In this section, we will learn about some basic statistical modeling approach to build an information retrieval systems using TF-IDF which we can use with the NLP pipelines to build fully functional chatbots. Also, later on, we will learn to build a much more advanced conversational bot which can extract a specific piece of information like location, capture time, etc using NER.