title: Ð¤Ð¸ÑÐ½ÐµÑ ÑÐµÐ»ÐµÐ³ÑÐ°Ð¼ Ð±Ð¾Ñ Ñ Ð¸ÑÐºÑÑÑÑÐ²ÐµÐ½Ð½ÑÐ¼ Ð¸Ð½ÑÐµÐ»Ð»ÐµÐºÑÐ¾Ð¼
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Fitness Telegram-bot with artificial intelligence
Creators: name: ÐÐµÐ²Ð°ÑÐ¾Ð², ÐÐ¸ÑÐ°Ð¸Ð»
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2024
Subjects: Ð¸ÑÐºÑÑÑÑÐ²ÐµÐ½Ð½ÑÐ¹ Ð¸Ð½ÑÐµÐ»Ð»ÐµÐºÑ
Python
Telegram
artificial intelligence

description: Ð¦ÐµÐ»Ñ Ð²ÑÐ¿ÑÑÐºÐ½Ð¾Ð¹ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÑ: ÑÐ¾Ð·Ð´Ð°Ð½Ð¸Ðµ Telegram Ð±Ð¾ÑÐ°, ÐºÐ¾ÑÐ¾ÑÑÐ¹ Ð¿Ð¾Ð¼Ð¾Ð³Ð°ÐµÑ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÑÐ¼ ÑÐ»ÑÑÑÐ¸ÑÑ ÑÐ²Ð¾Ð¸ Ð¿Ð¸ÑÐµÐ²ÑÐµ Ð¿ÑÐ¸Ð²ÑÑÐºÐ¸ Ð¸ Ð·Ð´Ð¾ÑÐ¾Ð²ÑÐµ Ñ Ð¿Ð¾Ð¼Ð¾ÑÑÑ Ð¿ÐµÑÑÐ¾Ð½Ð°Ð»Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð½ÑÑ ÑÐµÐºÐ¾Ð¼ÐµÐ½Ð´Ð°ÑÐ¸Ð¹ Ð¿Ð¾ Ð¿Ð¸ÑÐ°Ð½Ð¸Ñ Ð¸ Ð¿ÑÐµÐ´Ð»Ð¾Ð¶ÐµÐ½Ð¸Ð¹ ÑÐ°Ð·Ð½Ð¾Ð¾Ð±ÑÐ°Ð·Ð½ÑÑ Ð±Ð»ÑÐ´ Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ Ð²ÐºÑÑÐ¾Ð²ÑÑ Ð¿ÑÐµÐ´Ð¿Ð¾ÑÑÐµÐ½Ð¸Ð¹ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»Ñ. ÐÐ°Ð´Ð°ÑÐ¸, ÐºÐ¾ÑÐ¾ÑÑÐµ ÑÐµÑÐ°Ð»Ð¸ÑÑ Ð² ÑÐ¾Ð´Ðµ ÑÐ°Ð±Ð¾ÑÑ: 1.Â  ÐÐ½Ð°Ð»Ð¸Ð· ÑÑÑÐµÑÑÐ²ÑÑÑÐ¸Ñ ÑÐµÑÐµÐ½Ð¸Ð¹ 2.Â  Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð±Ð°Ð·Ð¾Ð²Ð¾Ð¹ ÑÑÐ½ÐºÑÐ¸Ð¾Ð½Ð°Ð»ÑÐ½Ð¾ÑÑÐ¸ 3.Â  Ð ÐµÐ°Ð»Ð¸Ð·Ð°ÑÐ¸Ñ Ð¾ÑÐ½Ð¾Ð²Ð½ÑÑ Ð¼Ð¾Ð´ÑÐ»ÐµÐ¹ 4.Â  ÐÑÐºÑÑÑÑÐ²ÐµÐ½Ð½ÑÐ¹ Ð¸Ð½ÑÐµÐ»Ð»ÐµÐºÑ Ð¸ Ð¼Ð°ÑÐ¸Ð½Ð½Ð¾Ðµ Ð¾Ð±ÑÑÐµÐ½Ð¸Ðµ 5.Â  Ð¢ÐµÑÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ Ð¿ÑÐ¾Ð´ÑÐºÑÐ° Ð Ð´Ð°Ð½Ð½Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÐµ Ð±ÑÐ» Ð¿ÑÐ¾Ð¸Ð·Ð²ÐµÐ´ÐµÐ½ Ð°Ð½Ð°Ð»Ð¸Ð·, Ð¾ÑÐ²Ð°ÑÑÐ²Ð°ÑÑÐ¸Ð¹ ÑÐ°Ð·Ð»Ð¸ÑÐ½ÑÐµ Ð°ÑÐ¿ÐµÐºÑÑ Ð¿ÑÐ¾ÐµÐºÑÐ°. ÐÑ Ð¸Ð·ÑÑÐ¸Ð»Ð¸ Ð¿Ð¾ÑÑÐµÐ±Ð½Ð¾ÑÑÐ¸ Ð¸ ÑÐµÐ»Ð¸ Ð¿Ð¾ÑÐµÐ½ÑÐ¸Ð°Ð»ÑÐ½ÑÑ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÐµÐ¹, ÑÐ°ÐºÐ¶Ðµ Ð±ÑÐ» Ð¿ÑÐ¾Ð²ÐµÐ´ÐµÐ½ ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ Ð°Ð½Ð°Ð»Ð¸Ð·, ÐºÐ¾ÑÐ¾ÑÑÐ¹ Ð²ÐºÐ»ÑÑÐ°Ð» Ð²ÑÐ±Ð¾Ñ Ð¾Ð¿ÑÐ¸Ð¼Ð°Ð»ÑÐ½ÑÑ ÑÐµÑÐ½Ð¾Ð»Ð¾Ð³Ð¸Ð¹ Ð¸ Ð°ÑÑÐ¸ÑÐµÐºÑÑÑÐ½ÑÑ ÑÐµÑÐµÐ½Ð¸Ð¹ Ð´Ð»Ñ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ¸ Ð±Ð¾ÑÐ°. ÐÑÐ» ÑÐ°ÐºÐ¶Ðµ Ð¿ÑÐ¾Ð²ÐµÐ´ÐµÐ½ Ð°Ð½Ð°Ð»Ð¸Ð· Ð´Ð°Ð½Ð½ÑÑ, Ð²ÐºÐ»ÑÑÐ°Ñ ÑÐ±Ð¾Ñ Ð¸ Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÑ Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¸ Ð¾ Ð¿Ð¸ÑÐµÐ²ÑÑ Ð¿ÑÐ¾Ð´ÑÐºÑÐ°Ñ Ð¸ Ð¿ÑÐµÐ´Ð¿Ð¾ÑÑÐµÐ½Ð¸ÑÑ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÐµÐ¹, Ð´Ð»Ñ ÑÐ¾Ð·Ð´Ð°Ð½Ð¸Ñ ÑÑÑÐµÐºÑÐ¸Ð²Ð½ÑÑ Ð¼Ð¾Ð´ÐµÐ»ÐµÐ¹ Ð¼Ð°ÑÐ¸Ð½Ð½Ð¾Ð³Ð¾ Ð¾Ð±ÑÑÐµÐ½Ð¸Ñ. Ð ÐµÐ·ÑÐ»ÑÑÐ°ÑÐ¾Ð¼ ÑÐ°Ð±Ð¾ÑÑ ÑÐ²Ð»ÑÐµÑÑÑ ÑÑÐ½ÐºÑÐ¸Ð¾Ð½Ð°Ð»ÑÐ½ÑÐ¹ Telegram Ð±Ð¾Ñ, ÐºÐ¾ÑÐ¾ÑÑÐ¹ ÑÑÐ°Ð» Ð½Ð°Ð´ÐµÐ¶Ð½ÑÐ¼ Ð¿Ð¾Ð¼Ð¾ÑÐ½Ð¸ÐºÐ¾Ð¼ Ð² ÑÐ¿ÑÐ°Ð²Ð»ÐµÐ½Ð¸Ð¸ Ð¿Ð¸ÑÐ°Ð½Ð¸Ñ Ð¸ Ð·Ð°Ð±Ð¾ÑÐµ Ð¾ Ð·Ð´Ð¾ÑÐ¾Ð²ÑÐµ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÐµÐ¹.
description: Purpose of the final qualification work: creation of a Telegram bot that helps users to improve their eating habits and health with the help of personalized nutrition recommendations and offers of various dishes based on the users taste preferences. The tasks addressed during the work: 1.Â  Â  Analyzing existing solutions 2.Â  Â  Development of basic functionality 3.Â  Â  Implementation of basic modules 4.Â  Â  Artificial intelligence and machine learning 5.Â  Â  Testing of the product In this paper, an analysis has been done covering various aspects of the project. We studied the needs and goals of potential users, technical analysis was also done which included selecting the best technologies and architecture for bot development. Data analysis was also performed, including collecting and processing food information and user preferences to create effective machine learning models. The result is a functional Telegram bot that has become a reliable assistant in nutrition management and user health care.