Abstract:This paper takes the scientific and technological information knowledge service research model reform under the data-driven environment as the starting point, and proposes an agile big data construction idea and overall framework that integrates the scientific and technological data resource governance "big middle station" and the knowledge service "small front desk". Taking the construction of energy science and technology knowledge service platform as a demonstration, a situational awareness environment for energy science and technology knowledge services is initially formed, which provides effective support for the development of science and technology information knowledge services that support decision-making. Effectively manages the energy science and technology big data resource system through the construction of science and technology intelligence data center, combines with agile microservice application technology to quickly build rich intelligence service functions, and effectively forms a variety of user scenario-oriented energy technology knowledge service product systems. The application of agile big data to the construction of a scientific and technological information knowledge service platform is an important exploration in a data-driven environment, which better empowers the innovation and iteration of scientific and technological intelligence service.