- Add chatbot UI - Add admin dashboard(chat sessions, analytics dashboard, settings[add more materials]) - Add ability for remebering last chat - Add ability to add more pdf materials - Change the storage to use s3 or cloudinary or azure cloud - Add rate limits and security measures