summarizer.py

basic summarizer script

Make sure you have Python and the required NLTK library installed.

to install the NLTK library, you can use the following command in your terminal or command prompt: pip install nltk

content of the input text, the number of sentences in the input, and the value you set for the num_sentences parameter when calling the

summarize_text function.

In the script provided the default value for num_sentences is 3. This means that the script will attempt to extract the top 3 most important # sentences from the input text based on word frequencies.

Here are some general Tips:

Short Input Texts: For short input texts, the output summary may also be short, potentially consisting of just a few sentences.

Long Input Texts: If the input text is longer and more complex, the script may still produce a summary with a relatively small number of

sentences. The goal is to capture the most important information.

Adjusting num_sentences: You can control the length of the output summary by adjusting the num_sentences parameter when calling the

summarize_text function. Increasing this value will result in longer summaries.