Source code for camel.runtime.utils.function_risk_toolkit

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# ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. =========
from typing import List, Optional

from camel.toolkits import FunctionTool
from camel.toolkits.base import BaseToolkit


[docs] class FunctionRiskToolkit(BaseToolkit): r"""A toolkit for assessing the risk associated with functions. Args: verbose (Optional[bool]): Whether to print verbose output. (default: :obj:`False`) """ def __init__(self, verbose: Optional[bool] = False): self.verbose = verbose
[docs] def function_risk(self, score: int, reason: str): r"""Provides an assessment of the potential risk associated with a function. Args: score (int): The risk level associated with the function, ranging from 1 to 3: - 1: No harm (e.g., simple math operations, content searches) - 2: Minimal harm (e.g., accessing user files) - 3: Risk present (e.g., deleting files, modifying the file system) reason (str): A brief explanation of the reasoning behind the assigned score, describing the specific aspects that contribute to the assessed risk. """ if self.verbose: print(f"Function risk assessment: {reason} (score: {score})")
[docs] def get_tools(self) -> List[FunctionTool]: r"""Returns a list of FunctionTool objects representing the functions in the toolkit. Returns: List[FunctionTool]: A list of FunctionTool objects representing the functions in the toolkit. """ return [FunctionTool(self.function_risk)]