Class Tool (1.48.0)

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Tool(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Tool details that the model may use to generate response.

A Tool is a piece of code that enables the system to interact with external systems to perform an action, or set of actions, outside of knowledge and scope of the model. A Tool object should contain exactly one type of Tool (e.g FunctionDeclaration, Retrieval or GoogleSearchRetrieval).

Attributes
Name	Description
function_declarations	MutableSequence[google.cloud.aiplatform_v1beta1.types.FunctionDeclaration] Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall][content.part.function_call] in the response. User should provide a FunctionResponse][content.part.function_response] for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 64 function declarations can be provided.
retrieval	google.cloud.aiplatform_v1beta1.types.Retrieval Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation.
google_search_retrieval	google.cloud.aiplatform_v1beta1.types.GoogleSearchRetrieval Optional. GoogleSearchRetrieval tool type. Specialized retrieval tool that is powered by Google search.

Methods

Tool

Tool(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Tool details that the model may use to generate response.

A Tool is a piece of code that enables the system to interact with external systems to perform an action, or set of actions, outside of knowledge and scope of the model. A Tool object should contain exactly one type of Tool (e.g FunctionDeclaration, Retrieval or GoogleSearchRetrieval).