Run in Production

This chapter will help you learn about two major deployment related concepts in AI - MLOps and LLMOps. You will learn the difference between the two and understand the challenges one faces during the deployment of an LLM based application. Additionally, you will learn about various problems which can occur in such applications due to the nature of the prompt. Additionally, the chapter will bring your attention to safety and privacy related issues. Lastly, you will gain an understanding about the role of latency in LLM based applications.