How to integrate OpenShift AI and PG Airman MCP Server

· Red Hat · June 25, 2026, 7:30 a.m.
Software Architecture data governance FastAPI Agentic AI
Summary
This post delves into the engineering behind integrating OpenShift AI with PG Airman MCP servers, exploring container-level architecture, user query flows, and message formatting for agentic AI applications. It contrasts high-level frameworks like Llama Stack with lower-level Python libraries and discusses strategies for managing LLM inference and tool integration, providing insights for developers on building robust AI solutions.
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