whoknowswhocares / huggingface_textsummary

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TextSummary - service for text processing with api on FastApi and Gradio interface.

Dedicated service for Summarization and Sentiment of the text. For it, I use dockerized FastAPI server with simple Gradio interface. Additionally, there are lazy loading for ML models to release resources and verification to prevent bots from constantly using this service. API available through basic authentication.

You could check sevice on Huggingface Spaces

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How to install

Install software via terminal

First of all you need to have Poetry

pip install poetry

Clone github project, install dependencies

 git clone https://github.com/WhoKnowsWhoCares/Huggingface_TextSummary TextSummary \
 cd ./TextSummary \
 poetry install

Configure .env file

Rename .env_template to .env and fill variables:

• SITE_KEY, SECRET_KEY - constants for recaptcha v2 from google
• API_*** - constants for API authorization
• CAPTCHA*** - secrets on images from ./staric/images/*
• PORT - port for the service

To run

poetry run python run.py