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Department of Media and Communication Center for Communication Research
Computational Communication

AI for farmers: a speech dialog app for pesticide safe use
(funded by Bill & Melinda Gates Foundation Grand Challenges Catalyzing Equitable Artificial Intelligence (AI) Use, approved in November 2023)

This project develops a chatbot for farmers to inquire about the correct usage of pesticides. Initially, we curate a database of all pesticides sold in China. Using a large language model (LLMs), we extract information from pesticide manuals to curate this database. We then employ the Retrieval-Augmented Generation (RAG) technique to integrate the LLM and the database, enabling the chatbot to answer farmers' queries effectively.

Highlights

  • This is the first project of its kind, utilizing cutting-edge communication technology to address major social issues.

Principal Investigator

Prof. Xiaofan LIU

Team Member

Mr. Liping BIAN
Jiangsu Academy of Agricultural Sciences (JAAS)

Keywords

Farmers, Pesticide, Chatbot, Large Language Models

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