Overview

Are your Large Language Models underperforming? It's not your prompts-it's your context. You've built LLM applications, but they deliver inconsistent, generic, or inaccurate results. The problem isn't the model's intelligence; it's the quality of the information it's given. This book is your definitive guide to mastering the new, essential discipline of context engineering, transforming you from a basic prompt-tuner to a professional AI builder. Ultimate Context Engineering: Build Genius LLMs provides the proven strategies and practical techniques you need to create truly intelligent, reliable, and production-ready generative AI systems. This book is for: AI engineers, machine learning developers, and data scientists who want to move beyond basic prompt engineering to create robust, high-performance LLM applications and AI agents. Inside, you will discover how to: Implement Retrieval-Augmented Generation (RAG) to connect your models to a private knowledge base, giving them access to real-time, accurate data. Overcome token limits by mastering advanced data-structuring and summarization techniques. Engineer dynamic system prompts and manage conversational memory to build stateful, interactive assistants. Systematically reduce common LLM challenges like hallucinations and inconsistent output. Build a robust evaluation framework to measure and continuously improve your AI development process. Accelerate your journey from foundational knowledge to advanced, real-world LLM development. Stop guessing and start engineering. The future of high-performance AI is in context. Master it today.

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