RAG Chatbot: AWS Deployment

In a previous blog, we created a RAG chatbot using Qdrant, and FastAPI. In this blog, we will deploy the chatbot as an API using Docker and AWS. What does it mean to deploy an application? Deployment is the process of making an application available for use, this does not necessarily mean that the application is in production. Deployment can be done in different environments, such as development, staging, and production.