generate_python_function
Convert verified SymPy derivation steps into executable Python functions with specified parameters, descriptions, and return values.
Instructions
Generate a Python function from VERIFIED derivation steps.
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⚠️ PREREQUISITE: All expressions must be verified with SymPy-MCP first!
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Correct workflow:
1. Use SymPy-MCP to derive and verify each expression
2. Use print_latex_expression() to show results to user
3. User confirms the derivation is correct
4. Call this tool with the verified expressions
The generated code uses SymPy for computation, ensuring correctness.
This is NOT Agent-generated code - it's assembled from verified steps.
Args:
name: Function name (e.g., "calculate_seatbelt_tension")
description: Function docstring description
parameters: List of {"name": str, "type": str, "description": str}
steps: List of {"description": str, "expression": str, "result_var": str}
return_vars: Variables to return
Returns:
Generated Python code
Example:
generate_python_function(
name="calculate_tension",
description="Calculate seatbelt tension from collision",
parameters=[
{"name": "M1", "type": "float", "description": "Vehicle 1 mass (kg)"},
{"name": "M2", "type": "float", "description": "Vehicle 2 mass (kg)"},
{"name": "v", "type": "float", "description": "Initial velocity (m/s)"},
{"name": "m", "type": "float", "description": "Person mass (kg)"},
{"name": "k", "type": "float", "description": "Seatbelt constant (N/m)"},
],
steps=[
{"description": "Final velocity after collision",
"expression": "M1 * v / (M1 + M2)",
"result_var": "v_f"},
{"description": "Velocity change",
"expression": "v - v_f",
"result_var": "delta_v"},
{"description": "Maximum tension",
"expression": "delta_v * sqrt(m * k)",
"result_var": "T_max"},
],
return_vars=["v_f", "delta_v", "T_max"]
)
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| name | Yes | ||
| steps | Yes | ||
| parameters | Yes | ||
| description | Yes | ||
| return_vars | Yes |
Output Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||