Closed Doamin Question Answering System : System is capable of answering questions that come under a specific domain Text based Information Retrieval System : The system makes use of an unstructured document to answer the questions by retrieval of the relevant answer from the document. Concepts used : TF-IDF Vectorization, Parts Of Speech(POS) Tagging, Named Entity Recognition(NER)