Agriculture Chatbot(AGRIBOT)Using Natural Language Processing
Chenchupalli Chathurya, Diksha Sachdeva, Mamta Arora · 2023
Agri-bot is a text-to-text chatbot which will help the farmers in answering the queries posed by them, in text form. Through text-to-text communication, farmers can interact with the chatbot to obtain information on various aspects of agriculture, such as weather updates, crop management practices, pest and disease control, and market prices for agricultural products. The chatbot uses different Natural Processing Techniques like lemmatization and tokenization and it is trained using sequential Model. The text-to-text chatbot is made in English which shows the accuracy 80% and Hinglish which shows the accuracy 85%. The use of an agriculture chatbot can improve farmers' productivity, reduce costs, and increase their access to information, particularly in areas where internet access is limited.