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"""
Tools for quantitative analysis tasks.
"""
from typing import Dict, Any
from experts.tools import ToolBase
from experts.shared import shared
class MathAnalysisTool(ToolBase):
"""Tool for mathematical analysis."""
def analyze(self, task: Dict[str, Any]) -> Dict[str, Any]:
"""Analyze mathematical components of the task."""
# Placeholder - would use shared.math_module in production
result = {
"analysis": "Mathematical analysis of task components",
"confidence": 0.9,
"metrics": {
"complexity": "medium",
"computational_effort": "moderate"
}
}
return result
class FinanceEvaluationTool(ToolBase):
"""Tool for financial evaluation."""
def evaluate(self, task: Dict[str, Any]) -> Dict[str, Any]:
"""Evaluate financial aspects of the task."""
# Placeholder - would use shared.finance_module in production
result = {
"evaluation": "Financial impact assessment",
"risk_profile": "moderate",
"return_potential": "high",
"confidence": 0.85
}
return result
class CodeGenerationTool(ToolBase):
"""Tool for code generation."""
def generate_code(self, task: Dict[str, Any]) -> Dict[str, Any]:
"""Generate code to implement the solution."""
# Placeholder - would use shared.codegen_tool in production
result = {
"code": "# Python code implementation",
"language": "python",
"dependencies": ["numpy", "pandas", "scipy"],
"complexity": "medium"
}
return result
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