AgriGuide: Agriculture AI development

The Kentucky Agricultural Extension Program, part of the University of Kentucky College of Agriculture, Food, and Environment, is designed to extend resources, services, and research-based knowledge to farmers, communities, and families across the commonwealth. Working in collaboration with the College of Agriculture, we created an adapter to help users find relevant information, navigate their website, and provide answers to questions in a conversational manner.

This is possible thanks to our recently developed tools leveraging RAG techniques. We can easily create vector datastores from papers, webpages, and data sets and retrieve the nearest semantically related and contextually relevant documents for a particular search query. The LLM can then use these records to enhance the prompt by giving it the relevant context needed to answer queries in a fashion that is consistent with the information stored in the vector datastore.