An architecture for a robust custom AI chatbot backed by Vertex AI with Gemini and fully managed GCP services. Cloud-Based: Scalable platform will ensure high availability and performance. Reduced Development Time: Significantly reduce the time and effort required to build and deploy custom AI chatbots. Scalability and Performance: Ensure that the chatbots can handle high volumes of traffic and maintain optimal performance. 

The solution democratizes the development of AI chatbots, making them accessible to wider enterprises and various domains."