Microsoft introduced GPT-RAG, an Enterprise RAG Solution Accelerator which addresed challenges in deploying large language models (LLMs) using RAG pattern within enterprise environments.

It incorporates auto-scaling capabilities, utilizes Azure services like Cosmos DB for analytical storage and a zero-trust architecture overview for high security, and features a comprehensive observability system through Azure Application Insights.

GPT-RAG enables efficient harnessing of reasoning capabilities in LLMs, allowing existing models to process new data and generate responses without constant fine-tuning, simplifying integration into business workflows.