Function calling reference | Generative AI

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<li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> API reference </div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> Gemini API </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/model-reference/inference" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/model-reference/inference" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/model-reference/inference" >Generate content</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/model-reference/function-calling" class="devsite-nav-title gc-analytics-event" 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/model-reference/imagen-api" >Generate images</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/model-reference/imagen-api-edit" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/model-reference/imagen-api-edit" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/model-reference/imagen-api-edit" >Edit images</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/model-reference/imagen-api-customization" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/model-reference/imagen-api-customization" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/model-reference/imagen-api-customization" >Customize images (few-shot)</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/model-reference/image-captioning" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/model-reference/image-captioning" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/model-reference/image-captioning" >Image captioning</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/model-reference/visual-question-answering" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/model-reference/visual-question-answering" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/model-reference/visual-question-answering" >Visual question answering (VQA)</a></li></ul></div></li> <li 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v1beta1</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/model-reference/rag-api-v1" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/model-reference/rag-api-v1" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/model-reference/rag-api-v1" >RAG API v1</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/model-reference/rag-output-explained" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/model-reference/rag-output-explained" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/model-reference/rag-output-explained" >Retrieval and generation output of RAG</a></li></ul></div></li> <li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/model-reference/extension" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/model-reference/extension" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/model-reference/extension" >Extensions API</a></li> <li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/model-reference/count-tokens" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/model-reference/count-tokens" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/model-reference/count-tokens" >CountTokens API</a></li> <li class="devsite-nav-item devsite-nav-preview"><a href="/vertex-ai/generative-ai/docs/model-reference/reasoning-engine" class="devsite-nav-title gc-analytics-event" 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data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/libraries" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/libraries" >Use client libraries</a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> Python </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> google-cloud-vertexai </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide 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class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/summary_class" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/summary_class" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/summary_class" >Classes</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/summary_method" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/summary_method" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/summary_method" >Methods</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/summary_property" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/summary_property" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/summary_property" >Properties and Attributes</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> Vertexai </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> vertexai </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai" >Overview</a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> evaluation </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.evaluation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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MetricPromptTemplateExamples </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.evaluation.MetricPromptTemplateExamples" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.evaluation.MetricPromptTemplateExamples" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.evaluation.MetricPromptTemplateExamples" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.evaluation.MetricPromptTemplateExamples.Pairwise" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.evaluation.PairwiseMetricPromptTemplate" >PairwiseMetricPromptTemplate</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.evaluation.PointwiseMetric" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.evaluation.PointwiseMetric" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.evaluation.PointwiseMetric" >PointwiseMetric</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.evaluation.PointwiseMetricPromptTemplate" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.evaluation.PointwiseMetricPromptTemplate" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.evaluation.PointwiseMetricPromptTemplate" >PointwiseMetricPromptTemplate</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.evaluation.PromptTemplate" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.evaluation.PromptTemplate" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.evaluation.PromptTemplate" >PromptTemplate</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.evaluation.Rouge" class="devsite-nav-title 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track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.Candidate" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.Candidate" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.Candidate" >Candidate</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.ChatSession" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.ChatSession" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.ChatSession" >ChatSession</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.Content" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.Content" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.Content" >Content</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.FinishReason" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide 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href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.FunctionDeclaration" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.FunctionDeclaration" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.FunctionDeclaration" >FunctionDeclaration</a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> GenerationConfig </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.GenerationConfig" class="devsite-nav-title gc-analytics-event" 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class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> RoutingConfig </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.GenerationConfig.RoutingConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.GenerationConfig.RoutingConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.GenerationConfig.RoutingConfig" >Overview</a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> AutoRoutingMode </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.GenerationConfig.RoutingConfig.AutoRoutingMode" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.GenerationConfig.RoutingConfig.AutoRoutingMode" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.GenerationConfig.RoutingConfig.AutoRoutingMode" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.GenerationConfig.RoutingConfig.AutoRoutingMode.ModelRoutingPreference" class="devsite-nav-title gc-analytics-event" 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.GenerationConfig.RoutingConfig.ManualRoutingMode" >ManualRoutingMode</a></li></ul></div></li></ul></div></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.GenerationResponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.GenerationResponse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.GenerationResponse" >GenerationResponse</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.GenerativeModel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.GenerativeModel" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.GenerativeModel" >GenerativeModel</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.HarmBlockThreshold" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.HarmBlockThreshold" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.HarmBlockThreshold" >HarmBlockThreshold</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.HarmCategory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.HarmCategory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.HarmCategory" >HarmCategory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.Image" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.Image" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.Image" >Image</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.Part" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.Part" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.Part" >Part</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.ResponseValidationError" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.ResponseValidationError" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.ResponseValidationError" >ResponseValidationError</a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> SafetySetting </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.SafetySetting" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.SafetySetting" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.SafetySetting" >Overview</a></li><li 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devsite-nav-title-no-path" tabindex="0" role="button"> grounding </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.grounding" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.grounding" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.grounding" >Overview</a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> DynamicRetrievalConfig </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.grounding.DynamicRetrievalConfig.Mode" >Mode</a></li></ul></div></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.grounding.GoogleSearchRetrieval" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.grounding.GoogleSearchRetrieval" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.grounding.GoogleSearchRetrieval" >GoogleSearchRetrieval</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.grounding.Retrieval" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.grounding.Retrieval" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.grounding.Retrieval" >Retrieval</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.grounding.VertexAISearch" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.grounding.VertexAISearch" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.generative_models.grounding.VertexAISearch" >VertexAISearch</a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> language_models </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.language_models" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.language_models" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.language_models" >Overview</a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> _language_models </div><ul class="devsite-nav-section"><li 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.language_models._language_models._TunableModelMixin" >_TunableModelMixin</a></li></ul></div></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.language_models.ChatMessage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.language_models.ChatMessage" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.language_models.ChatMessage" >ChatMessage</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.language_models.ChatModel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.language_models.GroundingSource.WebSearch" >WebSearch</a></li></ul></div></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.language_models.InputOutputTextPair" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.language_models.InputOutputTextPair" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.language_models.InputOutputTextPair" >InputOutputTextPair</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.language_models.TextEmbedding" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.AutomaticFunctionCallingResponder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.AutomaticFunctionCallingResponder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.AutomaticFunctionCallingResponder" >AutomaticFunctionCallingResponder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.CallableFunctionDeclaration" class="devsite-nav-title gc-analytics-event" 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.Content" >Content</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.FinishReason" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.FinishReason" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.FinishReason" >FinishReason</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.FunctionCall" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> GenerationConfig </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.GenerationConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.GenerationConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.GenerationConfig" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.GenerationConfig.Modality" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.GenerationConfig.RoutingConfig.AutoRoutingMode.ModelRoutingPreference" >ModelRoutingPreference</a></li></ul></div></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.GenerationConfig.RoutingConfig.ManualRoutingMode" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.GenerationConfig.RoutingConfig.ManualRoutingMode" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.GenerationConfig.RoutingConfig.ManualRoutingMode" >ManualRoutingMode</a></li></ul></div></li></ul></div></li><li class="devsite-nav-item"><a 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.GenerativeModel" >GenerativeModel</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.HarmBlockThreshold" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.HarmBlockThreshold" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.HarmBlockThreshold" >HarmBlockThreshold</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.HarmCategory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.HarmCategory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.HarmCategory" >HarmCategory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.Image" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.Image" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.Image" >Image</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.Part" class="devsite-nav-title 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.SafetySetting.HarmBlockMethod" >HarmBlockMethod</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.SafetySetting.HarmBlockThreshold" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.SafetySetting.HarmBlockThreshold" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.SafetySetting.HarmBlockThreshold" >HarmBlockThreshold</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.generative_models.SafetySetting.HarmCategory" class="devsite-nav-title gc-analytics-event" 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.language_models.EvaluationClassificationMetric" >EvaluationClassificationMetric</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.language_models.EvaluationMetric" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.language_models.EvaluationMetric" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.language_models.EvaluationMetric" >EvaluationMetric</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.language_models.EvaluationQuestionAnsweringSpec" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" 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>EvaluationTextClassificationSpec</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.language_models.EvaluationTextGenerationSpec" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.language_models.EvaluationTextGenerationSpec" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.language_models.EvaluationTextGenerationSpec" >EvaluationTextGenerationSpec</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.language_models.EvaluationTextSummarizationSpec" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.language_models.TextEmbeddingInput" >TextEmbeddingInput</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.language_models.TextGenerationResponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.language_models.TextGenerationResponse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.language_models.TextGenerationResponse" >TextGenerationResponse</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.language_models.TuningEvaluationSpec" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.reasoning_engines.LangchainAgent" >LangchainAgent</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.reasoning_engines.LanggraphAgent" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.reasoning_engines.LanggraphAgent" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.reasoning_engines.LanggraphAgent" >LanggraphAgent</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.reasoning_engines.Queryable" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> tuning </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.tuning" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.tuning" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.tuning" >Overview</a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> sft </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a 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>SupervisedTuningJob</a></li></ul></div></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.tuning.TuningJob" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.tuning.TuningJob" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.tuning.TuningJob" >TuningJob</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> vision_models </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.ControlImageConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.ControlImageConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.ControlImageConfig" >ControlImageConfig</a></li><li class="devsite-nav-item"><a 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.EntityLabel" >EntityLabel</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.GeneratedImage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.GeneratedImage" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.GeneratedImage" >GeneratedImage</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.GeneratedMask" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.ImageQnAModel" >ImageQnAModel</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.ImageSegmentationModel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.ImageSegmentationModel" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.ImageSegmentationModel" >ImageSegmentationModel</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.ImageSegmentationResponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.ImageSegmentationResponse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.ImageSegmentationResponse" >ImageSegmentationResponse</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.ImageTextModel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.ImageTextModel" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.ImageTextModel" >ImageTextModel</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.MaskImageConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.MaskImageConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.MaskImageConfig" >MaskImageConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.MaskReferenceImage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.MaskReferenceImage" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.MaskReferenceImage" >MaskReferenceImage</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.MultiModalEmbeddingModel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.MultiModalEmbeddingModel" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.MultiModalEmbeddingModel" >MultiModalEmbeddingModel</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.MultiModalEmbeddingResponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.Scribble" >Scribble</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.StyleImageConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.StyleImageConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.StyleImageConfig" >StyleImageConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.StyleReferenceImage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.Video" >Video</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.VideoEmbedding" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.VideoEmbedding" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.VideoEmbedding" >VideoEmbedding</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.preview.vision_models.VideoSegmentConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.resources.preview.ml_monitoring.spec.DataDriftSpec" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.resources.preview.ml_monitoring.spec.DataDriftSpec" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.resources.preview.ml_monitoring.spec.DataDriftSpec" >DataDriftSpec</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.resources.preview.ml_monitoring.spec.FeatureAttributionSpec" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.resources.preview.ml_monitoring.spec.FeatureAttributionSpec" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.resources.preview.ml_monitoring.spec.FeatureAttributionSpec" >FeatureAttributionSpec</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.resources.preview.ml_monitoring.spec.FieldSchema" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.resources.preview.ml_monitoring.spec.FieldSchema" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.resources.preview.ml_monitoring.spec.FieldSchema" >FieldSchema</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.resources.preview.ml_monitoring.spec.ModelMonitoringSchema" class="devsite-nav-title gc-analytics-event" 