Summarizer() class object

[pszemraj]

• introduces a Summarizer class object defined in summarize.py
• this helps organize/wrangle the many functions required for processing & enables easier usage in python API

fairly straightforward

from textsum.summarize import Summarizer

summ = Summarizer()
output_path = summ.summarize_file('test.txt', batch_length=1024)
print(f"summary saved to {output_path.resolve()}")

Summarizer of course, accepts several different kwargs for defining model and so on

[pszemraj]

colab notebook showing that the class works in MWE fashion.

still need to update CLI script with new class API

[pszemraj]

👍 tested and gpu works on colab for all 3 main fns with the class, see gist with notebook

[pszemraj]

status: everything should work except the UI in app.py which needs to be updated with the Summarizer class api

[pszemraj]

the UI works