Portkey's AI Gateway serves as an interface between applications and hosted LLMs. It optimizes API requests to OpenAI, Anthropic, Mistral, Llama2, Anyscale, Google Gemini, and more through a unified API, achieving smooth routing. This gateway is fast, lightweight, with an in-built retry mechanism, supporting multi-model load balancing to ensure application reliability and performance.