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Repository reasoner that uses LLM, instead of a real project or framework or library

Project description

Repositories Reasoner

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Repositories Reasoner is a command-line application that facilitates llm capabilities to reason about different aspects of repository. Primary task that can be solved using repositories reasoner is to determine whether repository maintained or not.

Motivation. During the work on CaM project, where we're building datasets with open source Java programs, we discovered the need for filtering out repositories that not maintained. This repository is portable command-line tool that filters those repositories.

How to use

First, install it from PyPI like that:

pip install repo-reasoner

then, execute:

repo-reasoner is-maintained --repository=author/repository_name --key=your_gigachat_api_key

For --repository you should provide a name of existing Github reposioty, in a format author/repository_name. The result would be printed into stdout. If repo-reasoner thinks that a given repository is maintained, it will answer yes, and no otherwise. If you feel missed, try --help and tool will explain to you what you should do.

Limitations

In current implementation, you have no other options but gigachat as a llm.

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