Abstract:Based on literature analysis, the current situation, problems, and challenges of agricultural technology innovation development in Guangzhou were analyzed, and the trend of modern agricultural technology innovation development was evaluated. New technological changes have accelerated the formation of a large-scale agricultural pattern, increased demand for diversification, quality, and nutrition, accelerated industrial transformation and upgrading, and agricultural technology has led the development of modern agriculture to break through resource and environmental constraints, The change in residents" consumption tendencies promotes the sovereignty of food consumption. The article elaborates on the functional positioning of modern agricultural technology innovation in Guangzhou: seed industry new variety creation center, food technology innovation center, agricultural new equipment manufacturing center, and digital agricultural property technology center. Propose countermeasures and suggestions from the main role of agricultural technology innovation platform, high-quality implementation of the "ear seed strong core" project, introduction and cultivation of high-level agricultural technology innovation teams, strengthening research and development of key agricultural technologies, strengthening agricultural technology promotion services, and cultivating high-quality farmers.