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track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.resources.preview.ml_monitoring.ModelMonitor" >ModelMonitor</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.resources.preview.ml_monitoring.ModelMonitoringJob" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.resources.preview.ml_monitoring.ModelMonitoringJob" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.resources.preview.ml_monitoring.ModelMonitoringJob" >ModelMonitoringJob</a></li></ul></div></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.vision_models.GeneratedImage" >GeneratedImage</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.vision_models.Image" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.vision_models.Image" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.vision_models.Image" >Image</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.vision_models.ImageCaptioningModel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.vision_models.ImageCaptioningModel" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.vision_models.ImageCaptioningModel" >ImageCaptioningModel</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.vision_models.ImageGenerationModel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.vision_models.ImageGenerationModel" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.vision_models.ImageGenerationModel" >ImageGenerationModel</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.vision_models.ImageGenerationResponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.vision_models.Video" >Video</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.vision_models.VideoEmbedding" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/python/latest/vertexai.vision_models.VideoEmbedding" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.vision_models.VideoEmbedding" >VideoEmbedding</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.vision_models.VideoSegmentConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.prompts._prompt_management.PromptVersionMetadata" >PromptVersionMetadata</a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> Prompts </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> _prompts </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/python/latest/vertexai.prompts._prompts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> Node.js </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> vertexai </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest" >Quickstart</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/overview" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/overview" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/overview" >Overview</a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> Classes </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/chatsession" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/chatsession" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/chatsession" >ChatSession</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/chatsessionpreview" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/chatsessionpreview" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/chatsessionpreview" >ChatSessionPreview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/clienterror" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/clienterror" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/clienterror" >ClientError</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generatecontentresponsehandler" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generatecontentresponsehandler" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generatecontentresponsehandler" >GenerateContentResponseHandler</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generativemodel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generativemodel" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generativemodel" >GenerativeModel</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generativemodelpreview" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generativemodelpreview" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generativemodelpreview" >GenerativeModelPreview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googleapierror" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googleapierror" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googleapierror" >GoogleApiError</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googleautherror" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googleautherror" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googleautherror" >GoogleAuthError</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googlegenerativeaierror" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googlegenerativeaierror" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googlegenerativeaierror" >GoogleGenerativeAIError</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/illegalargumenterror" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/illegalargumenterror" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/illegalargumenterror" >IllegalArgumentError</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/vertexai" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/vertexai" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/vertexai" >VertexAI</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> Interfaces </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/basemodelparams" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/basemodelparams" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/basemodelparams" >BaseModelParams</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/basepart" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/basepart" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/basepart" >BasePart</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/cachedcontent" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/cachedcontent" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/cachedcontent" >CachedContent</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/cachedcontentusagemetadata" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/cachedcontentusagemetadata" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/cachedcontentusagemetadata" >CachedContentUsageMetadata</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/citation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/citation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/citation" >Citation</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/citationmetadata" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/citationmetadata" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/citationmetadata" >CitationMetadata</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/content" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/content" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/content" >Content</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/counttokensrequest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/counttokensrequest" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/counttokensrequest" >CountTokensRequest</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/counttokensresponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/counttokensresponse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/counttokensresponse" >CountTokensResponse</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/errordetails" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/errordetails" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/errordetails" >ErrorDetails</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/filedata" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/filedata" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/filedata" >FileData</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/filedatapart" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/filedatapart" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/filedatapart" >FileDataPart</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functioncall" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functioncall" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functioncall" >FunctionCall</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functioncallpart" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functioncallpart" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functioncallpart" >FunctionCallPart</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functioncallingconfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functioncallingconfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functioncallingconfig" >FunctionCallingConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functiondeclaration" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functiondeclaration" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functiondeclaration" >FunctionDeclaration</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functiondeclarationschema" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functiondeclarationschema" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functiondeclarationschema" >FunctionDeclarationSchema</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functiondeclarationstool" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functiondeclarationstool" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functiondeclarationstool" >FunctionDeclarationsTool</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functionresponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functionresponse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functionresponse" >FunctionResponse</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functionresponsepart" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functionresponsepart" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functionresponsepart" >FunctionResponsePart</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generatecontentcandidate" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generatecontentcandidate" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generatecontentcandidate" >GenerateContentCandidate</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generatecontentrequest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generatecontentrequest" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generatecontentrequest" >GenerateContentRequest</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generatecontentresponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generatecontentresponse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generatecontentresponse" >GenerateContentResponse</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generatecontentresult" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generatecontentresult" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generatecontentresult" >GenerateContentResult</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generationconfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generationconfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generationconfig" >GenerationConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generativecontentblob" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generativecontentblob" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/generativecontentblob" >GenerativeContentBlob</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/getgenerativemodelparams" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/getgenerativemodelparams" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/getgenerativemodelparams" >GetGenerativeModelParams</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googledate" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googledate" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googledate" >GoogleDate</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googlesearchretrieval" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googlesearchretrieval" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googlesearchretrieval" >GoogleSearchRetrieval</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googlesearchretrievaltool" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googlesearchretrievaltool" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/googlesearchretrievaltool" >GoogleSearchRetrievalTool</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingattributionretrievedcontext" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingattributionretrievedcontext" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingattributionretrievedcontext" >GroundingAttributionRetrievedContext</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingattributionsegment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingattributionsegment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingattributionsegment" >GroundingAttributionSegment</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingattributionweb" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingattributionweb" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingattributionweb" >GroundingAttributionWeb</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingchunk" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingchunk" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingchunk" >GroundingChunk</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingchunkretrievedcontext" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingchunkretrievedcontext" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingchunkretrievedcontext" >GroundingChunkRetrievedContext</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingchunkweb" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingchunkweb" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingchunkweb" >GroundingChunkWeb</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingmetadata" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingmetadata" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingmetadata" >GroundingMetadata</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingsupport" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingsupport" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingsupport" >GroundingSupport</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingsupportsegment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingsupportsegment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/groundingsupportsegment" >GroundingSupportSegment</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/inlinedatapart" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/inlinedatapart" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/inlinedatapart" >InlineDataPart</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/listcachedcontentsresponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/listcachedcontentsresponse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/listcachedcontentsresponse" >ListCachedContentsResponse</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/modelparams" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/modelparams" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/modelparams" >ModelParams</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/promptfeedback" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/promptfeedback" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/promptfeedback" >PromptFeedback</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/ragresource" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/ragresource" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/ragresource" >RagResource</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/requestoptions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/requestoptions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/requestoptions" >RequestOptions</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/responseschema" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/responseschema" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/responseschema" >ResponseSchema</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/retrieval" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/retrieval" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/retrieval" >Retrieval</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/retrievaltool" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/retrievaltool" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/retrievaltool" >RetrievalTool</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/safetyrating" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/safetyrating" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/safetyrating" >SafetyRating</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/safetysetting" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/safetysetting" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/safetysetting" >SafetySetting</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/schema" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/schema" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/schema" >Schema</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/searchentrypoint" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/searchentrypoint" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/searchentrypoint" >SearchEntryPoint</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/startchatparams" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/startchatparams" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/startchatparams" >StartChatParams</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/startchatsessionrequest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/startchatsessionrequest" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/startchatsessionrequest" >StartChatSessionRequest</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/streamgeneratecontentresult" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/streamgeneratecontentresult" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/streamgeneratecontentresult" >StreamGenerateContentResult</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/textpart" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/textpart" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/textpart" >TextPart</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/toolconfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/toolconfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/toolconfig" >ToolConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/usagemetadata" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/usagemetadata" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/usagemetadata" >UsageMetadata</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/vertexaisearch" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/vertexaisearch" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/vertexaisearch" >VertexAISearch</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/vertexinit" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/vertexinit" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/vertexinit" >VertexInit</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/vertexragstore" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/vertexragstore" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/vertexragstore" >VertexRagStore</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> Enums </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/blockedreason" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/blockedreason" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/blockedreason" >BlockedReason</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/finishreason" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/finishreason" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/finishreason" >FinishReason</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functioncallingmode" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functioncallingmode" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/functioncallingmode" >FunctionCallingMode</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/harmblockthreshold" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/harmblockthreshold" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/harmblockthreshold" >HarmBlockThreshold</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/harmcategory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/harmcategory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/harmcategory" >HarmCategory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/harmprobability" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/harmprobability" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/harmprobability" >HarmProbability</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/harmseverity" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/harmseverity" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/harmseverity" >HarmSeverity</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/schematype" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/schematype" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/nodejs/latest/vertexai/schematype" >SchemaType</a></li></ul></div></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-preview"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> Java </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> google-cloud-vertexai </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/overview" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/overview" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/overview" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/history" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/history" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/history" >Version history</a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> com.google.cloud.vertexai </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai" >Package summary</a></li><li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> Classes </div></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.Constants" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.Constants" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.Constants" >Constants</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.VertexAI" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.VertexAI" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.VertexAI" >VertexAI</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.VertexAI.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.VertexAI.