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Generative AI & LLM Engineering: From Foundations to Production - Materials

The most complete GenAI reference pack. Covers LLM internals, RAG system design, agent architectures, prompt patterns, and cost optimization guides.

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✓RAG System Diagrams
✓Prompt Pattern Library
✓Agent Architecture Guide
✓Cost Calculator
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Topics Covered

LLM InternalsRAGAgentsPrompt EngineeringVector DBsEvaluation

What's Included

✓RAG System Diagrams
✓Prompt Pattern Library
✓Agent Architecture Guide
✓Cost Calculator

Why These Study Materials?

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Structured for fast revision
Content is dense and to the point — perfect for last-minute exam or interview prep.
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Written by AI practitioners
Not textbook summaries. Written by engineers who work with these technologies daily.
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Advanced-level depth
Tailored for advanced learners. Covers essential concepts without unnecessary padding.
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Lifetime access + updates
One-time purchase. Access forever, including updates when course content changes.
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Notes for Our Video Courses

We have huge video courses with 38–74 lessons each. These study materials are the written companion to those videos — so you can revise concepts quickly without rewatching entire lessons.

Browse Video Courses →

Frequently Asked Questions

What is included in the Generative AI & LLM Engineering: From Foundations to Production - Materials?
RAG System Diagrams, Prompt Pattern Library, Agent Architecture Guide, Cost Calculator.
What topics does this material cover?
Covers: LLM Internals, RAG, Agents, Prompt Engineering, Vector DBs, Evaluation.
What difficulty level is this?
Designed for Advanced level learners in AI/ML.
Is this a PDF or video content?
This is a study material pack (PDF notes, cheat sheets, diagrams). These are the written companions to our video courses — you can revise concepts without rewatching videos.
Do I get lifetime access?
Yes. One purchase gives you lifetime access including all future content updates.
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