The Context Server (Bare-Metal Edition)

A sovereign AI is only as smart as its memory retrieval speed. **The Physical Context Server** is engineered specifically to eliminate bottlenecks in Retrieval-Augmented Generation (RAG) and Model Context Protocol (MCP) workflows. While traditional servers balance compute and storage, this machine is purely focused on **I/O throughput and immense RAM capacity**. It is designed to hold massive Qdrant or Milvus vector databases entirely in memory, ensuring lightning-fast context provision to your inference nodes (like the Rohan or Sidecar). **Hardware Specifications:** - **Compute:** AMD EPYC 7000 Series (High PCIe lane count) - **Memory:** 256GB ECC DDR4 LRDIMM (Massive capacity for in-memory vector indexing) - **Storage (Hot):** 4x 2TB U.2 Enterprise NVMe (Configured in ZFS RAID 10 for hyper-fast read speeds) - **Networking:** Dual 25GbE SFP28 (To feed inference nodes without latency) **Software Payload:** - Aviary OS (Data Node Variant). - Bare-metal tuned Qdrant instance. - Pre-configured FastMCP ingestion pipelines. *Built-to-order. Freight shipping required.*