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Update tools/final_answer.py
Browse files- tools/final_answer.py +3 -49
tools/final_answer.py
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# Import necessary types from the typing module.
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# 'Any' means the variable can be of any type.
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# 'Optional' is used when a variable can also be None (not used in this snippet but imported for completeness).
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from typing import Any, Optional
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# Import the base Tool class from the smolagents.tools module.
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# This is the class that our FinalAnswerTool will inherit from.
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from smolagents.tools import Tool
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# Define a new class called FinalAnswerTool that inherits from Tool.
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# This means FinalAnswerTool will have all the features of a Tool, with some custom behavior added.
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class FinalAnswerTool(Tool):
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# 'name' is a class attribute that identifies the tool.
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# It tells the system that this tool is called "final_answer".
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name = "final_answer"
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# 'description' is a human-readable string that explains what the tool does.
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# This tool is designed to provide a final answer to a problem.
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description = "Provides a final answer to the given problem."
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# 'inputs' is a dictionary that describes what input(s) the tool expects.
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# In this case, it expects a key 'answer' that can be of any type.
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# The description helps users understand what they need to provide.
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inputs = {
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'answer': {
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'type': 'any', # The input 'answer' can be any type (string, number, etc.)
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'description': 'The final answer to the problem' # A simple explanation of the expected input.
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}
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}
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# 'output_type' tells the system what type of value this tool will return.
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# Here, 'any' means that the output can be of any type.
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output_type = "any"
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# This function is called when the tool is used.
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# It accepts any number of positional arguments (*args) and keyword arguments (**kwargs).
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def forward(self, *args, **kwargs) -> Any:
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# First, check if there is a keyword argument named 'answer'.
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# This would be the case if the tool was called like final_answer(answer="4.52%").
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if 'answer' in kwargs:
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answer = kwargs['answer']
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# If no keyword argument was provided, check if there are any positional arguments.
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# If there is at least one, use the first positional argument as the answer.
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elif args:
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answer = args[0]
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# If neither a keyword nor any positional arguments were provided,
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# then there is no answer, so raise an error to inform the user.
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else:
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raise ValueError("No answer provided to the final_answer tool.")
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# Return the answer that was provided to the tool.
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return answer
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# The __init__ method is the constructor for the class.
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# It is called when an instance of FinalAnswerTool is created.
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# It accepts any number of arguments, but here we only use it to initialize a variable.
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def __init__(self, *args, **kwargs):
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# This flag can be used later to check if any further initialization is needed.
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self.is_initialized = False
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from typing import Any, Optional
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from smolagents.tools import Tool
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class FinalAnswerTool(Tool):
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name = "final_answer"
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description = "Provides a final answer to the given problem."
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inputs = {'answer': {'type': 'any', 'description': 'The final answer to the problem'}}
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output_type = "any"
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def forward(self, answer: Any) -> Any:
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return answer
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def __init__(self, *args, **kwargs):
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self.is_initialized = False
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