Polyglot-Based Random Sentence Generator

This function uses the Polyglot library to generate random sentences in a specified language. It first downloads the necessary models and then uses these models to generate sentences.

Technology Stack : Polyglot library, Text object, sentence generation, language models

Code Type : The type of code

Code Difficulty : Advanced

                
                    
def random_sentence_generator(language, num_sentences=1):
    from polyglot.text import Text
    from polyglot.downloader import downloader

    # Download necessary models for the given language
    downloader.download('embeddings2.en')
    downloader.download('sentences2.en')

    # Initialize the Text object with the input language
    text = Text('This is a sample sentence.', language=language)

    # Generate random sentences using the Text object
    generated_sentences = [text.random_sentence() for _ in range(num_sentences)]

    return generated_sentences