llmexec: Execute LLM-Generated Python Code

llmexec is a Python library that allows you to automatically execute python code snippets generated by large language models (LLMs). It's useful for projects that require automated code generation and execution and is a drop-in replacement for the python exec() function.

Installation

pip install llmexec

Usage

from llmexec import llmexec

# LLM-generated code
llm_output = """
# Generate random data plot using matplotlib
import matplotlib.pyplot as plt
import numpy as np

x = np.random.rand(10)  # 10 random x values
y = np.random.rand(10)  # 10 random y values

fig, ax = plt.subplots()
ax.scatter(x, y)
ax.set_xlabel('X')
ax.set_ylabel('Y')
ax.set_title('Random Data Plot')
plt.show()
"""

# Execute the LLM-generated code
llmexec(llm_output)

llmexec will automatically parse and execute the LLM-generated code snippet, displaying a random data plot using matplotlib.

Features

• Automatically execute LLM-generated code snippets
• Parses out code from LLM outputs
• Trusted execution environment using restrictedpython
• Detailed logs and execution status
• Timeout and memory limits to prevent abuse

License

MIT License