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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_v1.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 128 function declarations can be provided.
|
retrieval |
google.cloud.aiplatform_v1.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_v1.types.GoogleSearchRetrieval
Optional. GoogleSearchRetrieval tool type. Specialized retrieval tool that is powered by Google search. |
code_execution |
google.cloud.aiplatform_v1.types.Tool.CodeExecution
Optional. CodeExecution tool type. Enables the model to execute code as part of generation. This field is only used by the Gemini Developer API services. |
Classes
CodeExecution
CodeExecution(mapping=None, *, ignore_unknown_fields=False, **kwargs)Tool that executes code generated by the model, and automatically returns the result to the model.
See also [ExecutableCode]and [CodeExecutionResult] which are input and output to this tool.
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).