WeBirA has emerged as a leading framework in the field of website automation tools natural language processing. This article provides a comprehensive exploration of WeBirA, delving into its design, capabilities, and real-world implementations. Moreover, we will assess the strengths and drawbacks of WeBirA, providing guidance for researchers and de