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.VertexAI.Builder" >VertexAI.Builder</a></li><li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> Enums </div></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.Transport" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.Transport" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.Transport" >Transport</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> com.google.cloud.vertexai.api </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api" >Package summary</a></li><li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> Interfaces </div></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AttributionOrBuilder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AttributionOrBuilder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AttributionOrBuilder" >AttributionOrBuilder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AutomaticResourcesOrBuilder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AutomaticResourcesOrBuilder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AutomaticResourcesOrBuilder" >AutomaticResourcesOrBuilder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AutoscalingMetricSpecOrBuilder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AutoscalingMetricSpecOrBuilder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AutoscalingMetricSpecOrBuilder" >AutoscalingMetricSpecOrBuilder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AvroSourceOrBuilder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide 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track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.StringArrayOrBuilder" >StringArrayOrBuilder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.TFRecordDestinationOrBuilder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.TFRecordDestinationOrBuilder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.TFRecordDestinationOrBuilder" >TFRecordDestinationOrBuilder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.TensorOrBuilder" class="devsite-nav-title gc-analytics-event" 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ToolOrBuilder" >ToolOrBuilder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.UndeployModelOperationMetadataOrBuilder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.UndeployModelOperationMetadataOrBuilder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.UndeployModelOperationMetadataOrBuilder" >UndeployModelOperationMetadataOrBuilder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.UndeployModelRequestOrBuilder" class="devsite-nav-title gc-analytics-event" 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>UndeployModelResponseOrBuilder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.UpdateEndpointRequestOrBuilder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.UpdateEndpointRequestOrBuilder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.UpdateEndpointRequestOrBuilder" >UpdateEndpointRequestOrBuilder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.VertexAISearchOrBuilder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Attribution.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Attribution.Builder" >Attribution.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AutomaticResources" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AutomaticResources" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AutomaticResources" >AutomaticResources</a></li><li 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AutoscalingMetricSpec" >AutoscalingMetricSpec</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AutoscalingMetricSpec.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AutoscalingMetricSpec.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AutoscalingMetricSpec.Builder" >AutoscalingMetricSpec.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.AvroSource" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.BatchDedicatedResources.Builder" >BatchDedicatedResources.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.BigQueryDestination" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.BigQueryDestination" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.BigQueryDestination" >BigQueryDestination</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.BigQueryDestination.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Blob" >Blob</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Blob.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Blob.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Blob.Builder" >Blob.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.BlurBaselineConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.BoolArray.Builder" >BoolArray.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Candidate" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Candidate" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Candidate" >Candidate</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Candidate.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ComputeTokensRequest" >ComputeTokensRequest</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ComputeTokensRequest.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ComputeTokensRequest.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ComputeTokensRequest.Builder" >ComputeTokensRequest.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ComputeTokensResponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" 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track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ContainerRegistryDestination.Builder" >ContainerRegistryDestination.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Content" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Content" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Content" >Content</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Content.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.CountTokensResponse.Builder" >CountTokensResponse.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.CreateEndpointOperationMetadata" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.CreateEndpointOperationMetadata" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.CreateEndpointOperationMetadata" >CreateEndpointOperationMetadata</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.CreateEndpointOperationMetadata.Builder" class="devsite-nav-title gc-analytics-event" 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>CreateEndpointRequest</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.CreateEndpointRequest.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.CreateEndpointRequest.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.CreateEndpointRequest.Builder" >CreateEndpointRequest.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.CsvDestination" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.CsvDestination" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.CsvDestination" >CsvDestination</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.CsvDestination.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.CsvDestination.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.CsvDestination.Builder" >CsvDestination.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.CsvSource" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book 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track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.DeleteEndpointRequest.Builder" >DeleteEndpointRequest.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.DeleteOperationMetadata" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.DeleteOperationMetadata" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.DeleteOperationMetadata" >DeleteOperationMetadata</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.DeleteOperationMetadata.Builder" class="devsite-nav-title gc-analytics-event" 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.DeployModelResponse.Builder" >DeployModelResponse.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.DeployedModel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.DeployedModel" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.DeployedModel" >DeployedModel</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.DeployedModel.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GcsDestination.Builder" >GcsDestination.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GcsSource" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GcsSource" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GcsSource" >GcsSource</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GcsSource.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerateContentResponse" >GenerateContentResponse</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerateContentResponse.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerateContentResponse.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerateContentResponse.Builder" >GenerateContentResponse.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerateContentResponse.PromptFeedback" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerateContentResponse.PromptFeedback" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerateContentResponse.PromptFeedback" >GenerateContentResponse.PromptFeedback</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerateContentResponse.PromptFeedback.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerateContentResponse.PromptFeedback.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerateContentResponse.PromptFeedback.Builder" >GenerateContentResponse.PromptFeedback.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerateContentResponse.UsageMetadata" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerateContentResponse.UsageMetadata" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerateContentResponse.UsageMetadata" >GenerateContentResponse.UsageMetadata</a></li><li class="devsite-nav-item"><a 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track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerationConfig" >GenerationConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerationConfig.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerationConfig.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerationConfig.Builder" >GenerationConfig.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerationConfig.RoutingConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerationConfig.RoutingConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerationConfig.RoutingConfig" >GenerationConfig.RoutingConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerationConfig.RoutingConfig.AutoRoutingMode" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerationConfig.RoutingConfig.AutoRoutingMode" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerationConfig.RoutingConfig.AutoRoutingMode" >GenerationConfig.RoutingConfig.AutoRoutingMode</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerationConfig.RoutingConfig.AutoRoutingMode.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerationConfig.RoutingConfig.AutoRoutingMode.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerationConfig.RoutingConfig.AutoRoutingMode.Builder" >GenerationConfig.RoutingConfig.AutoRoutingMode.Builder</a></li><li class="devsite-nav-item"><a 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenerationConfig.RoutingConfig.ManualRoutingMode.Builder" >GenerationConfig.RoutingConfig.ManualRoutingMode.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenericOperationMetadata" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenericOperationMetadata" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenericOperationMetadata" >GenericOperationMetadata</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GenericOperationMetadata.Builder" class="devsite-nav-title 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track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GoogleSearchRetrieval" >GoogleSearchRetrieval</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GoogleSearchRetrieval.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GoogleSearchRetrieval.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GoogleSearchRetrieval.Builder" >GoogleSearchRetrieval.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GroundingChunk" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GroundingChunk" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GroundingChunk" >GroundingChunk</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GroundingChunk.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GroundingChunk.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GroundingChunk.Builder" >GroundingChunk.Builder</a></li><li class="devsite-nav-item"><a 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track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GroundingChunk.RetrievedContext.Builder" >GroundingChunk.RetrievedContext.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GroundingChunk.Web" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GroundingChunk.Web" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GroundingChunk.Web" >GroundingChunk.Web</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GroundingChunk.Web.Builder" class="devsite-nav-title gc-analytics-event" 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GroundingSupport" >GroundingSupport</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GroundingSupport.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GroundingSupport.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.GroundingSupport.Builder" >GroundingSupport.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Int64Array" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.IntegratedGradientsAttribution.Builder" >IntegratedGradientsAttribution.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.IoProto" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.IoProto" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.IoProto" >IoProto</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ListEndpointsRequest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.LlmUtilityServiceSettings.Builder" >LlmUtilityServiceSettings.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.LocationName" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.LocationName" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.LocationName" >LocationName</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.LocationName.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.MachineSpec.Builder" >MachineSpec.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ModelExplanation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ModelExplanation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ModelExplanation" >ModelExplanation</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ModelExplanation.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Part" >Part</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Part.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Part.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Part.Builder" >Part.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.PersistentDiskSpec" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.PredictRequest.Builder" >PredictRequest.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.PredictRequestResponseLoggingConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.PredictRequestResponseLoggingConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.PredictRequestResponseLoggingConfig" >PredictRequestResponseLoggingConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.PredictRequestResponseLoggingConfig.Builder" class="devsite-nav-title 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track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.PredictionServiceClient" >PredictionServiceClient</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.PredictionServiceClient.ListLocationsFixedSizeCollection" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.PredictionServiceClient.ListLocationsFixedSizeCollection" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.PredictionServiceClient.ListLocationsFixedSizeCollection" >PredictionServiceClient.ListLocationsFixedSizeCollection</a></li><li class="devsite-nav-item"><a 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.PredictionServiceSettings" >PredictionServiceSettings</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.PredictionServiceSettings.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.PredictionServiceSettings.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.PredictionServiceSettings.Builder" >PredictionServiceSettings.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Presets" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.RawPredictRequest" >RawPredictRequest</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.RawPredictRequest.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.RawPredictRequest.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.RawPredictRequest.Builder" >RawPredictRequest.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ReservationAffinity" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ResourcesConsumed" >ResourcesConsumed</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ResourcesConsumed.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ResourcesConsumed.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ResourcesConsumed.Builder" >ResourcesConsumed.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Retrieval" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ToolConfig.Builder" >ToolConfig.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ToolProto" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ToolProto" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ToolProto" >ToolProto</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.TypesProto" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.UndeployModelRequest" >UndeployModelRequest</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.UndeployModelRequest.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.UndeployModelRequest.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.UndeployModelRequest.Builder" >UndeployModelRequest.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.UndeployModelResponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide 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track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.HarmCategory" >HarmCategory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Part.DataCase" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Part.DataCase" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Part.DataCase" >Part.DataCase</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Part.MetadataCase" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Part.MetadataCase" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Part.MetadataCase" >Part.MetadataCase</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Presets.Modality" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Presets.Modality" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Presets.Modality" >Presets.Modality</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Presets.Query" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Presets.Query" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Presets.Query" >Presets.Query</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ReservationAffinity.Type" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ReservationAffinity.Type" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.ReservationAffinity.Type" >ReservationAffinity.Type</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Retrieval.SourceCase" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Retrieval.SourceCase" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Retrieval.SourceCase" >Retrieval.SourceCase</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.SafetyRating.HarmProbability" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.SafetyRating.HarmProbability" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.SafetyRating.HarmProbability" >SafetyRating.HarmProbability</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.SafetyRating.HarmSeverity" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.SafetyRating.HarmSeverity" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.SafetyRating.HarmSeverity" >SafetyRating.HarmSeverity</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.SafetySetting.HarmBlockMethod" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.SafetySetting.HarmBlockMethod" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.SafetySetting.HarmBlockMethod" >SafetySetting.HarmBlockMethod</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.SafetySetting.HarmBlockThreshold" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.SafetySetting.HarmBlockThreshold" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.SafetySetting.HarmBlockThreshold" >SafetySetting.HarmBlockThreshold</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.SmoothGradConfig.GradientNoiseSigmaCase" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.SmoothGradConfig.GradientNoiseSigmaCase" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.SmoothGradConfig.GradientNoiseSigmaCase" >SmoothGradConfig.GradientNoiseSigmaCase</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Tensor.DataType" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Tensor.DataType" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Tensor.DataType" >Tensor.DataType</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Type" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Type" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.Type" >Type</a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> Stub packages </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> com.google.cloud.vertexai.api.stub </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub" >Package summary</a></li><li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> Classes </div></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStub" >EndpointServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStubSettings" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStubSettings" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStubSettings" >EndpointServiceStubSettings</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStubSettings.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStubSettings.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStubSettings.Builder" >EndpointServiceStubSettings.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcEndpointServiceCallableFactory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcEndpointServiceCallableFactory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcEndpointServiceCallableFactory" >GrpcEndpointServiceCallableFactory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcEndpointServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcEndpointServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcEndpointServiceStub" >GrpcEndpointServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcLlmUtilityServiceCallableFactory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcLlmUtilityServiceCallableFactory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcLlmUtilityServiceCallableFactory" >GrpcLlmUtilityServiceCallableFactory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcLlmUtilityServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcLlmUtilityServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcLlmUtilityServiceStub" >GrpcLlmUtilityServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcPredictionServiceCallableFactory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcPredictionServiceCallableFactory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcPredictionServiceCallableFactory" >GrpcPredictionServiceCallableFactory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcPredictionServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcPredictionServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcPredictionServiceStub" >GrpcPredictionServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonEndpointServiceCallableFactory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonEndpointServiceCallableFactory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonEndpointServiceCallableFactory" >HttpJsonEndpointServiceCallableFactory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonEndpointServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonEndpointServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonEndpointServiceStub" >HttpJsonEndpointServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonLlmUtilityServiceCallableFactory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonLlmUtilityServiceCallableFactory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonLlmUtilityServiceCallableFactory" >HttpJsonLlmUtilityServiceCallableFactory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonLlmUtilityServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonLlmUtilityServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonLlmUtilityServiceStub" >HttpJsonLlmUtilityServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonPredictionServiceCallableFactory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonPredictionServiceCallableFactory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonPredictionServiceCallableFactory" >HttpJsonPredictionServiceCallableFactory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonPredictionServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonPredictionServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonPredictionServiceStub" >HttpJsonPredictionServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStub" >LlmUtilityServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStubSettings" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStubSettings" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStubSettings" >LlmUtilityServiceStubSettings</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStubSettings.