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added a big update to my open source AI system design guide

added a big update to my open source AI system design guide. every core component now built from scratch in pure python, tokenizer to kv cache to rag to agent loop to evals, 14 modules that run offline with one command. updating it frequently as i learn. https://t.co/MOAyB2417U

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