Need guidance setting up Local AI, Agents, MCP & RAG on an all-AMD Linux rig (7900 XTX / CachyOS)

This post seeks guidance on configuring local AI infrastructure on an AMD-based Linux system (7900 XTX GPU with CachyOS), specifically covering the setup of large language models via Ollama, AI agents, Model Context Protocol (MCP), and Retrieval-Augmented Generation (RAG) capabilities. The user is likely looking for recommendations on compatible tools, optimization strategies for AMD hardware, and best practices for integrating these components into a cohesive local AI system.

Source: r/ollama | 2026-06-07