV2beta::GoogleCloudRetailV2betaIntentClassificationConfigInlineForceIntent>]
4989+ attr_accessor :inline_force_intents
4990+
4991+ def initialize ( **args )
4992+ update! ( **args )
4993+ end
4994+
4995+ # Update properties of this object
4996+ def update! ( **args )
4997+ @inline_force_intents = args [ :inline_force_intents ] if args . key? ( :inline_force_intents )
4998+ end
4999+ end
5000+
49365001 # A floating point interval.
49375002 class GoogleCloudRetailV2betaInterval
49385003 include Google ::Apis ::Core ::Hashable
@@ -7767,6 +7832,15 @@ class GoogleCloudRetailV2betaSearchRequest
77677832 # @return [Google::Apis::RetailV2beta::GoogleCloudRetailV2betaSearchRequestTileNavigationSpec]
77687833 attr_accessor :tile_navigation_spec
77697834
7835+ # Optional. The user attributes that could be used for personalization of search
7836+ # results. * Populate at most 100 key-value pairs per query. * Only supports
7837+ # string keys and repeated string values. * Duplcate keys are not allowed within
7838+ # a single query. Example: user_attributes: [ ` key: "pets" value ` values: "dog"
7839+ # values: "cat" ` `, ` key: "state" value ` values: "CA" ` ` ]
7840+ # Corresponds to the JSON property `userAttributes`
7841+ # @return [Hash<String,Google::Apis::RetailV2beta::GoogleCloudRetailV2betaStringList>]
7842+ attr_accessor :user_attributes
7843+
77707844 # Information of an end user.
77717845 # Corresponds to the JSON property `userInfo`
77727846 # @return [Google::Apis::RetailV2beta::GoogleCloudRetailV2betaUserInfo]
@@ -7841,6 +7915,7 @@ def update!(**args)
78417915 @search_mode = args [ :search_mode ] if args . key? ( :search_mode )
78427916 @spell_correction_spec = args [ :spell_correction_spec ] if args . key? ( :spell_correction_spec )
78437917 @tile_navigation_spec = args [ :tile_navigation_spec ] if args . key? ( :tile_navigation_spec )
7918+ @user_attributes = args [ :user_attributes ] if args . key? ( :user_attributes )
78447919 @user_info = args [ :user_info ] if args . key? ( :user_info )
78457920 @variant_rollup_keys = args [ :variant_rollup_keys ] if args . key? ( :variant_rollup_keys )
78467921 @visitor_id = args [ :visitor_id ] if args . key? ( :visitor_id )
@@ -9048,6 +9123,25 @@ def update!(**args)
90489123 end
90499124 end
90509125
9126+ # A list of string values.
9127+ class GoogleCloudRetailV2betaStringList
9128+ include Google ::Apis ::Core ::Hashable
9129+
9130+ # String values.
9131+ # Corresponds to the JSON property `values`
9132+ # @return [Array<String>]
9133+ attr_accessor :values
9134+
9135+ def initialize ( **args )
9136+ update! ( **args )
9137+ end
9138+
9139+ # Update properties of this object
9140+ def update! ( **args )
9141+ @values = args [ :values ] if args . key? ( :values )
9142+ end
9143+ end
9144+
90519145 # This field specifies the tile information including an attribute key,
90529146 # attribute value. More fields will be added in the future, eg: product id or
90539147 # product counts, etc.
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