Nutrition and Food Suggestions for Healthcare using Chatbot

Nowadays people are suffering from health issues because of low nutrition. People didn't correctly maintain their health and did not take the necessary nutrition. So many of the people are suffering and don't know which nutrition to take and their levels. A chatbot is proposed to suggest nutrition and healthy food for a healthier life. The chatbot will answer the queries placed by the user. Chatbot serves as a reliable companion to lead a healthy lifestyle. To improve its abilities, chatbot incorporates ML techniques such as Support Vector Machine (SVM). The SVM is used to perform classification and regression tasks on user queries, allowing the chatbot to understand and respond to a wide range of health-related questions Additionally, the Random Forest algorithm enhances the system’s ability to analyse large datasets, ensuring precise and data-driven nutrition recommendations. actively engages users in leading a healthier lifestyle by generating personalized dietary plans. By considering individual health parameters and nutritional needs, the chatbot personalizes its recommendations to suit the unique requirements of each user. Actively engaging users in their search for a healthier lifestyle, the chatbot goes beyond giving generic advice by generating personalized dietary plans. By considering individual health parameters and nutritional requirements, the chatbot personalizes its recommendations to align with the requirements of each user. Furthermore, the inclusion of BMI calculations adds a quantitative dimension to the overall approach, contributing to enabling more informed health management decisions.