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https://github.com/rohitg00/ai-engineering-from-scratch.git
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Rohit Ghumare
d1cb9d1933
Book pipeline: six-volume EPUB/PDF compilation built by CI from lesson sources (book/, scripts/build_book.py, themed title pages with edition stamps, site-matching print theme), attached to every GitHub release. Homepage Books section and README section link the latest release. Fundamentals-first headline policy across the course: 16 lesson titles and 30+ taglines/section headings now lead with the concept (agent state machines, actor model, role-based teams, memory paging, serving engine internals, permission modes); framework and product names are demoted to attributed in-body examples. README, ROADMAP, quizzes, and prerequisite references synced. New agent-memory taxonomy section maps memory types to representative implementations. Vendor-neutral model policy: runnable defaults read the LLM_MODEL env var with undated aliases; dated snapshot ids removed; multi-provider phrasing in the setup lesson. Lessons deepened with original material: prediction-game origins of perplexity (05/16), scripted-era chatbot lineage 1950-2001 (05/17), causal-triangle derivation from prefix averaging plus GPT-5 date fix (07/07). Three new animated site figures back them (figures-history.js). llms.txt now carries per-lesson raw markdown links so agents can fetch full lesson text directly. Bug fixes verified with executed repros: capstone solved flag keyed to test results, 405B cost estimator overflow, f-string crash on Python <3.12, no-torch demo path, negative stable BCE, all-zero stationary distribution, inverted Cohens d, per-lesson quiz panel, lesson-fetch retry with honest errors, decision-trees doc completed, editor shortcuts, rustc run command, Docker python3.12 build with doc sync, git lesson fork flow, FIPA receiver field, fnm under Rosetta, 15 curl-verified link fixes, remaining imdb dataset id spot.
88 lines
1.3 KiB
CSS
88 lines
1.3 KiB
CSS
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