Makaut Telegram Bot

I am working on a project of creating makaut telegram bot which can feature latest makaut notifications on telegram but facing many errors as makaut doesn’t have proper notification sitemap plus it is very much unorganised so trying to implement gemini ai flash to read the date on uploaded pdf files and the filter it using scraper and stored the recent notifications in SQLlite…. anyone has better suggestions