AI-ML Python Example of Document Summarizer

Here is a short video of using UiPath to convert a PDF document to clean text (removing special characters etc). Then passing the clean text to a Machine Learning Natural Language algorithm in Python (uses nltk) to summarize the text, then passing the summary back to UiPath for further use.


thats a great article with UiPath and NLP!

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Interesting. What use cases have you seen this applied in?

Hi @ronanpeter,

For example in Insurance, summarizing large claim requests, i.e. the claimants description.
The shorter summary is used to triage the claim request to help re-direct it to the most appropriate assessor for full detailed assessment.
The summary saves the triage team from having to read lengthy descriptions.