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStubSettings.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStubSettings.Builder" >LlmUtilityServiceStubSettings.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStub" >PredictionServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStubSettings" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStubSettings" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStubSettings" >PredictionServiceStubSettings</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStubSettings.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStubSettings.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStubSettings.Builder" >PredictionServiceStubSettings.Builder</a></li></ul></div></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> com.google.cloud.vertexai.api.stub </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub" >Package summary</a></li><li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> Classes </div></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStub" >EndpointServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStubSettings" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStubSettings" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStubSettings" >EndpointServiceStubSettings</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStubSettings.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStubSettings.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.EndpointServiceStubSettings.Builder" >EndpointServiceStubSettings.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcEndpointServiceCallableFactory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcEndpointServiceCallableFactory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcEndpointServiceCallableFactory" >GrpcEndpointServiceCallableFactory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcEndpointServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcEndpointServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcEndpointServiceStub" >GrpcEndpointServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcLlmUtilityServiceCallableFactory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcLlmUtilityServiceCallableFactory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcLlmUtilityServiceCallableFactory" >GrpcLlmUtilityServiceCallableFactory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcLlmUtilityServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcLlmUtilityServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcLlmUtilityServiceStub" >GrpcLlmUtilityServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcPredictionServiceCallableFactory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcPredictionServiceCallableFactory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcPredictionServiceCallableFactory" >GrpcPredictionServiceCallableFactory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcPredictionServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcPredictionServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.GrpcPredictionServiceStub" >GrpcPredictionServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonEndpointServiceCallableFactory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonEndpointServiceCallableFactory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonEndpointServiceCallableFactory" >HttpJsonEndpointServiceCallableFactory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonEndpointServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonEndpointServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonEndpointServiceStub" >HttpJsonEndpointServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonLlmUtilityServiceCallableFactory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonLlmUtilityServiceCallableFactory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonLlmUtilityServiceCallableFactory" >HttpJsonLlmUtilityServiceCallableFactory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonLlmUtilityServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonLlmUtilityServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonLlmUtilityServiceStub" >HttpJsonLlmUtilityServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonPredictionServiceCallableFactory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonPredictionServiceCallableFactory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonPredictionServiceCallableFactory" >HttpJsonPredictionServiceCallableFactory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonPredictionServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonPredictionServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.HttpJsonPredictionServiceStub" >HttpJsonPredictionServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStub" >LlmUtilityServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStubSettings" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStubSettings" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStubSettings" >LlmUtilityServiceStubSettings</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStubSettings.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStubSettings.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.LlmUtilityServiceStubSettings.Builder" >LlmUtilityServiceStubSettings.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStub" >PredictionServiceStub</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStubSettings" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStubSettings" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStubSettings" >PredictionServiceStubSettings</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStubSettings.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStubSettings.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStubSettings.Builder" >PredictionServiceStubSettings.Builder</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> com.google.cloud.vertexai.generativeai </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai" >Package summary</a></li><li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> Classes </div></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.AutomaticFunctionCallingResponder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.AutomaticFunctionCallingResponder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.AutomaticFunctionCallingResponder" >AutomaticFunctionCallingResponder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ChatSession" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ChatSession" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ChatSession" >ChatSession</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.Constants" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.Constants" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.Constants" >Constants</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ContentMaker" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ContentMaker" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ContentMaker" >ContentMaker</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ContentMaker.ContentMakerForRole" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ContentMaker.ContentMakerForRole" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ContentMaker.ContentMakerForRole" >ContentMaker.ContentMakerForRole</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.FunctionDeclarationMaker" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.FunctionDeclarationMaker" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.FunctionDeclarationMaker" >FunctionDeclarationMaker</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.GenerativeModel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.GenerativeModel" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.GenerativeModel" >GenerativeModel</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.GenerativeModel.Builder" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.GenerativeModel.Builder" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.GenerativeModel.Builder" >GenerativeModel.Builder</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.PartMaker" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.PartMaker" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.PartMaker" >PartMaker</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ResponseHandler" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ResponseHandler" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ResponseHandler" >ResponseHandler</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ResponseStream" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ResponseStream" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ResponseStream" >ResponseStream</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ResponseStreamIteratorWithHistory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ResponseStreamIteratorWithHistory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.ResponseStreamIteratorWithHistory" >ResponseStreamIteratorWithHistory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.SchemaMaker" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.SchemaMaker" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/java/latest/com.google.cloud.vertexai.generativeai.SchemaMaker" >SchemaMaker</a></li></ul></div></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-preview"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> Go </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> cloud.google.com/go/vertexai </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/go/latest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/go/latest" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/go/latest" >cloud.google.com/go/vertexai</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/go/latest/genai" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/go/latest/genai" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/go/latest/genai" >genai</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/go/latest/genai/tokenizer" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/go/latest/genai/tokenizer" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/go/latest/genai/tokenizer" >genai/tokenizer</a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-preview"><a href="/dotnet/docs/reference/Google.Cloud.AIPlatform.V1/latest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /dotnet/docs/reference/Google.Cloud.AIPlatform.V1/latest" track-type="bookNav" track-name="click" track-metadata-eventdetail="/dotnet/docs/reference/Google.Cloud.AIPlatform.V1/latest" >C#</a></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> REST and RPC reference </div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> REST </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest" >Overview</a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> v1 </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> REST Resources </div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> media </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/media" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/media" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/media" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/media/upload" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/media/upload" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/media/upload" >upload</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects/getCacheConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects/getCacheConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects/getCacheConfig" >getCacheConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects/updateCacheConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects/updateCacheConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects/updateCacheConfig" >updateCacheConfig</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations/augmentPrompt" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations/augmentPrompt" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations/augmentPrompt" >augmentPrompt</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations/corroborateContent" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations/corroborateContent" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations/corroborateContent" >corroborateContent</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations/evaluateInstances" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations/evaluateInstances" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations/evaluateInstances" >evaluateInstances</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations/retrieveContexts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations/retrieveContexts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations/retrieveContexts" >retrieveContexts</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.cachedContents </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents/create" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents/create" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents/create" >create</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents/delete" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents/delete" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents/delete" >delete</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents/get" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents/get" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents/get" >get</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents/list" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents/list" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents/list" >list</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents/patch" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents/patch" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.cachedContents/patch" >patch</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.endpoints </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/fetchPredictOperation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/fetchPredictOperation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/fetchPredictOperation" >fetchPredictOperation</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/generateContent" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/generateContent" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/generateContent" >generateContent</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/predict" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/predict" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/predict" >predict</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/predictLongRunning" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/predictLongRunning" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/predictLongRunning" >predictLongRunning</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/serverStreamingPredict" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/serverStreamingPredict" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/serverStreamingPredict" >serverStreamingPredict</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/streamGenerateContent" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/streamGenerateContent" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints/streamGenerateContent" >streamGenerateContent</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.endpoints.chat </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints.chat" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints.chat" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints.chat" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints.chat/completions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints.chat/completions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.endpoints.chat/completions" >completions</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.models </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.models" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.models" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.models" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.models/getIamPolicy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.models/getIamPolicy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.models/getIamPolicy" >getIamPolicy</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.models/setIamPolicy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.models/setIamPolicy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.models/setIamPolicy" >setIamPolicy</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.models/testIamPermissions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.models/testIamPermissions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.models/testIamPermissions" >testIamPermissions</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.operations </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations/cancel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations/cancel" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations/cancel" >cancel</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations/delete" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations/delete" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations/delete" >delete</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations/get" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations/get" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations/get" >get</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations/list" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations/list" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations/list" >list</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations/wait" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations/wait" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.operations/wait" >wait</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.publishers.models </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/fetchPredictOperation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/fetchPredictOperation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/fetchPredictOperation" >fetchPredictOperation</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/generateContent" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/generateContent" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/generateContent" >generateContent</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/predict" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/predict" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/predict" >predict</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/predictLongRunning" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/predictLongRunning" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/predictLongRunning" >predictLongRunning</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/serverStreamingPredict" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/serverStreamingPredict" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/serverStreamingPredict" >serverStreamingPredict</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/streamGenerateContent" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/streamGenerateContent" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.publishers.models/streamGenerateContent" >streamGenerateContent</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.ragCorpora </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora/create" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora/create" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora/create" >create</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora/delete" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora/delete" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora/delete" >delete</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora/get" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora/get" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora/get" >get</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora/list" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora/list" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora/list" >list</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora/patch" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora/patch" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora/patch" >patch</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.ragCorpora.ragFiles </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora.ragFiles" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora.ragFiles" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora.ragFiles" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora.ragFiles/delete" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora.ragFiles/delete" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora.ragFiles/delete" >delete</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora.ragFiles/get" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora.ragFiles/get" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora.ragFiles/get" >get</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora.ragFiles/import" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora.ragFiles/import" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora.ragFiles/import" >import</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora.ragFiles/list" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora.ragFiles/list" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.ragCorpora.ragFiles/list" >list</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.reasoningEngines </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/create" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/create" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/create" >create</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/delete" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/delete" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/delete" >delete</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/get" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/get" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/get" >get</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/list" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/list" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/list" >list</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/patch" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/patch" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/patch" >patch</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/query" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/query" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/query" >query</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/streamQuery" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/streamQuery" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.reasoningEngines/streamQuery" >streamQuery</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.tuningJobs </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs/cancel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs/cancel" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs/cancel" >cancel</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs/create" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs/create" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs/create" >create</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs/get" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs/get" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs/get" >get</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs/list" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs/list" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs/list" >list</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs/rebaseTunedModel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs/rebaseTunedModel" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/projects.locations.tuningJobs/rebaseTunedModel" >rebaseTunedModel</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> Types </div></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/ApiKeyConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/ApiKeyConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/ApiKeyConfig" >ApiKeyConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/Content" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/Content" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/Content" >Content</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/Fact" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/Fact" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/Fact" >Fact</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/GcsDestination" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/GcsDestination" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/GcsDestination" >GcsDestination</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/GenerateContentResponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/GenerateContentResponse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/GenerateContentResponse" >GenerateContentResponse</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/GenerationConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/GenerationConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/GenerationConfig" >GenerationConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/HarmCategory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/HarmCategory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/HarmCategory" >HarmCategory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/PredictResponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/PredictResponse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/PredictResponse" >PredictResponse</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/RagFileTransformationConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/RagFileTransformationConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/RagFileTransformationConfig" >RagFileTransformationConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/SafetySetting" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/SafetySetting" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/SafetySetting" >SafetySetting</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/StreamingPredictResponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/StreamingPredictResponse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/StreamingPredictResponse" >StreamingPredictResponse</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1/Tensor" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1/Tensor" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1/Tensor" >Tensor</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> v1beta1 </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> REST Resources </div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> media </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/media" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/media" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/media" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/media/upload" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/media/upload" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/media/upload" >upload</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects/getCacheConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects/getCacheConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects/getCacheConfig" >getCacheConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects/updateCacheConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects/updateCacheConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects/updateCacheConfig" >updateCacheConfig</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations/augmentPrompt" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations/augmentPrompt" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations/augmentPrompt" >augmentPrompt</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations/corroborateContent" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations/corroborateContent" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations/corroborateContent" >corroborateContent</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations/evaluateInstances" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations/evaluateInstances" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations/evaluateInstances" >evaluateInstances</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations/retrieveContexts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations/retrieveContexts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations/retrieveContexts" >retrieveContexts</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.cachedContents </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents/create" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents/create" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents/create" >create</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents/delete" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents/delete" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents/delete" >delete</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents/get" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents/get" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents/get" >get</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents/list" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents/list" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents/list" >list</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents/patch" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents/patch" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.cachedContents/patch" >patch</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.endpoints </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/countTokens" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/countTokens" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/countTokens" >countTokens</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/fetchPredictOperation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/fetchPredictOperation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/fetchPredictOperation" >fetchPredictOperation</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/generateContent" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/generateContent" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/generateContent" >generateContent</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/getIamPolicy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/getIamPolicy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/getIamPolicy" >getIamPolicy</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/predict" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/predict" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/predict" >predict</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/predictLongRunning" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/predictLongRunning" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/predictLongRunning" >predictLongRunning</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/serverStreamingPredict" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/serverStreamingPredict" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/serverStreamingPredict" >serverStreamingPredict</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/setIamPolicy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/setIamPolicy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/setIamPolicy" >setIamPolicy</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/streamGenerateContent" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/streamGenerateContent" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/streamGenerateContent" >streamGenerateContent</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/testIamPermissions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/testIamPermissions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints/testIamPermissions" >testIamPermissions</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.endpoints.chat </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints.chat" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints.chat" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints.chat" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints.chat/completions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints.chat/completions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.endpoints.chat/completions" >completions</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.extensions </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/delete" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/delete" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/delete" >delete</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/execute" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/execute" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/execute" >execute</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/get" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/get" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/get" >get</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/import" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/import" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/import" >import</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/list" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/list" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/list" >list</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/patch" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/patch" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/patch" >patch</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/query" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/query" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.extensions/query" >query</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.models </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.models" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.models" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.models" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.models/getIamPolicy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.models/getIamPolicy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.models/getIamPolicy" >getIamPolicy</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.models/setIamPolicy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.models/setIamPolicy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.models/setIamPolicy" >setIamPolicy</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.models/testIamPermissions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.models/testIamPermissions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.models/testIamPermissions" >testIamPermissions</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.operations </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations/cancel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations/cancel" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations/cancel" >cancel</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations/delete" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations/delete" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations/delete" >delete</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations/get" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations/get" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations/get" >get</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations/list" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations/list" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations/list" >list</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations/wait" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations/wait" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.operations/wait" >wait</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.publishers </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers/getIamPolicy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers/getIamPolicy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers/getIamPolicy" >getIamPolicy</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.publishers.models </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/countTokens" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/countTokens" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/countTokens" >countTokens</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/fetchPredictOperation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/fetchPredictOperation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/fetchPredictOperation" >fetchPredictOperation</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/generateContent" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/generateContent" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/generateContent" >generateContent</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/getIamPolicy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/getIamPolicy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/getIamPolicy" >getIamPolicy</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/predict" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/predict" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/predict" >predict</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/predictLongRunning" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/predictLongRunning" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/predictLongRunning" >predictLongRunning</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/serverStreamingPredict" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/serverStreamingPredict" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/serverStreamingPredict" >serverStreamingPredict</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/streamGenerateContent" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/streamGenerateContent" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.publishers.models/streamGenerateContent" >streamGenerateContent</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.ragCorpora </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora/create" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora/create" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora/create" >create</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora/delete" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora/delete" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora/delete" >delete</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora/get" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora/get" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora/get" >get</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora/list" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora/list" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora/list" >list</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora/patch" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora/patch" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora/patch" >patch</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.ragCorpora.ragFiles </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora.ragFiles" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora.ragFiles" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora.ragFiles" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora.ragFiles/delete" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora.ragFiles/delete" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora.ragFiles/delete" >delete</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora.ragFiles/get" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora.ragFiles/get" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora.ragFiles/get" >get</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora.ragFiles/import" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora.ragFiles/import" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora.ragFiles/import" >import</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora.ragFiles/list" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora.ragFiles/list" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.ragCorpora.ragFiles/list" >list</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.reasoningEngines </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/create" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/create" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/create" >create</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/delete" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/delete" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/delete" >delete</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/get" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/get" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/get" >get</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/list" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/list" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/list" >list</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/patch" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/patch" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/patch" >patch</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/query" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/query" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/query" >query</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/streamQuery" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/streamQuery" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.reasoningEngines/streamQuery" >streamQuery</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> projects.locations.tuningJobs </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs/cancel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs/cancel" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs/cancel" >cancel</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs/create" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs/create" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs/create" >create</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs/get" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs/get" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs/get" >get</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs/list" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs/list" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs/list" >list</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs/rebaseTunedModel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs/rebaseTunedModel" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/projects.locations.tuningJobs/rebaseTunedModel" >rebaseTunedModel</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> Types </div></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/ApiKeyConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/ApiKeyConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/ApiKeyConfig" >ApiKeyConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/CacheConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/CacheConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/CacheConfig" >CacheConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/Content" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/Content" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/Content" >Content</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/CountTokensResponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/CountTokensResponse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/CountTokensResponse" >CountTokensResponse</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/Fact" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/Fact" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/Fact" >Fact</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/FunctionDeclaration" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/FunctionDeclaration" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/FunctionDeclaration" >FunctionDeclaration</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/GcsDestination" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/GcsDestination" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/GcsDestination" >GcsDestination</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/GenerateContentResponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/GenerateContentResponse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/GenerateContentResponse" >GenerateContentResponse</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/GenerationConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/GenerationConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/GenerationConfig" >GenerationConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/HarmCategory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/HarmCategory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/HarmCategory" >HarmCategory</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/ModalityTokenCount" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/ModalityTokenCount" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/ModalityTokenCount" >ModalityTokenCount</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/PredictResponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/PredictResponse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/PredictResponse" >PredictResponse</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/RagFileChunkingConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/RagFileChunkingConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/RagFileChunkingConfig" >RagFileChunkingConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/RagFileTransformationConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/RagFileTransformationConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/RagFileTransformationConfig" >RagFileTransformationConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/SafetySetting" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/SafetySetting" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/SafetySetting" >SafetySetting</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/StreamingPredictResponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/StreamingPredictResponse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/StreamingPredictResponse" >StreamingPredictResponse</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/Tensor" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/v1beta1/Tensor" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/v1beta1/Tensor" >Tensor</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> Shared