Project that implements constrained summarization

Here I've assembled a little demo on what exactly can summarization can do.

What does the app do:

1. Takes a text
2. Takes a goal number of sentences
3. Magically produces output :) (for details check out notebooks/ folder)

Launching the project locally

1. git clone the repository
2. cd summ
3. docker-compose up to create a docker image and launch it
4. Navigate to 127.0.0.1:8911/ in your browser for a demo page.

REST

1. Send a POST request to "/" with json in a form of
   • {"text": "your text", "constraint": int}
2. The result will be in a form of {"text": "resulting text"}
3. The REST server is based on FastAPI, so refer to /docs for API details.

The sweetest part is in /notebooks folder

• I provide several approaches to the tasks with some research on the topic
• Some baseline models
• As well as some ideas on how to improve the quality