llm_dep_extractor

llm_dep_extractor is a Python package designed for extracting required pip package names from Python code snippets using LLMs and llmatch.

Installation

To install llm_dep_extractor, use pip:

pip install llm_dep_extractor

Usage

Here's a simple example demonstrating how to use the package:

from llm_dep_extractor import extract_required_pip_packages
from langchain_llm7 import ChatLLM7
# Initialize your LLM model
llm = ChatLLM7()

code_sample = '''
import numpy as np
import pandas as pd
# some code here
'''

# Extract package names
packages = extract_required_pip_packages(code_sample, llm)
print(packages)

Features

• Extracts up to 10 package names from Python code snippets
• Uses LLMs with a defined prompt pattern
• Ensures unique, properly formatted package names

Contributing

Contributions, issues, and feature requests are welcome! Feel free to check the issues page.

License

llm_dep_extractor is licensed under the MIT License.

Author

Eugene Evstafev <hi@eugene.plus>