Generate Response

Generates text responses from Gemini models based on prompt or global instructions, with the highest priority. See more information here.

Action Settings

Setting Description
Instructions String, optional. Instructions for the Model.
Model Enum, required. The name of the Model to use for generating the completion.
Temperature Double, optional. Controls the randomness of the output. The default value varies by Model. Values can range from [0.0, 2.0]
TopP Double, optional. The maximum cumulative probability of tokens to consider when sampling.
TopK Int, optional. The maximum number of tokens to consider when sampling.
Seed Int, optional. Seed used in decoding. If not set, the request uses a randomly generated seed.
MaxOutputTokens Int32, optional. The maximum number of tokens to include in a response candidate.
StopSequences String, optional. The set of character sequences (up to 5) that will stop output generation. If specified, the API will stop at the first appearance of a stop_sequence. The stop sequence will not be included as part of the response.
SafetyCategory Enum, optional. The safety category to configure a threshold for. Valid values are: HARM_CATEGORY_SEXUALLY_EXPLICIT,HARM_CATEGORY_HATE_SPEECH, HARM_CATEGORY_HARASSMENT, HARM_CATEGORY_DANGEROUS_CONTENT.
SafetyThreshold Enum, optional. The safety threshold to configure for the safety category. Valid values are: BLOCK_LOW_AND_ABOVE, BLOCK_MEDIUM_AND_ABOVE, BLOCK_HIGH_AND_ABOVE, BLOCK_NONE.

Action Parameters

Parameter Description
Prompt String, required. The user-provided text to be processed by the Model.
CachedContent String, optional. The name of the content cached to use as context to serve the prediction. Format: cachedContents/{cachedContent}.

Result

The generated response is returned in the Response_Result field. The action also returns the following fields: Response_Id, Response_Result, Response_FinishReason, Response_FinishMessage, Response_PromptTokenCount, Response_CachedContentTokenCount, Response_CandidatesTokenCount, Response_TotalTokenCount, Response_PromptFeedbackBlockReason, Response_PromptFeedbackSafetyRatings, Response_ModelVersion, Response_ModelStatusModelStage, Response_ModelStatusRetirementTime, Response_ModelStatusMessage.

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