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Installing 768GB of DDR5 ECC registered memory into a server build. At this capacity, memory becomes the foundation of the system. Large datasets, virtual machines, in memory databases, and AI workloads can stay resident in RAM instead of waiting on storage. ECC corrects memory errors on the fly, and registered DIMMs keep the system stable at high capacities, which is exactly what a server running around the clock needs. Every module is inspected on arrival, seated by hand, and validated in the
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Knowing the difference helps you design better AI systems instead of just memorizing buzzwords. Here’s a quick cheat sheet: • RAG vs Agentic RAG – RAG retrieves information once before generation. Agentic RAG can reason, use tools, perform multiple retrieval steps, and refine its search based on intermediate results. • Vector Database vs Graph Database – Vector databases retrieve semantically similar information using embeddings. Graph databases model entities and explicit relationships, making
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