types </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> Types </div></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/AuditConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/AuditConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/AuditConfig" >AuditConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/Binding" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/Binding" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/Binding" >Binding</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/CacheConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/CacheConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/CacheConfig" >CacheConfig</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/CancelOperationRequest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/CancelOperationRequest" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/CancelOperationRequest" >CancelOperationRequest</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/Date" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/Date" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/Date" >Date</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/DeleteOperationRequest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/DeleteOperationRequest" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/DeleteOperationRequest" >DeleteOperationRequest</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/GetIamPolicyRequest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/GetIamPolicyRequest" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/GetIamPolicyRequest" >GetIamPolicyRequest</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/GetOperationRequest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/GetOperationRequest" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/GetOperationRequest" >GetOperationRequest</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/HttpBody" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/HttpBody" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/HttpBody" >HttpBody</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/LatLng" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/LatLng" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/LatLng" >LatLng</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/ListOperationsRequest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/ListOperationsRequest" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/ListOperationsRequest" >ListOperationsRequest</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/ListOperationsResponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/ListOperationsResponse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/ListOperationsResponse" >ListOperationsResponse</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/LogType" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/LogType" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/LogType" >LogType</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/Policy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/Policy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/Policy" >Policy</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/SetIamPolicyRequest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/SetIamPolicyRequest" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/SetIamPolicyRequest" >SetIamPolicyRequest</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/TestIamPermissionsRequest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/TestIamPermissionsRequest" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/TestIamPermissionsRequest" >TestIamPermissionsRequest</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/TestIamPermissionsResponse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/TestIamPermissionsResponse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/TestIamPermissionsResponse" >TestIamPermissionsResponse</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/WaitOperationRequest" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/rest/Shared.Types/WaitOperationRequest" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/WaitOperationRequest" >WaitOperationRequest</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> Vertex AI in express mode </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/start/express-mode/vertex-ai-express-mode-api-reference" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/start/express-mode/vertex-ai-express-mode-api-reference" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/start/express-mode/vertex-ai-express-mode-api-reference" >REST API reference</a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> v1 </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/express-mode/rest/v1/publishers.models" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/express-mode/rest/v1/publishers.models" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/express-mode/rest/v1/publishers.models" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/express-mode/rest/v1/publishers.models/countTokens" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/express-mode/rest/v1/publishers.models/countTokens" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/express-mode/rest/v1/publishers.models/countTokens" >countTokens</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/express-mode/rest/v1/publishers.models/generateContent" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/express-mode/rest/v1/publishers.models/generateContent" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/express-mode/rest/v1/publishers.models/generateContent" >generateContent</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/express-mode/rest/v1/publishers.models/streamGenerateContent" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/express-mode/rest/v1/publishers.models/streamGenerateContent" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/express-mode/rest/v1/publishers.models/streamGenerateContent" >streamGenerateContent</a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> v1beta1 </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/express-mode/rest/v1beta1/publishers.models" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /vertex-ai/generative-ai/docs/reference/express-mode/rest/v1beta1/publishers.models" track-type="bookNav" track-name="click" track-metadata-eventdetail="/vertex-ai/generative-ai/docs/reference/express-mode/rest/v1beta1/publishers.models" >Overview</a></li><li class="devsite-nav-item"><a href="/vertex-ai/generative-ai/docs/reference/express-mode/rest/v1beta1/publishers.models/countTokens" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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</devsite-feature-tooltip> <div class="devsite-page-title-meta"><devsite-view-release-notes></devsite-view-release-notes></div> <devsite-toc class="devsite-nav" depth="2" devsite-toc-embedded > </devsite-toc> <div class="devsite-article-body clearfix "> Function calling improves the LLMs ability to provide relevant and contextual answers. You can provide custom functions to a generative AI model with the Function Calling API. The model doesn't directly invoke these functions, but instead generates structured data output that specifies the function name and suggested arguments. This output enables the calling of external APIs or information systems such as databases, customer relationship management systems, and document repositories. The resulting API output can be used by the LLM to improve response quality. For more conceptual documentation on function calling, see <a href="/vertex-ai/generative-ai/docs/multimodal/function-calling">Function calling</a>. Supported Models: <table> <thead> <tr> <th>Model</th> <th>Version</th> </tr> </thead> <tbody> <tr> <td>Gemini 1.5 Flash</td> <td><code translate="no" dir="ltr">gemini-1.5-flash-002</code> <code translate="no" dir="ltr">gemini-1.5-flash-001</code></td> </tr> <tr> <td>Gemini 1.5 Pro</td> <td><code translate="no" dir="ltr">gemini-1.5-pro-002</code> <code translate="no" dir="ltr">gemini-1.5-pro-001</code></td> </tr> <tr> <td>Gemini 1.0 Pro</td> <td><code translate="no" dir="ltr">gemini-1.0-pro-001</code> <code translate="no" dir="ltr">gemini-1.0-pro-002</code></td> </tr> </tbody> </table> Limitations: <ul> <li>The maximum number of function declarations that can be provided with the request is 128.</li> <li><a href="#advanced-use"><code translate="no" dir="ltr">FunctionCallingConfig.Mode.ANY</code></a> is available with only the Gemini 1.5 Pro and Gemini 1.5 Flash models.</li> </ul> <h2 id="syntax" data-text="Example syntax" tabindex="-1">Example syntax</h2> Syntax to send a function call API request. <div> <devsite-selector> <section> <h3 id="curl" data-text="curl" tabindex="-1">curl</h3> <div></div><devsite-code><pre class="devsite-click-to-copy" translate="no" dir="ltr" is-upgraded syntax="Bash">curl -X POST \ -H "Authorization: Bearer $(gcloud auth print-access-token)" \ -H "Content-Type: application/json" \ https://${LOCATION}-aiplatform.googleapis.com/v1/projects/${PROJECT_ID}/locations/${LOCATION}/publishers/google/models/${MODEL_ID}:generateContent \ -d '{ "contents": [{ ... }], "tools": [{ "function_declarations": [ { ... } ] }] }'</pre></devsite-code> </section> <section> <h3 id="python" data-text="Python" tabindex="-1">Python</h3> <div></div><devsite-code><pre class="devsite-click-to-copy" translate="no" dir="ltr" is-upgraded syntax="Python">gemini_model = GenerativeModel( MODEL_ID, generation_config=generation_config, tools=[ Tool( function_declarations=[ FunctionDeclaration( ... ) ] ) ], )</pre></devsite-code> </section> </devsite-selector> </div> <h2 id="parameter-list" data-text="Parameter list" tabindex="-1">Parameter list</h2> See <a href="#examples">examples</a> for implementation details. <h4 id="functiondeclaration" data-text="FunctionDeclaration" tabindex="-1"><code translate="no" dir="ltr">FunctionDeclaration</code></h4> Defines a function that the model can generate JSON inputs for based on <a href="https://spec.openapis.org/oas/v3.0.3">OpenAPI 3.0</a> specifications. <table class="responsive"> <tr> <th colspan=2>Parameters</th> </tr> <tr> <td><code translate="no" dir="ltr">name</code></td> <td><code translate="no" dir="ltr">string</code>The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contains underscores, dots, or dashes, with a maximum length of 64.</td> </tr> <tr> <td><code translate="no" dir="ltr">description</code></td> <td>Optional: <code translate="no" dir="ltr">string</code>The description and purpose of the function. The model uses this to decide how and whether to call the function. For the best results, we recommend that you include a description.</td> </tr> <tr> <td><code translate="no" dir="ltr">parameters</code></td> <td>Optional: <code translate="no" dir="ltr">Schema</code>Describes the parameters of the function in the OpenAPI JSON Schema Object format: <a href="https://spec.openapis.org/oas/v3.0.3">OpenAPI 3.0 specification</a>.</td> </tr> <tr> <td><code translate="no" dir="ltr">response</code></td> <td>Optional: <code translate="no" dir="ltr">Schema</code>Describes the output from the function in the OpenAPI JSON Schema Object format: <a href="https://spec.openapis.org/oas/v3.0.3">OpenAPI 3.0 specification</a>.</td> </tr> </table> For more information, see <a href="/vertex-ai/generative-ai/docs/multimodal/function-calling">Function calling</a> <h4 id="schema" data-text="Schema" tabindex="-1"><code translate="no" dir="ltr">Schema</code></h4> Defines the format of the input and output data in a function call based on the <a href="https://spec.openapis.org/oas/v3.0.3#schema">OpenAPI 3.0 Schema</a> specification. <table class="responsive"> <tr> <th colspan=2>Parameters</th> </tr> <tr> <td>type</td> <td><code translate="no" dir="ltr">string</code>Enum. The type of the data. Must be one of: <ul> <li><code translate="no" dir="ltr">STRING</code></li> <li><code translate="no" dir="ltr">INTEGER</code></li> <li><code translate="no" dir="ltr">BOOLEAN</code></li> <li><code translate="no" dir="ltr">NUMBER</code></li> <li><code translate="no" dir="ltr">ARRAY</code></li> <li><code translate="no" dir="ltr">OBJECT</code></li> </ul></td> </tr> <tr> <td><code translate="no" dir="ltr">description</code></td> <td>Optional: <code translate="no" dir="ltr">string</code>Description of the data.</td> </tr> <tr> <td><code translate="no" dir="ltr">enum</code></td> <td>Optional: <code translate="no" dir="ltr">string[]</code>Possible values of the element of primitive type with enum format.</td> </tr> <tr> <td><code translate="no" dir="ltr">items</code></td> <td>Optional: <code translate="no" dir="ltr">Schema[]</code>Schema of the elements of <code translate="no" dir="ltr">Type.ARRAY</code></td> </tr> <tr> <td><code translate="no" dir="ltr">properties</code></td> <td>Optional: <code translate="no" dir="ltr">Schema</code>Schema of the properties of <code translate="no" dir="ltr">Type.OBJECT</code></td> </tr> <tr> <td><code translate="no" dir="ltr">required</code></td> <td>Optional: <code translate="no" dir="ltr">string[]</code>Required properties of <code translate="no" dir="ltr">Type.OBJECT</code>.</td> </tr> <tr> <td><code translate="no" dir="ltr">nullable</code></td> <td>Optional: <code translate="no" dir="ltr">bool</code>Indicates if the value may be <code translate="no" dir="ltr">null</code>.</td> </tr> </table> <h4 id="functioncallingconfig" data-text="FunctionCallingConfig" tabindex="-1"><code translate="no" dir="ltr">FunctionCallingConfig</code></h4> The <code translate="no" dir="ltr">FunctionCallingConfig</code> controls the behavior of the model and determines what type of function to call. <table class="responsive"> <tr> <th colspan=2>Parameters</th> </tr> <tr> <td><code translate="no" dir="ltr">mode</code></td> <td>Optional: <code translate="no" dir="ltr">enum/string[]</code> <ul> <li><code translate="no" dir="ltr">AUTO</code>: Default model behavior. The model can make predictions in either a function call form or a natural language response form. The model decides which form to use based on the context.</li> <li><code translate="no" dir="ltr">NONE</code>: The model doesn't make any predictions in the form of function calls.</li> <li><code translate="no" dir="ltr">ANY</code>: The model is constrained to always predict a function call. If <code translate="no" dir="ltr">allowed_function_names</code> is not provided, the model picks from all of the available function declarations. If <code translate="no" dir="ltr">allowed_function_names</code> is provided, the model picks from the set of allowed functions.</li> </ul></td> </tr> <tr> <td><code translate="no" dir="ltr">allowed_function_names</code></td> <td>Optional: <code translate="no" dir="ltr">string[]</code>Function names to call. Only set when the <code translate="no" dir="ltr">mode</code> is <code translate="no" dir="ltr">ANY</code>. Function names should match <code translate="no" dir="ltr">[FunctionDeclaration.name]</code>. With mode set to <code translate="no" dir="ltr">ANY</code>, the model will predict a function call from the set of function names provided.</td> </tr> </table> <h2 id="examples" data-text="Examples" tabindex="-1">Examples</h2> <h3 id="send_a_function_declaration" data-text="Send a function declaration" tabindex="-1">Send a function declaration</h3> The following example is a basic example of sending a query and a function declaration to the model. <div class="ds-selector-tabs" data-ds-scope="code-sample"> <section><h3 id="rest" data-text=" REST " tabindex="-1"> REST </h3> Before using any of the request data, make the following replacements: <ul> <li><var class="edit" scope="PROJECT_ID" translate="no">PROJECT_ID</var>: Your <a href="/resource-manager/docs/creating-managing-projects#identifiers">project ID</a>.</li> <li><var class="edit" scope="LOCATION" translate="no">LOCATION</var>: The region to process the request.</li> <li><var class="edit" scope="MODEL_ID" translate="no">MODEL_ID</var>: The ID of the model that's being processed.</li> <li><var class="edit" scope="ROLE" translate="no">ROLE</var>: The <a href="/vertex-ai/generative-ai/docs/model-reference/inference#content">identity of the entity</a> that creates the message. </li> <li><var class="edit" scope="TEXT" translate="no">TEXT</var>: The prompt to send to the model.</li> <li><var class="edit" scope="NAME" translate="no">NAME</var>: The name of the function to call.</li> <li><var class="edit" scope="DESCRIPTION" translate="no">DESCRIPTION</var>: Description and purpose of the function.</li> <li> For other fields, see the <a href="#parameter-list">Parameter list</a> table.</li> </ul> HTTP method and URL: <section> <div></div><devsite-code><pre class="devsite-click-to-copy" data-label="HTTP method and URL" translate="no" dir="ltr" is-upgraded>POST https://<var translate="no">LOCATION</var>-aiplatform.googleapis.com/v1/projects/<var translate="no">PROJECT_ID</var>/locations/<var translate="no">LOCATION</var>/publishers/google/models/<var translate="no">MODEL_ID</var>:generateContent</pre></devsite-code> </section> Request JSON body: <section> <div></div><devsite-code><pre class="devsite-click-to-copy" data-label="request body" translate="no" dir="ltr" is-upgraded> { "contents": [{ "role": "<var translate="no">ROLE</var>", "parts": [{ "text": "<var translate="no">TEXT</var>" }] }], "tools": [{ "function_declarations": [ { "name": "<var translate="no">NAME</var>", "description": "<var translate="no">DESCRIPTION</var>", "parameters": { "type": "<var translate="no">TYPE</var>", "properties": { "location": { "type": "<var translate="no">TYPE</var>", "description": "<var translate="no">DESCRIPTION</var>" } }, "required": [ "location" ] } } ] }] } </pre></devsite-code> </section> To send your request, choose one of these options:<div class="ds-selector-tabs"> <section > <h4 id="curl_1" data-text="curl" tabindex="-1">curl</h4> <aside class="note">Note: The following command assumes that you have logged in to the <code translate="no" dir="ltr">gcloud</code> CLI with your user account by running <a href="/sdk/gcloud/reference/init"><code translate="no" dir="ltr">gcloud init</code></a> or <a href="/sdk/gcloud/reference/auth/login"><code translate="no" dir="ltr">gcloud auth login</code></a> , or by using <a href="/shell/docs">Cloud Shell</a>, which automatically logs you into the <code translate="no" dir="ltr">gcloud</code> CLI . You can check the currently active account by running <a href="/sdk/gcloud/reference/auth/list"><code translate="no" dir="ltr">gcloud auth list</code></a>. </aside> Save the request body in a file named <code translate="no" dir="ltr">request.json</code>, and execute the following command: <section><div></div><devsite-code><pre class="devsite-click-to-copy" data-label=" CURL command" translate="no" dir="ltr" is-upgraded>curl -X POST \ -H "Authorization: Bearer $(gcloud auth print-access-token)" \ -H "Content-Type: application/json; charset=utf-8" \ -d @request.json \ "https://<var translate="no">LOCATION</var>-aiplatform.googleapis.com/v1/projects/<var translate="no">PROJECT_ID</var>/locations/<var translate="no">LOCATION</var>/publishers/google/models/<var translate="no">MODEL_ID</var>:generateContent"</pre></devsite-code></section> </section> <section > <h4 id="powershell" data-text="PowerShell" tabindex="-1">PowerShell</h4> <aside class="note">Note: The following command assumes that you have logged in to the <code translate="no" dir="ltr">gcloud</code> CLI with your user account by running <a href="/sdk/gcloud/reference/init"><code translate="no" dir="ltr">gcloud init</code></a> or <a href="/sdk/gcloud/reference/auth/login"><code translate="no" dir="ltr">gcloud auth login</code></a> . You can check the currently active account by running <a href="/sdk/gcloud/reference/auth/list"><code translate="no" dir="ltr">gcloud auth list</code></a>. </aside> Save the request body in a file named <code translate="no" dir="ltr">request.json</code>, and execute the following command: <section><div></div><devsite-code><pre class="devsite-click-to-copy" data-label="PowerShell command" translate="no" dir="ltr" is-upgraded>$cred = gcloud auth print-access-token $headers = @{ "Authorization" = "Bearer $cred" } Invoke-WebRequest ` -Method POST ` -Headers $headers ` -ContentType: "application/json; charset=utf-8" ` -InFile request.json ` -Uri "https://<var translate="no">LOCATION</var>-aiplatform.googleapis.com/v1/projects/<var translate="no">PROJECT_ID</var>/locations/<var translate="no">LOCATION</var>/publishers/google/models/<var translate="no">MODEL_ID</var>:generateContent" | Select-Object -Expand Content</pre></devsite-code></section> </section> </div> <h4 id="example_curl_command" data-text="Example curl command" tabindex="-1">Example curl command</h4> <div></div><devsite-code><pre class="devsite-click-to-copy" translate="no" dir="ltr" is-upgraded syntax="Bash"><code translate="no" dir="ltr">PROJECT_ID=myproject LOCATION=us-central1 MODEL_ID=gemini-1.0-pro-002 curl -X POST \ -H "Authorization: Bearer $(gcloud auth print-access-token)" \ -H "Content-Type: application/json" \ https://${LOCATION}-aiplatform.googleapis.com/v1/projects/${PROJECT_ID}/locations/${LOCATION}/publishers/google/models/${MODEL_ID}:generateContent \ -d '{ "contents": [{ "role": "user", "parts": [{ "text": "What is the weather in Boston?" }] }], "tools": [{ "functionDeclarations": [ { "name": "get_current_weather", "description": "Get the current weather in a given location", "parameters": { "type": "object", "properties": { "location": { "type": "string", "description": "The city and state, e.g. San Francisco, CA or a zip code e.g. 95616" } }, "required": [ "location" ] } } ] }] }' </code></pre></devsite-code></section> <section><h3 id="python_1" data-text=" Python " tabindex="-1"> Python </h3> <div class="github-docwidget-gitinclude-code"> <div></div><devsite-code><pre