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Discussion4
Michael Chang·20h ago
The section on Context Windows vs RAG was really illuminating. I've been debating which approach to take for our internal knowledge base.
Do you think the 1M+ context windows in newer models will eventually make RAG obsolete?
Sarah ChenAuthor·18h ago
Great question, Michael! I don't think RAG is going away anytime soon. Even with huge context windows, RAG offers better latency, cost-efficiency, and most importantly - the ability to cite sources explicitly.
Priya Patel·Dec 22, 2025
I finally understand how Positional Encodings work! The visual analogy with the clock hands was brilliant. 👏
DevOps Ninja·Dec 22, 2025
Any chance you could cover Quantization (GGUF/GPTQ) in a future post? trying to run these locally on my MacBook and it's a bit of a jungle out there.