AgroLLM: Connecting Farmers and Agricultural Practices through Large Language Models for Enhanced Knowledge Transfer and Practical Application
www.aimodels.fyi/papers/arxiv/a...s-through-large

Overview
- AgroLLM is an AI chatbot for agriculture knowledge-sharing
- Uses LLMs with Retrieval-Augmented Generation (RAG) framework
- Leverages open-source agricultural database for accurate responses
- FAISS vector database enables efficient knowledge retrieval
- Compared performance of Gemini 1.5 Flash, ChatGPT-4o Mini, and Mistral-7B
- ChatGPT-4o Mini with RAG achieved highest accuracy (93%)
- Designed to assist farmers, researchers, and agricultural professionals