Abstract: This paper proposes the implementation of a system called Summer-Riser, which is an automated text summarization bot using Natural Language Processing (NLP) approaches. This paper provides a complete explanation of how the system works and gives responses to its use. The bot works based on taking the URL as user input, extracting the text, preprocessing the text, and providing the answer to the question asked by the user by summarizing the text. The paper will help both commoners and technically skilled people and researchers to understand how the NLP approaches can be used to develop a text summarization model. The authors have provided an in-depth explanation regarding the models like langchain etc. used to develop the system and various current trends in the field of NLP.

Keywords: Text Summarization, Natural Language Processing (NLP) and langchain

| DOI: 10.17148/IARJSET.2024.11507