generate_python_function
Compile verified symbolic derivations into a reusable Python function. Input verification steps, parameters, and return variables to generate executable code.
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 assembles the provided expressions into a Python
function; it does not perform new symbolic calculations. The expressions
must already be verified before calling this tool.
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:
dict with keys ``success``, ``code`` (the generated Python function),
``function_name``, ``parameters``, and ``returns``.
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 | |||