Cerelyze is a tool designed for engineers, researchers, and academics to transform technical research papers into usable code. It offers three key functions: 1. **Understanding:** Engage in meaningful conversations with papers to gain a deep comprehension of their content. 2. **Implementation:** Automatically convert methods discussed in papers into Python code or step-by-step instructions, saving time and effort. 3. **Execution:** Quickly grasp the paper's concepts and observe output results by running example cases. Cerelyze also handles equations, tables, and graphical data, aiding engineers in rapidly prototyping algorithms and accelerating innovation.