Building a Pesticide Product Image Recognition System with AWS Bedrock Vision LLM and OpenSearch
Kyung Nong FarmingNote Enhancement Project — Sharing the design and implementation of an AI system that automatically searches product information from a single pesticide product photo. Project Background Kyung Nong had previously built a generative AI-based agricultural chatbot with AWS and Megazone Cloud. Using a RAG architecture with Amazon Bedrock Claude Sonnet 3.5 and OpenSearch, the service automatically responded to crop protection product queries in natural language. While operating this chatbot, we received meaningful field feedback and a new proposal from Kyung Nong. Given that many elderly farmers work in the field, typing long and unfamiliar pesticide product names on smartphones was very cumbersome. ...