generative-ai-python

google.generativeai.protos.GenerateAnswerRequest

Request to generate a grounded answer from the Model.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

Attributes

`inline_passages` `google.ai.generativelanguage.GroundingPassages` Passages provided inline with the request. This field is a member of `oneof`_ ``grounding_source``.
`semantic_retriever` `google.ai.generativelanguage.SemanticRetrieverConfig` Content retrieved from resources created via the Semantic Retriever API. This field is a member of `oneof`_ ``grounding_source``.
`model` `str` Required. The name of the ``Model`` to use for generating the grounded response. Format: ``model=models/{model}``.
`contents` `MutableSequence[google.ai.generativelanguage.Content]` Required. The content of the current conversation with the ``Model``. For single-turn queries, this is a single question to answer. For multi-turn queries, this is a repeated field that contains conversation history and the last ``Content`` in the list containing the question. Note: ``GenerateAnswer`` only supports queries in English.
`answer_style` `google.ai.generativelanguage.GenerateAnswerRequest.AnswerStyle` Required. Style in which answers should be returned.
`safety_settings` `MutableSequence[google.ai.generativelanguage.SafetySetting]` Optional. A list of unique ``SafetySetting`` instances for blocking unsafe content. This will be enforced on the GenerateAnswerRequest.contents and ``GenerateAnswerResponse.candidate``. There should not be more than one setting for each ``SafetyCategory`` type. The API will block any contents and responses that fail to meet the thresholds set by these settings. This list overrides the default settings for each ``SafetyCategory`` specified in the safety_settings. If there is no ``SafetySetting`` for a given ``SafetyCategory`` provided in the list, the API will use the default safety setting for that category. Harm categories HARM_CATEGORY_HATE_SPEECH, HARM_CATEGORY_SEXUALLY_EXPLICIT, HARM_CATEGORY_DANGEROUS_CONTENT, HARM_CATEGORY_HARASSMENT are supported. Refer to the `guide <https://ai.google.dev/gemini-api/docs/safety-settings>`__ for detailed information on available safety settings. Also refer to the `Safety guidance <https://ai.google.dev/gemini-api/docs/safety-guidance>`__ to learn how to incorporate safety considerations in your AI applications.
`temperature` `float` Optional. Controls the randomness of the output. Values can range from [0.0,1.0], inclusive. A value closer to 1.0 will produce responses that are more varied and creative, while a value closer to 0.0 will typically result in more straightforward responses from the model. A low temperature (~0.2) is usually recommended for Attributed-Question-Answering use cases.

Child Classes

class AnswerStyle

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