AI applications often rely on external APIs such as LLM providers, embedding services, vector databases, and third-party tools. These services typically enforce strict rate limits, usage quotas, and pricing tiers. Without proper control mechanisms, your system can quickly exceed limits, experience service disruptions, or incur unexpected costs.

In this chapter, we explore how to manage and protect AI systems using rate limiting and API management techniques.