WeBirA has emerged as a powerful framework in the field of machine learning. This article provides a in-depth exploration of WeBirA, examining its architecture, capabilities, and use cases. Additionally, we will evaluate the strengths and weaknesses of WeBirA, providing perspectives for researchers and developers exploring this cutting-edge techno