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Docker is an open-source platform used to run software applications in isolated, portable containers. Unlike virtual machines, containers are isolated at the operating system level and require fewer resources. In particular, Docker provides significant advantages in artificial intelligence (AI) projects by enhancing portability, reproducibility, and dependency management. For instance, Docker resolves common issues such as “environment reproducibility” and dependency conflicts in machine learnin

The flexibility and extensibility requirements of software systems have increased the importance of modular architectural approaches. In this context, "plugins" are defined as independent functional components that can be added to software applications. Plugins allow adding new features or customizing existing functionality without changing the basic structure of the main application. This structure facilitates software maintainability, maintenance and user-specific adaptations. Plugin-based arc