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Aufbruch

Klein S: New Beginnings

New Beginnings

Why Change Is Hard and How We Can Achieve It

Sustainable Computing and Optimization

Trends and Future Challenges

Managing Sustainable Operations of Logistics and Supply Chain Management

Retrieval-Augmented Generation (RAG) represents the cutting edge of AI innovation, bridging the gap between large language models (LLMs) and real-world knowledge. This book provides the definitive roadmap for building, optimizing, and deploying enterprise-grade RAG systems that deliver measurable business value.
This comprehensive guide takes you beyond basic concepts to advanced implementation strategies, covering everything from architectural patterns to production deployment. You'll explore proven techniques for document processing, vector optimization, retrieval enhancement, and system scaling, supported by real-world case studies from leading organizations.
Key Learning Objectives
<ul>
<li>Design and implement production-ready RAG architectures for diverse enterprise use cases</li>
<li>Master advanced retrieval strategies including graph-based approaches and agentic systems</li>
<li>Optimize performance through sophisticated chunking, embedding, and vector database techniques</li>
<li>Navigate the integration of RAG with modern LLMs and generative AI frameworks</li>
<li>Implement robust evaluation frameworks and quality assurance processes</li>
<li>Deploy scalable solutions with proper security, privacy, and governance controls</li>
</ul>
Real-World Applications
<ul>
<li>Intelligent document analysis and knowledge extraction</li>
<li>Code generation and technical documentation systems</li>
<li>Customer support automation and decision support tools</li>
<li>Regulatory compliance and risk management solutions</li>
</ul>
Whether you're an AI engineer scaling existing systems or a technical leader planning next-generation capabilities, this book provides the expertise needed to succeed in the rapidly evolving landscape of enterprise AI.
What You Will Learn
<ul>
<li>Architecture Mastery: Design scalable RAG systems from prototype to enterprise production</li>
<li>Advanced Retrieval: Implement sophisticated strategies, including graph-based and multi-modal approaches</li>
<li>Performance Optimization: Fine-tune embedding models, vector databases, and retrieval algorithms for maximum efficiency</li>
<li>LLM Integration: Seamlessly combine RAG with state-of-the-art language models and generative AI frameworks</li>
<li>Production Excellence: Deploy robust systems with monitoring, evaluation, and continuous improvement processes</li>
<li>Industry Applications: Apply RAG solutions across diverse sectors, including finance, healthcare, legal, and technology</li>
</ul>

Advanced Techniques and Production-Ready Solutions for Enterprise AI

Mastering Retrieval-Augmented Generation

"The first annotated edition of the book that shocked the Victorian world and continues to generate controversy today"-- Provided by publisher.

An Annotated Edition of Darwin’s Classic Work

The Descent of Man

Philosophy of, for, and by Social Robotics

Robophilosophy

Routledge International Handbooks

The Routledge International Handbook of Ethnographic Film and Video

An Interdisciplinary Framework

Dreams, Narrative, and Liminal Cognition

On Photography and Social Media

The Social Photo

A How-To Guide for Implementation and Management

AI for Public Relations

Building a Program for Strategy and Oversight

Practical AI Governance

Triangulating AI Security

Building and Deploying AI Applications at Scale

ML and Generative AI in the Data Lakehouse

When you think about the tools at our disposal to address the ecological, social and biodiversity challenges we face today, accounting might not immediately come to mind. And yet it is accounting standards, not science and not public policy, that set out how profit is calculated, which in turn drives investment decisions. What if we demanded that those standards reflect the true cost of business and its consequences?Unless we look again at these fundamental principles, which have gone under the radar for so long, capital markets will continue to contribute to inequality, nature loss and climate change. What's remarkable is that we already have in place everything we need for a more just and complete approach to accounting, and forward-thinking businesses are beginning to recognize that.Jeremy Nicholls - accountant, sustainability professional, historian and activist - sets out a vision for new way of accounting, and it's one that we can adopt immediately.

How financial accounting is damaging the world (but can help repair it)

The Accounting Paradox

New Beginnings

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