WeBirA has emerged as a prominent framework in the field of machine learning. This article provides a thorough analysis of WeBirA, investigating its architecture, capabilities, and use cases. Additionally, we will assess the strengths and limitations of WeBirA, providing perspectives for researchers and developers interested in this groundbreaking