Sentence Recommender with Python

What to write next? What are the best words to use for the next sentence? If you are familiar with that problem then it is the time to create your own sentence suggestion tool. This is just a simple tool but you will always be able to make modifications. It works by comparing sentences using cosine similarity from a collection of text sources. You can expect to get better suggestions by collecting more text documents. And of course by applying a more sophisticated word representation and classifier, better results can be achieved.