semantic-similarity-cli

Summary:

semantic-similarity-cli is a command-line tool leveraging NLP models to compute semantic similarity directly from your terminal. All computations are done locally.

How It Works

On first use, the tool automatically downloads and installs the Instructor embedding model. This model is then used to compute the semantic similarity of text inputs.

Installation

Install using pip:

pip install semantic-similarity-cli

Usage

Compare the similarity of input text to a given phrase:

semsim "Lorem ipsum"

Find the most similar commits to a specified sentence:

git log --oneline -n 100 | semsim "refactor rest controllers" | sort -n -r | head

Filter commits based on a minimum similarity score (e.g., 0.6):

git log --oneline -n 100 | semsim "refactor rest controllers" | awk '$1 >= 0.6'

License

MIT