suppresswarning="suppresswarning" translate="no" class="devsite-click-to-copy" track-metadata-position="GoogleCloudPlatform/python-docs-samples/generative_ai/function_calling/basic_example.py/HEAD/generativeaionvertexai_gemini_function_calling" data-code-snippet="true" data-github-includecode-link="https://github.com/GoogleCloudPlatform/python-docs-samples/blob/HEAD/generative_ai/function_calling/basic_example.py" feedback-context="{"language": "python_vertex_ai_sdk", "region_tag": "generativeaionvertexai_gemini_function_calling", "snippet_file_url": "https://github.com/GoogleCloudPlatform/python-docs-samples/blob/HEAD/generative_ai/function_calling/basic_example.py"}" feedback-product="1634365" feedback-bucket="cloud-ai" language="python_vertex_ai_sdk" data-github-path="GoogleCloudPlatform/python-docs-samples/generative_ai/function_calling/basic_example.py" data-git-revision="HEAD" data-region-tag="generativeaionvertexai_gemini_function_calling" dir="ltr" is-upgraded syntax="Python"><code translate="no" dir="ltr">import vertexai from vertexai.generative_models import ( Content, FunctionDeclaration, GenerationConfig, GenerativeModel, Part, Tool, ) # TODO(developer): Update & uncomment below line # PROJECT_ID = "your-project-id" # Initialize Vertex AI vertexai.init(project=PROJECT_ID, location="us-central1") # Initialize Gemini model model = GenerativeModel("gemini-1.5-flash-002") # Define the user's prompt in a Content object that we can reuse in model calls user_prompt_content = Content( role="user", parts=[ Part.from_text("What is the weather like in Boston?"), ], ) # Specify a function declaration and parameters for an API request function_name = "get_current_weather" get_current_weather_func = FunctionDeclaration( name=function_name, description="Get the current weather in a given location", # Function parameters are specified in JSON schema format parameters={ "type": "object", "properties": {"location": {"type": "string", "description": "Location"}}, }, ) # Define a tool that includes the above get_current_weather_func weather_tool = Tool( function_declarations=[get_current_weather_func], ) # Send the prompt and instruct the model to generate content using the Tool that you just created response = model.generate_content( user_prompt_content, generation_config=GenerationConfig(temperature=0), tools=[weather_tool], ) function_call = response.candidates[0].function_calls[0] print(function_call) # Check the function name that the model responded with, and make an API call to an external system if function_call.name == function_name: # Extract the arguments to use in your API call location = function_call.args["location"] # noqa: F841 # Here you can use your preferred method to make an API request to fetch the current weather, for example: # api_response = requests.post(weather_api_url, data={"location": location}) # In this example, we'll use synthetic data to simulate a response payload from an external API api_response = """{ "location": "Boston, MA", "temperature": 38, "description": "Partly Cloudy", "icon": "partly-cloudy", "humidity": 65, "wind": { "speed": 10, "direction": "NW" } }""" # Return the API response to Gemini so it can generate a model response or request another function call response = model.generate_content( [ user_prompt_content, # User prompt response.candidates[0].content, # Function call response Content( parts=[ Part.from_function_response( name=function_name, response={ "content": api_response, # Return the API response to Gemini }, ), ], ), ], tools=[weather_tool], ) # Get the model response print(response.text) # Example response: # The weather in Boston is partly cloudy with a temperature of 38 degrees Fahrenheit. # The humidity is 65% and the wind is blowing from the northwest at 10 mph. </code></pre></devsite-code> </div> </section> <section><h3 id="node.js" data-text=" Node.js " tabindex="-1"> Node.js </h3> <div class="github-docwidget-gitinclude-code"> <div></div><devsite-code><pre suppresswarning="suppresswarning" translate="no" class="devsite-click-to-copy" track-metadata-position="GoogleCloudPlatform/nodejs-docs-samples/generative-ai/snippets/function-calling/functionCallingBasic.js/HEAD/generativeaionvertexai_function_calling_basic" data-code-snippet="true" data-github-includecode-link="https://github.com/GoogleCloudPlatform/nodejs-docs-samples/blob/HEAD/generative-ai/snippets/function-calling/functionCallingBasic.js" feedback-context="{"language": "nodejs", "region_tag": "generativeaionvertexai_gemini_function_calling", "snippet_file_url": "https://github.com/GoogleCloudPlatform/nodejs-docs-samples/blob/HEAD/generative-ai/snippets/function-calling/functionCallingBasic.js"}" feedback-product="1634365" feedback-bucket="cloud-ai" language="nodejs" data-github-path="GoogleCloudPlatform/nodejs-docs-samples/generative-ai/snippets/function-calling/functionCallingBasic.js" data-git-revision="HEAD" data-region-tag="generativeaionvertexai_function_calling_basic" dir="ltr" is-upgraded syntax="JavaScript"><code translate="no" dir="ltr">const { VertexAI, FunctionDeclarationSchemaType, } = require('@google-cloud/vertexai'); const functionDeclarations = [ { function_declarations: [ { name: 'get_current_weather', description: 'get weather in a given location', parameters: { type: FunctionDeclarationSchemaType.OBJECT, properties: { location: {type: FunctionDeclarationSchemaType.STRING}, unit: { type: FunctionDeclarationSchemaType.STRING, enum: ['celsius', 'fahrenheit'], }, }, required: ['location'], }, }, ], }, ]; /** * TODO(developer): Update these variables before running the sample. */ async function functionCallingBasic( projectId = 'PROJECT_ID', location = 'us-central1', model = 'gemini-1.5-flash-001' ) { // Initialize Vertex with your Cloud project and location const vertexAI = new VertexAI({project: projectId, location: location}); // Instantiate the model const generativeModel = vertexAI.preview.getGenerativeModel({ model: model, }); const request = { contents: [ {role: 'user', parts: [{text: 'What is the weather in Boston?'}]}, ], tools: functionDeclarations, }; const result = await generativeModel.generateContent(request); console.log(JSON.stringify(result.response.candidates[0].content)); }</code></pre></devsite-code> </div> </section> <section><h3 id="java" data-text=" Java " tabindex="-1"> Java </h3> <div class="github-docwidget-gitinclude-code"> <div></div><devsite-code><pre suppresswarning="suppresswarning" translate="no" class="devsite-click-to-copy" track-metadata-position="GoogleCloudPlatform/java-docs-samples/vertexai/snippets/src/main/java/vertexai/gemini/FunctionCalling.java/HEAD/generativeaionvertexai_gemini_function_calling" data-code-snippet="true" data-github-includecode-link="https://github.com/GoogleCloudPlatform/java-docs-samples/blob/HEAD/vertexai/snippets/src/main/java/vertexai/gemini/FunctionCalling.java" feedback-context="{"language": "java", "region_tag": "generativeaionvertexai_gemini_function_calling", "snippet_file_url": "https://github.com/GoogleCloudPlatform/java-docs-samples/blob/HEAD/vertexai/snippets/src/main/java/vertexai/gemini/FunctionCalling.java"}" feedback-product="1634365" feedback-bucket="cloud-ai" language="java" data-github-path="GoogleCloudPlatform/java-docs-samples/vertexai/snippets/src/main/java/vertexai/gemini/FunctionCalling.java" data-git-revision="HEAD" data-region-tag="generativeaionvertexai_gemini_function_calling" dir="ltr" is-upgraded syntax="Java"><code translate="no" dir="ltr">import com.google.cloud.vertexai.VertexAI; import com.google.cloud.vertexai.api.Content; import com.google.cloud.vertexai.api.FunctionDeclaration; import com.google.cloud.vertexai.api.GenerateContentResponse; import com.google.cloud.vertexai.api.Schema; import com.google.cloud.vertexai.api.Tool; import com.google.cloud.vertexai.api.Type; import com.google.cloud.vertexai.generativeai.ChatSession; import com.google.cloud.vertexai.generativeai.ContentMaker; import com.google.cloud.vertexai.generativeai.GenerativeModel; import com.google.cloud.vertexai.generativeai.PartMaker; import com.google.cloud.vertexai.generativeai.ResponseHandler; import java.io.IOException; import java.util.Arrays; import java.util.Collections; public class FunctionCalling { public static void main(String[] args) throws IOException { // TODO(developer): Replace these variables before running the sample. String projectId = "your-google-cloud-project-id"; String location = "us-central1"; String modelName = "gemini-1.5-flash-001"; String promptText = "What's the weather like in Paris?"; whatsTheWeatherLike(projectId, location, modelName, promptText); } // A request involving the interaction with an external tool public static String whatsTheWeatherLike(String projectId, String location, String modelName, String promptText) throws IOException { // Initialize client that will be used to send requests. // This client only needs to be created once, and can be reused for multiple requests. try (VertexAI vertexAI = new VertexAI(projectId, location)) { FunctionDeclaration functionDeclaration = FunctionDeclaration.newBuilder() .setName("getCurrentWeather") .setDescription("Get the current weather in a given location") .setParameters( Schema.newBuilder() .setType(Type.OBJECT) .putProperties("location", Schema.newBuilder() .setType(Type.STRING) .setDescription("location") .build() ) .addRequired("location") .build() ) .build(); System.out.println("Function declaration:"); System.out.println(functionDeclaration); // Add the function to a "tool" Tool tool = Tool.newBuilder() .addFunctionDeclarations(functionDeclaration) .build(); // Start a chat session from a model, with the use of the declared function. GenerativeModel model = new GenerativeModel(modelName, vertexAI) .withTools(Arrays.asList(tool)); ChatSession chat = model.startChat(); System.out.println(String.format("Ask the question: %s", promptText)); GenerateContentResponse response = chat.sendMessage(promptText); // The model will most likely return a function call to the declared // function `getCurrentWeather` with "Paris" as the value for the // argument `location`. System.out.println("\nPrint response: "); System.out.println(ResponseHandler.getContent(response)); // Provide an answer to the model so that it knows what the result // of a "function call" is. Content content = ContentMaker.fromMultiModalData( PartMaker.fromFunctionResponse( "getCurrentWeather", Collections.singletonMap("currentWeather", "sunny"))); System.out.println("Provide the function response: "); System.out.println(content); response = chat.sendMessage(content); // See what the model replies now System.out.println("Print response: "); String finalAnswer = ResponseHandler.getText(response); System.out.println(finalAnswer); return finalAnswer; } } }</code></pre></devsite-code> </div> </section> <section><h3 id="go" data-text=" Go " tabindex="-1"> Go </h3> <div class="github-docwidget-gitinclude-code"> <div></div><devsite-code><pre suppresswarning="suppresswarning" translate="no" class="devsite-click-to-copy" track-metadata-position="GoogleCloudPlatform/golang-samples/vertexai/function-calling/functioncalling_basic.go/HEAD/generativeaionvertexai_gemini_function_calling" data-code-snippet="true" data-github-includecode-link="https://github.com/GoogleCloudPlatform/golang-samples/blob/HEAD/vertexai/function-calling/functioncalling_basic.go" feedback-context="{"language": "golang", "region_tag": "generativeaionvertexai_gemini_function_calling", "snippet_file_url": "https://github.com/GoogleCloudPlatform/golang-samples/blob/HEAD/vertexai/function-calling/functioncalling_basic.go"}" feedback-product="1634365" feedback-bucket="cloud-ai" language="golang" data-github-path="GoogleCloudPlatform/golang-samples/vertexai/function-calling/functioncalling_basic.go" data-git-revision="HEAD" data-region-tag="generativeaionvertexai_gemini_function_calling" dir="ltr" is-upgraded syntax="Go"><code translate="no" dir="ltr">import ( "context" "encoding/json" "errors" "fmt" "io" "cloud.google.com/go/vertexai/genai" ) // functionCalling demonstrates how to submit a prompt and a function declaration to the model, // allowing it to suggest a call to the function to fetch external data. Returning this data // to the model enables it to generate a text response that incorporates the data. func functionCalling(w io.Writer, projectID, location, modelName string) error { // location = "us-central1" // modelName = "gemini-1.5-flash-002" ctx := context.Background() client, err := genai.NewClient(ctx, projectID, location) if err != nil { return fmt.Errorf("failed to create GenAI client: %w", err) } defer client.Close() model := client.GenerativeModel(modelName) // Set temperature to 0.0 for maximum determinism in function calling. model.SetTemperature(0.0) funcName := "getCurrentWeather" funcDecl := &genai.FunctionDeclaration{ Name: funcName, Description: "Get the current weather in a given location", Parameters: &genai.Schema{ Type: genai.TypeObject, Properties: map[string]*genai.Schema{ "location": { Type: genai.TypeString, Description: "location", }, }, Required: []string{"location"}, }, } // Add the weather function to our model toolbox. model.Tools = []*genai.Tool{ { FunctionDeclarations: []*genai.FunctionDeclaration{funcDecl}, }, } prompt := genai.Text("What's the weather like in Boston?") resp, err := model.GenerateContent(ctx, prompt) if err != nil { return fmt.Errorf("failed to generate content: %w", err) } if len(resp.Candidates) == 0 { return errors.New("got empty response from model") } else if len(resp.Candidates[0].FunctionCalls()) == 0 { return errors.New("got no function call suggestions from model") } // In a production environment, consider adding validations for function names and arguments. for _, fnCall := range resp.Candidates[0].FunctionCalls() { fmt.Fprintf(w, "The model suggests to call the function %q with args: %v\n", fnCall.Name, fnCall.Args) // Example response: // The model suggests to call the function "getCurrentWeather" with args: map[location:Boston] } // Use synthetic data to simulate a response from the external API. // In a real application, this would come from an actual weather API. mockAPIResp, err := json.Marshal(map[string]string{ "location": "Boston", "temperature": "38", "temperature_unit": "F", "description": "Cold and cloudy", "humidity": "65", "wind": `{"speed": "10", "direction": "NW"}`, }) if err != nil { return fmt.Errorf("failed to marshal function response to JSON: %w", err) } funcResp := &genai.FunctionResponse{ Name: funcName, Response: map[string]any{ "content": mockAPIResp, }, } // Return the API response to the model allowing it to complete its response. resp, err = model.GenerateContent(ctx, prompt, funcResp) if err != nil { return fmt.Errorf("failed to generate content: %w", err) } if len(resp.Candidates) == 0 || len(resp.Candidates[0].Content.Parts) == 0 { return errors.New("got empty response from model") } fmt.Fprintln(w, resp.Candidates[0].Content.Parts[0]) // Example response: // The weather in Boston is cold and cloudy, with a humidity of 65% and a temperature of 38°F. ... return nil } </code></pre></devsite-code> </div> </section> <section><h3 id="rest-openai" data-text=" REST (OpenAI)" tabindex="-1"> REST (OpenAI)</h3>You can call the Function Calling API by using the OpenAI library. For more information, see <a href="/vertex-ai/generative-ai/docs/multimodal/call-vertex-using-openai-library"> Call Vertex AI models by using the OpenAI library</a>. Before using any of the request data, make the following replacements: <ul> <li><var class="edit" scope="PROJECT_ID" translate="no">PROJECT_ID</var>: Your <a href="/resource-manager/docs/creating-managing-projects#identifiers">project ID</a>.</li> <li><var class="edit" scope="LOCATION" translate="no">LOCATION</var>: The region to process the request.</li> <li><var class="edit" scope="MODEL_ID" translate="no">MODEL_ID</var>: The ID of the model that's being processed.</li> </ul> HTTP method and URL: <section> <div></div><devsite-code><pre class="devsite-click-to-copy" data-label="HTTP method and URL" translate="no" dir="ltr" is-upgraded>POST https://<var translate="no">LOCATION</var>-aiplatform.googleapis.com/v1beta1/projects/<var translate="no">PROJECT_ID</var>/locations/<var translate="no">LOCATION</var>/endpoints/openapi/chat/completions</pre></devsite-code> </section> Request JSON body: <section> <div></div><devsite-code><pre class="devsite-click-to-copy" data-label="request body" translate="no" dir="ltr" is-upgraded> { "model": "google/<var translate="no">MODEL_ID</var>", "messages": [ { "role": "user", "content": "What is the weather in Boston?" } ], "tools": [ { "type": "function", "function": { "name": "get_current_weather", "description": "Get the current weather in a given location", "parameters": { "type": "OBJECT", "properties": { "location": { "type": "string", "description": "The city and state, e.g. San Francisco, CA or a zip code e.g. 95616" } }, "required": ["location"] } } } ] } </pre></devsite-code> </section> To send your request, choose one of these options:<div class="ds-selector-tabs"> <section > <h4 id="curl_2" data-text="curl" tabindex="-1">curl</h4> <aside class="note">Note: The following command assumes that you have logged in to the <code translate="no" dir="ltr">gcloud</code> CLI with your user account by running <a href="/sdk/gcloud/reference/init"><code translate="no" dir="ltr">gcloud init</code></a> or <a href="/sdk/gcloud/reference/auth/login"><code translate="no" dir="ltr">gcloud auth login</code></a> , or by using <a href="/shell/docs">Cloud Shell</a>, which automatically logs you into the <code translate="no" dir="ltr">gcloud</code> CLI . You can check the currently active account by running <a href="/sdk/gcloud/reference/auth/list"><code translate="no" dir="ltr">gcloud auth list</code></a>. </aside> Save the request body in a file named <code translate="no" dir="ltr">request.json</code>, and execute the following command: <section><div></div><devsite-code><pre class="devsite-click-to-copy" data-label=" CURL command" translate="no" dir="ltr" is-upgraded>curl -X POST \ -H "Authorization: Bearer $(gcloud auth print-access-token)" \ -H "Content-Type: application/json; charset=utf-8" \ -d @request.json \ "https://<var translate="no">LOCATION</var>-aiplatform.googleapis.com/v1beta1/projects/<var translate="no">PROJECT_ID</var>/locations/<var translate="no">LOCATION</var>/endpoints/openapi/chat/completions"</pre></devsite-code></section> </section> <section > <h4 id="powershell_1" data-text="PowerShell" tabindex="-1">PowerShell</h4> <aside class="note">Note: The following command assumes that you have logged in to the <code translate="no" dir="ltr">gcloud</code> CLI with your user account by running <a href="/sdk/gcloud/reference/init"><code translate="no" dir="ltr">gcloud init</code></a> or <a href="/sdk/gcloud/reference/auth/login"><code translate="no" dir="ltr">gcloud auth login</code></a> . You can check the currently active account by running <a href="/sdk/gcloud/reference/auth/list"><code translate="no" dir="ltr">gcloud auth list</code></a>. </aside> Save the request body in a file named <code translate="no" dir="ltr">request.json</code>, and execute the following command: <section><div></div><devsite-code><pre class="devsite-click-to-copy" data-label="PowerShell command" translate="no" dir="ltr" is-upgraded>$cred = gcloud auth print-access-token $headers = @{ "Authorization" = "Bearer $cred" } Invoke-WebRequest ` -Method POST ` -Headers $headers ` -ContentType: "application/json; charset=utf-8" ` -InFile request.json ` -Uri "https://<var translate="no">LOCATION</var>-aiplatform.googleapis.com/v1beta1/projects/<var translate="no">PROJECT_ID</var>/locations/<var translate="no">LOCATION</var>/endpoints/openapi/chat/completions" | Select-Object -Expand Content</pre></devsite-code></section> </section> </div> </section> <section><h3 id="python-openai" data-text=" Python (OpenAI)" tabindex="-1"> Python (OpenAI)</h3>You can call the Function Calling API by using the OpenAI library. For more information, see <a href="/vertex-ai/generative-ai/docs/multimodal/call-vertex-using-openai-library"> Call Vertex AI models by using the OpenAI library</a>. <div class="github-docwidget-gitinclude-code"> <div></div><devsite-code><pre suppresswarning="suppresswarning" translate="no" class="devsite-click-to-copy" track-metadata-position="GoogleCloudPlatform/python-docs-samples/generative_ai/function_calling/chat_function_calling_basic.py/HEAD/generativeaionvertexai_gemini_chat_completions_function_calling_basic" data-code-snippet="true" data-github-includecode-link="https://github.com/GoogleCloudPlatform/python-docs-samples/blob/HEAD/generative_ai/function_calling/chat_function_calling_basic.py" feedback-context="{"language": "python", "region_tag": "generativeaionvertexai_gemini_function_calling", "snippet_file_url": "https://github.com/GoogleCloudPlatform/python-docs-samples/blob/HEAD/generative_ai/function_calling/chat_function_calling_basic.py"}" feedback-product="1634365" feedback-bucket="cloud-ai" language="python" data-github-path="GoogleCloudPlatform/python-docs-samples/generative_ai/function_calling/chat_function_calling_basic.py" data-git-revision="HEAD" data-region-tag="generativeaionvertexai_gemini_chat_completions_function_calling_basic" dir="ltr" is-upgraded syntax="Python"><code translate="no" dir="ltr">import vertexai import openai from google.auth import default, transport # TODO(developer): Update & uncomment below line # PROJECT_ID = "your-project-id" location = "us-central1" vertexai.init(project=PROJECT_ID, location=location) # Programmatically get an access token credentials, _ = default(scopes=["https://www.googleapis.com/auth/cloud-platform"]) auth_request = transport.requests.Request() credentials.refresh(auth_request) # # OpenAI Client client = openai.OpenAI( base_url=f"https://{location}-aiplatform.googleapis.com/v1beta1/projects/{PROJECT_ID}/locations/{location}/endpoints/openapi", api_key=credentials.token, ) tools = [ { "type": "function", "function": { "name": "get_current_weather", "description": "Get the current weather in a given location", "parameters": { "type": "object", "properties": { "location": { "type": "string", "description": "The city and state, e.g. San Francisco, CA or a zip code e.g. 95616", }, }, "required": ["location"], }, }, } ] messages = [] messages.append( { "role": "system", "content": "Don't make assumptions about what values to plug into functions. Ask for clarification if a user request is ambiguous.", } ) messages.append({"role": "user", "content": "What is the weather in Boston?"}) response = client.chat.completions.create( model="google/gemini-1.5-flash-001", messages=messages, tools=tools, ) print("Function:", response.choices[0].message.tool_calls[0].id) print("Arguments:", response.choices[0].message.tool_calls[0].function.arguments) # Example response: # Function: get_current_weather # Arguments: {"location":"Boston"} </code></pre></devsite-code> </div> </section> </div> <h3 id="advanced-use" data-text="Send a function declaration with FunctionCallingConfig" tabindex="-1">Send a function declaration with <code translate="no" dir="ltr">FunctionCallingConfig</code></h3> The following example demonstrates how to pass a <code translate="no" dir="ltr">FunctionCallingConfig</code> to the model. The <code translate="no" dir="ltr">functionCallingConfig</code> ensures that the model output is always a specific function call. To configure: <ul> <li>Set the function calling <code translate="no" dir="ltr">mode</code> to <code translate="no" dir="ltr">ANY</code>.</li> <li>Specify the function names that you want to use in <code translate="no" dir="ltr">allowed_function_names</code>. If <code translate="no" dir="ltr">allowed_function_names</code> is empty, any of the provided functions can be returned.