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Ultimate Azure AI Services for Gen AI Solutions: Build Advanced Gen AI Solutions with Azure OpenAI, LangChain and Vector Databases to Enhance Efficien
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ISBN10: 9348107461
ISBN13: 9789348107466
Publisher: Orange Education Pvt Ltd
Published: May 8 2025
Pages: 468
Weight: 1.76
Height: 0.94 Width: 7.50 Depth: 9.25
Language: English
ISBN13: 9789348107466
Publisher: Orange Education Pvt Ltd
Published: May 8 2025
Pages: 468
Weight: 1.76
Height: 0.94 Width: 7.50 Depth: 9.25
Language: English
Master Generative AI with Azure OpenAI, AI Services, and advanced tools for real-world applications! Transform enterprise operations with this Azure OpenAI generative AI solutions guide. Discover how to build advanced GenAI apps with LangChain and Azure for smarter, faster business automation. Written for professionals and innovators, this book delivers practical, policy-compliant guidance on every aspect of enterprise GenAI with Azure AI services.
Book Description
Azure OpenAI provides unparalleled access to cutting-edge AI models, empowering enterprises to innovate, automate, and drive transformative business outcomes at scale. Ultimate Azure AI Services for Gen AI Solutions is your gateway to mastering Azure OpenAI and Azure AI services. Whether you're just starting out or looking to refine your skills, this book covers everything from foundational concepts to advanced techniques. Dive into topics like Large Language Models (LLMs), LangChain, vector databases, embeddings, and Python programming, with a focus on key Azure components such as Storage, Search Services, Azure OpenAI Studio, and Prompt Flow. Through step-by-step hands-on examples, you'll gain practical insights into the power of prompt engineering, advanced features of Azure's AI capabilities, and how to implement solutions in language, speech, and vision. You'll also explore ethical AI practices, ensuring responsible and impactful AI development. This book equips you with the skills to navigate the full Generative AI lifecycle-from development to deployment-ensuring your enterprise stays ahead in this fast-paced field. Don't miss your chance to transform your business with Azure's revolutionary AI tools-start building the future today! What You'll Learn:
1. Introduction to Generative AI
2. Exploring LLMs and Its Capabilities
3. Vector Database and Embedding Techniques
4. Prompt Engineering and Its Significance
5. Azure Storage for Azure OpenAI Implementations
6. Azure AI Search Services for Azure OpenAI Implementations
7. Getting Started with Generative AI Using Azure OpenAI Services
8. Advanced Azure AI Studio-I
9. Advanced Azure AI Studio-II
10. Generative AI Use Cases for Industries-I
11. Gen AI Implementation Use Case with Azure OpenAI-II
Index
- Step-by-step strategies for using vector databases for Azure GenAI workflows to optimize data and enhance intelligence.
- Hands-on examples of prompt engineering for Azure Large Language Models, so you can create precise business solutions.
- Real-world GenAI use cases for business automation to increase efficiency and drive meaningful results.
- Integration methods combining LangChain with Azure OpenAI Studio for seamless GenAI development.
- Guidance on ethical and responsible AI development in Azure, ensuring compliance and sustainability in every project.
- Techniques for deploying multimodal GenAI solutions in Azure cloud and revolutionizing workflows with Azure cognitive services.
- Written in a simple, natural tone to suit both beginners and tech professionals.
- Packed with actionable advice for Azure generative AI deployments, enterprise GenAI solutions Azure, and GenAI implementation guide Azure.
- Emphasis on authentic learning for responsible AI practices on Azure and the latest industry standard tools.
- Content is fully accurate, original, and strictly follows Amazon content policy-no brands or trademark references.
Begin your journey now-design, implement, and scale groundbreaking GenAI solutions with Azure!
Table of Contents1. Introduction to Generative AI
2. Exploring LLMs and Its Capabilities
3. Vector Database and Embedding Techniques
4. Prompt Engineering and Its Significance
5. Azure Storage for Azure OpenAI Implementations
6. Azure AI Search Services for Azure OpenAI Implementations
7. Getting Started with Generative AI Using Azure OpenAI Services
8. Advanced Azure AI Studio-I
9. Advanced Azure AI Studio-II
10. Generative AI Use Cases for Industries-I
11. Gen AI Implementation Use Case with Azure OpenAI-II
Index
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