What is an LLM Gateway?
Blog post from Portkey
Over recent years, Large Language Models (LLMs) have evolved from experimental tools to essential infrastructure in AI-driven organizations, but their integration often remains inefficient with model-specific APIs and fragmented monitoring. This complexity necessitates the emergence of LLM Gateways, which act as centralized control planes between applications and LLMs, streamlining operations by standardizing model access, governance, and performance. These gateways address challenges such as varying API formats, model selection, resource management, and security, ensuring reliable and cost-effective LLM usage at scale. Portkey's LLM Gateway is highlighted for its ease of adoption, robust security, flexible deployment options, and open-source nature, facilitating seamless integration into existing systems while meeting regulatory and operational requirements. By reducing coordination costs and enabling dynamic routing across multiple models and providers, LLM Gateways enhance reliability and compliance, positioning them as crucial components for managing AI infrastructure in production environments.
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