</li> </ul> <div class="ds-selector-tabs" data-ds-scope="code-sample"> <section><h3 id="rest_1" data-text=" REST " tabindex="-1"> REST </h3><div></div><devsite-code><pre class="devsite-click-to-copy" translate="no" dir="ltr" is-upgraded syntax="Bash"><code translate="no" dir="ltr">PROJECT_ID=myproject LOCATION=us-central1 MODEL_ID=gemini-1.5-pro-001 curl -X POST \ -H "Authorization: Bearer $(gcloud auth print-access-token)" \ -H "Content-Type: application/json" \ https://${LOCATION}-aiplatform.googleapis.com/v1beta1/projects/${PROJECT_ID}/locations/${LOCATION}/publishers/google/models/${MODEL_ID}:generateContent \ -d '{ "contents": [{ "role": "user", "parts": [{ "text": "Do you have the White Pixel 8 Pro 128GB in stock in the US?" }] }], "tools": [{ "functionDeclarations": [ { "name": "get_product_sku", "description": "Get the available inventory for a Google products, e.g: Pixel phones, Pixel Watches, Google Home etc", "parameters": { "type": "object", "properties": { "product_name": {"type": "string", "description": "Product name"} } } }, { "name": "get_store_location", "description": "Get the location of the closest store", "parameters": { "type": "object", "properties": { "location": {"type": "string", "description": "Location"} }, } } ] }], "toolConfig": { "functionCallingConfig": { "mode":"ANY", "allowedFunctionNames": ["get_product_sku"] } }, "generationConfig": { "temperature": 0.95, "topP": 1.0, "maxOutputTokens": 8192 } }' </code></pre></devsite-code></section> <section><h3 id="python_2" data-text=" Python " tabindex="-1"> Python </h3> <div class="github-docwidget-gitinclude-code"> <div></div><devsite-code><pre suppresswarning="suppresswarning" translate="no" class="devsite-click-to-copy" track-metadata-position="GoogleCloudPlatform/python-docs-samples/generative_ai/function_calling/advanced_example.py/HEAD/generativeaionvertexai_gemini_function_calling_advanced" data-code-snippet="true" data-github-includecode-link="https://github.com/GoogleCloudPlatform/python-docs-samples/blob/HEAD/generative_ai/function_calling/advanced_example.py" feedback-context="{"language": "python_vertex_ai_sdk", "region_tag": "generativeaionvertexai_gemini_function_calling", "snippet_file_url": "https://github.com/GoogleCloudPlatform/python-docs-samples/blob/HEAD/generative_ai/function_calling/advanced_example.py"}" feedback-product="1634365" feedback-bucket="cloud-ai" language="python_vertex_ai_sdk" data-github-path="GoogleCloudPlatform/python-docs-samples/generative_ai/function_calling/advanced_example.py" data-git-revision="HEAD" data-region-tag="generativeaionvertexai_gemini_function_calling_advanced" dir="ltr" is-upgraded syntax="Python"><code translate="no" dir="ltr">import vertexai from vertexai.preview.generative_models import ( FunctionDeclaration, GenerativeModel, Tool, ToolConfig, ) # TODO(developer): Update & uncomment below line # PROJECT_ID = "your-project-id" # Initialize Vertex AI vertexai.init(project=PROJECT_ID, location="us-central1") # Specify a function declaration and parameters for an API request get_product_sku_func = FunctionDeclaration( name="get_product_sku", description="Get the available inventory for a Google products, e.g: Pixel phones, Pixel Watches, Google Home etc", # Function parameters are specified in JSON schema format parameters={ "type": "object", "properties": { "product_name": {"type": "string", "description": "Product name"} }, }, ) # Specify another function declaration and parameters for an API request get_store_location_func = FunctionDeclaration( name="get_store_location", description="Get the location of the closest store", # Function parameters are specified in JSON schema format parameters={ "type": "object", "properties": {"location": {"type": "string", "description": "Location"}}, }, ) # Define a tool that includes the above functions retail_tool = Tool( function_declarations=[ get_product_sku_func, get_store_location_func, ], ) # Define a tool config for the above functions retail_tool_config = ToolConfig( function_calling_config=ToolConfig.FunctionCallingConfig( # ANY mode forces the model to predict a function call mode=ToolConfig.FunctionCallingConfig.Mode.ANY, # List of functions that can be returned when the mode is ANY. # If the list is empty, any declared function can be returned. allowed_function_names=["get_product_sku"], ) ) model = GenerativeModel( model_name="gemini-1.5-flash-002", tools=[retail_tool], tool_config=retail_tool_config, ) response = model.generate_content( "Do you have the Pixel 8 Pro 128GB in stock?", ) print(response.candidates[0].function_calls) # Example response: # [ # name: "get_product_sku" # args { # fields { key: "product_name" value { string_value: "Pixel 8 Pro 128GB" }} # } # ] </code></pre></devsite-code> </div> </section> <section><h3 id="node.js_1" data-text=" Node.js " tabindex="-1"> Node.js </h3> <div class="github-docwidget-gitinclude-code"> <div></div><devsite-code><pre suppresswarning="suppresswarning" translate="no" class="devsite-click-to-copy" track-metadata-position="GoogleCloudPlatform/nodejs-docs-samples/generative-ai/snippets/function-calling/functionCallingAdvanced.js/HEAD/generativeaionvertexai_function_calling_advanced" data-code-snippet="true" data-github-includecode-link="https://github.com/GoogleCloudPlatform/nodejs-docs-samples/blob/HEAD/generative-ai/snippets/function-calling/functionCallingAdvanced.js" feedback-context="{"language": "nodejs", "region_tag": "generativeaionvertexai_gemini_function_calling", "snippet_file_url": "https://github.com/GoogleCloudPlatform/nodejs-docs-samples/blob/HEAD/generative-ai/snippets/function-calling/functionCallingAdvanced.js"}" feedback-product="1634365" feedback-bucket="cloud-ai" language="nodejs" data-github-path="GoogleCloudPlatform/nodejs-docs-samples/generative-ai/snippets/function-calling/functionCallingAdvanced.js" data-git-revision="HEAD" data-region-tag="generativeaionvertexai_function_calling_advanced" dir="ltr" is-upgraded syntax="JavaScript"><code translate="no" dir="ltr">const { VertexAI, FunctionDeclarationSchemaType, } = require('@google-cloud/vertexai'); const functionDeclarations = [ { function_declarations: [ { name: 'get_product_sku', description: 'Get the available inventory for a Google products, e.g: Pixel phones, Pixel Watches, Google Home etc', parameters: { type: FunctionDeclarationSchemaType.OBJECT, properties: { productName: {type: FunctionDeclarationSchemaType.STRING}, }, }, }, { name: 'get_store_location', description: 'Get the location of the closest store', parameters: { type: FunctionDeclarationSchemaType.OBJECT, properties: { location: {type: FunctionDeclarationSchemaType.STRING}, }, }, }, ], }, ]; const toolConfig = { function_calling_config: { mode: 'ANY', allowed_function_names: ['get_product_sku'], }, }; const generationConfig = { temperature: 0.95, topP: 1.0, maxOutputTokens: 8192, }; /** * TODO(developer): Update these variables before running the sample. */ async function functionCallingAdvanced( projectId = 'PROJECT_ID', location = 'us-central1', model = 'gemini-1.5-flash-001' ) { // Initialize Vertex with your Cloud project and location const vertexAI = new VertexAI({project: projectId, location: location}); // Instantiate the model const generativeModel = vertexAI.preview.getGenerativeModel({ model: model, }); const request = { contents: [ { role: 'user', parts: [ {text: 'Do you have the White Pixel 8 Pro 128GB in stock in the US?'}, ], }, ], tools: functionDeclarations, tool_config: toolConfig, generation_config: generationConfig, }; const result = await generativeModel.generateContent(request); console.log(JSON.stringify(result.response.candidates[0].content)); }</code></pre></devsite-code> </div> </section> <section><h3 id="go_1" data-text=" Go " tabindex="-1"> Go </h3> <div class="github-docwidget-gitinclude-code"> <div></div><devsite-code><pre suppresswarning="suppresswarning" translate="no" class="devsite-click-to-copy" track-metadata-position="GoogleCloudPlatform/golang-samples/vertexai/function-calling/functioncalling.go/HEAD/generativeaionvertexai_function_calling_advanced" data-code-snippet="true" data-github-includecode-link="https://github.com/GoogleCloudPlatform/golang-samples/blob/HEAD/vertexai/function-calling/functioncalling.go" feedback-context="{"language": "golang", "region_tag": "generativeaionvertexai_gemini_function_calling", "snippet_file_url": "https://github.com/GoogleCloudPlatform/golang-samples/blob/HEAD/vertexai/function-calling/functioncalling.go"}" feedback-product="1634365" feedback-bucket="cloud-ai" language="golang" data-github-path="GoogleCloudPlatform/golang-samples/vertexai/function-calling/functioncalling.go" data-git-revision="HEAD" data-region-tag="generativeaionvertexai_function_calling_advanced" dir="ltr" is-upgraded syntax="Go"><code translate="no" dir="ltr">import ( "context" "encoding/json" "errors" "fmt" "io" "cloud.google.com/go/vertexai/genai" ) // functionCallsChat opens a chat session and sends 4 messages to the model: // - convert a first text question into a structured function call request // - convert the first structured function call response into natural language // - convert a second text question into a structured function call request // - convert the second structured function call response into natural language func functionCallsChat(w io.Writer, projectID, location, modelName string) error { // location := "us-central1" // modelName := "gemini-1.5-flash-001" ctx := context.Background() client, err := genai.NewClient(ctx, projectID, location) if err != nil { return fmt.Errorf("unable to create client: %w", err) } defer client.Close() model := client.GenerativeModel(modelName) // Build an OpenAPI schema, in memory paramsProduct := &genai.Schema{ Type: genai.TypeObject, Properties: map[string]*genai.Schema{ "productName": { Type: genai.TypeString, Description: "Product name", }, }, } fundeclProductInfo := &genai.FunctionDeclaration{ Name: "getProductSku", Description: "Get the SKU for a product", Parameters: paramsProduct, } paramsStore := &genai.Schema{ Type: genai.TypeObject, Properties: map[string]*genai.Schema{ "location": { Type: genai.TypeString, Description: "Location", }, }, } fundeclStoreLocation := &genai.FunctionDeclaration{ Name: "getStoreLocation", Description: "Get the location of the closest store", Parameters: paramsStore, } model.Tools = []*genai.Tool{ {FunctionDeclarations: []*genai.FunctionDeclaration{ fundeclProductInfo, fundeclStoreLocation, }}, } model.SetTemperature(0.0) chat := model.StartChat() // Send a prompt for the first conversation turn that should invoke the getProductSku function prompt := "Do you have the Pixel 8 Pro in stock?" fmt.Fprintf(w, "Question: %s\n", prompt) resp, err := chat.SendMessage(ctx, genai.Text(prompt)) if err != nil { return err } if len(resp.Candidates) == 0 || len(resp.Candidates[0].Content.Parts) == 0 { return errors.New("empty response from model") } // The model has returned a function call to the declared function `getProductSku` // with a value for the argument `productName`. jsondata, err := json.MarshalIndent(resp.Candidates[0].Content.Parts[0], "\t", " ") if err != nil { return fmt.Errorf("json.MarshalIndent: %w", err) } fmt.Fprintf(w, "function call generated by the model:\n\t%s\n", string(jsondata)) // Create a function call response, to simulate the result of a call to a // real service funresp := &genai.FunctionResponse{ Name: "getProductSku", Response: map[string]any{ "sku": "GA04834-US", "in_stock": "yes", }, } jsondata, err = json.MarshalIndent(funresp, "\t", " ") if err != nil { return fmt.Errorf("json.MarshalIndent: %w", err) } fmt.Fprintf(w, "function call response sent to the model:\n\t%s\n\n", string(jsondata)) // And provide the function call response to the model resp, err = chat.SendMessage(ctx, funresp) if err != nil { return err } if len(resp.Candidates) == 0 || len(resp.Candidates[0].Content.Parts) == 0 { return errors.New("empty response from model") } // The model has taken the function call response as input, and has // reformulated the response to the user. jsondata, err = json.MarshalIndent(resp.Candidates[0].Content.Parts[0], "\t", " ") if err != nil { return fmt.Errorf("json.MarshalIndent: %w", err) } fmt.Fprintf(w, "Answer generated by the model:\n\t%s\n\n", string(jsondata)) // Send a prompt for the second conversation turn that should invoke the getStoreLocation function prompt2 := "Is there a store in Mountain View, CA that I can visit to try it out?" fmt.Fprintf(w, "Question: %s\n", prompt) resp, err = chat.SendMessage(ctx, genai.Text(prompt2)) if err != nil { return err } if len(resp.Candidates) == 0 || len(resp.Candidates[0].Content.Parts) == 0 { return errors.New("empty response from model") } // The model has returned a function call to the declared function `getStoreLocation` // with a value for the argument `store`. jsondata, err = json.MarshalIndent(resp.Candidates[0].Content.Parts[0], "\t", " ") if err != nil { return fmt.Errorf("json.MarshalIndent: %w", err) } fmt.Fprintf(w, "function call generated by the model:\n\t%s\n", string(jsondata)) // Create a function call response, to simulate the result of a call to a // real service funresp = &genai.FunctionResponse{ Name: "getStoreLocation", Response: map[string]any{ "store": "2000 N Shoreline Blvd, Mountain View, CA 94043, US", }, } jsondata, err = json.MarshalIndent(funresp, "\t", " ") if err != nil { return fmt.Errorf("json.MarshalIndent: %w", err) } fmt.Fprintf(w, "function call response sent to the model:\n\t%s\n\n", string(jsondata)) // And provide the function call response to the model resp, err = chat.SendMessage(ctx, funresp) if err != nil { return err } if len(resp.Candidates) == 0 || len(resp.Candidates[0].Content.Parts) == 0 { return errors.New("empty response from model") } // The model has taken the function call response as input, and has // reformulated the response to the user. jsondata, err = json.MarshalIndent(resp.Candidates[0].Content.Parts[0], "\t", " ") if err != nil { return fmt.Errorf("json.MarshalIndent: %w", err) } fmt.Fprintf(w, "Answer generated by the model:\n\t%s\n\n", string(jsondata)) return nil } </code></pre></devsite-code> </div> </section> <section><h3 id="rest-openai_1" data-text=" REST (OpenAI)" tabindex="-1"> REST (OpenAI)</h3>You can call the Function Calling API by using the OpenAI library. For more information, see <a href="/vertex-ai/generative-ai/docs/multimodal/call-vertex-using-openai-library"> Call Vertex AI models by using the OpenAI library</a>. Before using any of the request data, make the following replacements: <ul> <li><var class="edit" scope="PROJECT_ID" translate="no">PROJECT_ID</var>: Your <a href="/resource-manager/docs/creating-managing-projects#identifiers">project ID</a>.</li> <li><var class="edit" scope="LOCATION" translate="no">LOCATION</var>: The region to process the request.</li> <li><var class="edit" scope="MODEL_ID" translate="no">MODEL_ID</var>: The ID of the model that's being processed.</li> </ul> HTTP method and URL: <section> <div></div><devsite-code><pre class="devsite-click-to-copy" data-label="HTTP method and URL" translate="no" dir="ltr" is-upgraded>POST https://<var translate="no">LOCATION</var>-aiplatform.googleapis.com/v1beta1/projects/<var translate="no">PROJECT_ID</var>/locations/<var translate="no">LOCATION</var>/endpoints/openapi/chat/completions</pre></devsite-code> </section> Request JSON body: <section> <div></div><devsite-code><pre class="devsite-click-to-copy" data-label="request body" translate="no" dir="ltr" is-upgraded> { "model": "google/<var translate="no">MODEL_ID</var>", "messages": [ { "role": "user", "content": "What is the weather in Boston?" } ], "tools": [ { "type": "function", "function": { "name": "get_current_weather", "description": "Get the current weather in a given location", "parameters": { "type": "OBJECT", "properties": { "location": { "type": "string", "description": "The city and state, e.g. San Francisco, CA or a zip code e.g. 95616" } }, "required": ["location"] } } } ], "tool_choice": "auto" } </pre></devsite-code> </section> To send your request, choose one of these options:<div class="ds-selector-tabs"> <section > <h4 id="curl_3" data-text="curl" tabindex="-1">curl</h4> <aside class="note">Note: The following command assumes that you have logged in to the <code translate="no" dir="ltr">gcloud</code> CLI with your user account by running <a href="/sdk/gcloud/reference/init"><code translate="no" dir="ltr">gcloud init</code></a> or <a href="/sdk/gcloud/reference/auth/login"><code translate="no" dir="ltr">gcloud auth login</code></a> , or by using <a href="/shell/docs">Cloud Shell</a>, which automatically logs you into the <code translate="no" dir="ltr">gcloud</code> CLI . You can check the currently active account by running <a href="/sdk/gcloud/reference/auth/list"><code translate="no" dir="ltr">gcloud auth list</code></a>. </aside> Save the request body in a file named <code translate="no" dir="ltr">request.json</code>, and execute the following command: <section><div></div><devsite-code><pre class="devsite-click-to-copy" data-label=" CURL command" translate="no" dir="ltr" is-upgraded>curl -X POST \ -H "Authorization: Bearer $(gcloud auth print-access-token)" \ -H "Content-Type: application/json; charset=utf-8" \ -d @request.json \ "https://<var translate="no">LOCATION</var>-aiplatform.googleapis.com/v1beta1/projects/<var translate="no">PROJECT_ID</var>/locations/<var translate="no">LOCATION</var>/endpoints/openapi/chat/completions"</pre></devsite-code></section> </section> <section > <h4 id="powershell_2" data-text="PowerShell" tabindex="-1">PowerShell</h4> <aside class="note">Note: The following command assumes that you have logged in to the <code translate="no" dir="ltr">gcloud</code> CLI with your user account by running <a href="/sdk/gcloud/reference/init"><code translate="no" dir="ltr">gcloud init</code></a> or <a href="/sdk/gcloud/reference/auth/login"><code translate="no" dir="ltr">gcloud auth login</code></a> . You can check the currently active account by running <a href="/sdk/gcloud/reference/auth/list"><code translate="no" dir="ltr">gcloud auth list</code></a>. </aside> Save the request body in a file named <code translate="no" dir="ltr">request.json</code>, and execute the following command: <section><div></div><devsite-code><pre class="devsite-click-to-copy" data-label="PowerShell command" translate="no" dir="ltr" is-upgraded>$cred = gcloud auth print-access-token $headers = @{ "Authorization" = "Bearer $cred" } Invoke-WebRequest ` -Method POST ` -Headers $headers ` -ContentType: "application/json; charset=utf-8" ` -InFile request.json ` -Uri "https://<var translate="no">LOCATION</var>-aiplatform.googleapis.com/v1beta1/projects/<var translate="no">PROJECT_ID</var>/locations/<var translate="no">LOCATION</var>/endpoints/openapi/chat/completions" | Select-Object -Expand Content</pre></devsite-code></section> </section> </div> </section> <section><h3 id="python-openai_1" data-text=" Python (OpenAI)" tabindex="-1"> Python (OpenAI)</h3>You can call the Function Calling API by using the OpenAI library. For more information, see <a href="/vertex-ai/generative-ai/docs/multimodal/call-vertex-using-openai-library"> Call Vertex AI models by using the OpenAI library</a>. <div class="github-docwidget-gitinclude-code"> <div></div><devsite-code><pre suppresswarning="suppresswarning" translate="no" class="devsite-click-to-copy" track-metadata-position="GoogleCloudPlatform/python-docs-samples/generative_ai/function_calling/chat_function_calling_config.py/HEAD/generativeaionvertexai_gemini_chat_completions_function_calling_config" data-code-snippet="true" data-github-includecode-link="https://github.com/GoogleCloudPlatform/python-docs-samples/blob/HEAD/generative_ai/function_calling/chat_function_calling_config.py" feedback-context="{"language": "python", "region_tag": "generativeaionvertexai_gemini_function_calling", "snippet_file_url": "https://github.com/GoogleCloudPlatform/python-docs-samples/blob/HEAD/generative_ai/function_calling/chat_function_calling_config.py"}" feedback-product="1634365" feedback-bucket="cloud-ai" language="python" data-github-path="GoogleCloudPlatform/python-docs-samples/generative_ai/function_calling/chat_function_calling_config.py" data-git-revision="HEAD" data-region-tag="generativeaionvertexai_gemini_chat_completions_function_calling_config" dir="ltr" is-upgraded syntax="Python"><code translate="no" dir="ltr">import vertexai import openai from google.auth import default, transport # TODO(developer): Update & uncomment below line # PROJECT_ID = "your-project-id" location = "us-central1" vertexai.init(project=PROJECT_ID, location=location) # Programmatically get an access token credentials, _ = default(scopes=["https://www.googleapis.com/auth/cloud-platform"]) auth_request = transport.requests.Request() credentials.refresh(auth_request) # OpenAI Client client = openai.OpenAI( base_url=f"https://{location}-aiplatform.googleapis.com/v1beta1/projects/{PROJECT_ID}/locations/{location}/endpoints/openapi", api_key=credentials.token, ) tools = [ { "type": "function", "function": { "name": "get_current_weather", "description": "Get the current weather in a given location", "parameters": { "type": "object", "properties": { "location": { "type": "string", "description": "The city and state, e.g. San Francisco, CA or a zip code e.g. 95616", }, }, "required": ["location"], }, }, } ] messages = [] messages.append( { "role": "system", "content": "Don't make assumptions about what values to plug into functions. Ask for clarification if a user request is ambiguous.", } ) messages.append({"role": "user", "content": "What is the weather in Boston, MA?"}) response = client.chat.completions.create( model="google/gemini-1.5-flash-002", messages=messages, tools=tools, tool_choice="auto", ) print("Function:", response.choices[0].message.tool_calls[0].id) print("Arguments:", response.choices[0].message.tool_calls[0].function.arguments) # Example response: # Function: get_current_weather # Arguments: {"location":"Boston"}</code></pre></devsite-code> </div> </section> </div> <h2 id="explore-further" data-text="What's next" tabindex="-1">What's next</h2> For detailed documentation, see the following: <ul> <li><a href="/vertex-ai/generative-ai/docs/multimodal/function-calling">Function calling</a></li> </ul> <devsite-hats-survey class="nocontent" hats-id="mwETRvWii0eU5NUYprb0Y9z5GVbc" listnr-id="83405"></devsite-hats-survey> </div> <devsite-thumb-rating position="footer"> </devsite-thumb-rating> <devsite-feedback position="footer" project-name="Generative AI" product-id="5164350" bucket="Documentation" context="" version="t-devsite-webserver-20250211-r00-rc00.466928320959134316" data-label="Send Feedback Button" track-type="feedback" track-name="sendFeedbackLink" track-metadata-position="footer" class="nocontent" project-feedback-url="https://issuetracker.google.com/issues/new?component=1130925" project-icon="https://www.gstatic.com/devrel-devsite/prod/v38a693baeb774512feb42f10aac8f755d8791ed41119b5be7a531f8e16f8279f/cloud/images/favicons/onecloud/super_cloud.png" project-support-url="https://cloud.google.com/support-hub" > <button> Send feedback </button> </devsite-feedback> <div class="devsite-floating-action-buttons"> </div> </article> <devsite-content-footer class="nocontent"> Except as otherwise noted, the content of this page is licensed under the <a href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 License</a>, and code samples are licensed under the <a href="https://www.apache.org/licenses/LICENSE-2.0">Apache 2.0 License</a>. 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