Setup the Necessary Infrastructure

This issue involves the establishment and configuration of the necessary infrastructure components to provide a robust, scalable, and secure foundation for the deployment and operation of the Retrieval-Augmented Generation (RAG) system. The infrastructure setup will include servers, databases, cloud services, and other essential components required to support the system's functionality, performance, and scalability.

The goal is to ensure that the infrastructure is properly configured, optimized, and ready for seamless integration with the RAG system components.