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Text Summarization

This repository contains an LLM based text summarization model. The model is designed to summarize files containing text (.txt/.pdf/.md) into concise summaries.

Follow the instructions below to run the server.

Install dependencies

Run this in the root directory of the project:

poetry install

Activate the environment:

poetry env activate

Using the CLI

You can use the CLI to summarize text files. Run this in the root directory of the project:

poetry run python text_summary/cli.py --input_dir example_files --output_dir output --model gemma3:1b

Start the server

Run this in the root directory of the project:

python -m text_summary.server

Use RescueBox-Desktop to connect to the server and classify images.

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