Agri Lakshmi is a voice-based assistant that helps farmers by providing quick and accurate answers to their agriculture-related questions through a simple voice interaction. Farmers can ask questions in Telugu by speaking, and the system will listen to their question, search for the answers from the documents, and respond back in Telugu using a female voice.