pip-dep-extractor 2025.9.101642

Extracts 10 valid Python package names from an LLM response using llmatch.

pip_dep_extractor

pip_dep_extractor is a Python package designed to extract exactly 10 Python package names from an LLM response, using a specified pattern and validation.

Installation

To install pip_dep_extractor, use pip:

pip install pip_dep_extractor

Usage

Using pip_dep_extractor is straightforward. Here's an example:

from pip_dep_extractor import extract_pip_dependencies
from langchain_llm7 import ChatLLM7

# Initialize your LLM instance here
llm = ChatLLM7(...)

custom_text = "This is a description of the package source."

try:
    dependencies = extract_pip_dependencies(llm, custom_text)
    print("Extracted dependencies:", dependencies)
except RuntimeError as e:
    print("Error:", e)

Short Example

from pip_dep_extractor import extract_pip_dependencies
from langchain_llm7 import ChatLLM7

llm = ChatLLM7()
custom_text = "Sample description of package that may include dependencies."

try:
    deps = extract_pip_dependencies(llm, custom_text)
    print("Dependencies:", deps)
except RuntimeError as e:
    print("Failed to extract dependencies:", e)

Author

Eugene Evstafev [e-mail]

Repository: https://github.com/chigwell/pip_dep_extractor