During the project development, a notable hurdle emerged in integrating two distinct features: a chatbot and a quiz generator. Ensuring seamless coordination between these separate functionalities presented a challenge in maintaining a cohesive user experience. To overcome this obstacle, we meticulously designed an architecture that delineated the interaction flow between the chatbot and the quiz generator. Developing distinct APIs for each feature facilitated efficient data exchange while allowing them to function independently. Rigorous testing and iterative refinement ensured the smooth integration of both features, resulting in a cohesive solution that seamlessly incorporated both the chatbot and quiz generator functionalities, enhancing the overall user experience.