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Lucas A.
Building AI Applications with Microsoft Semantic Kernel
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4909559Building AI Applications with Microsoft Semantic Kernelhttps://www.gandhi.com.mx/building-ai-agents-with-microsoft-semantic-kernel-9781835469590/phttps://gandhi.vtexassets.com/arquivos/ids/4463434/image.jpg?v=638533956095000000665739MXNPackt PublishingInStock/Ebooks/4652339Building AI Applications with Microsoft Semantic Kernel665739https://www.gandhi.com.mx/building-ai-agents-with-microsoft-semantic-kernel-9781835469590/phttps://gandhi.vtexassets.com/arquivos/ids/4463434/image.jpg?v=638533956095000000InStockMXN99999DIEbook20249781835469590_W3siaWQiOiI0MzlhYWIyZi01YWMxLTQ3NTMtOTI1Yi0wZTkyYWYwN2EyZjgiLCJsaXN0UHJpY2UiOjczOSwiZGlzY291bnQiOjc0LCJzZWxsaW5nUHJpY2UiOjY2NSwiaW5jbHVkZXNUYXgiOnRydWUsInByaWNlVHlwZSI6Ildob2xlc2FsZSIsImN1cnJlbmN5IjoiTVhOIiwiZnJvbSI6IjIwMjQtMDYtMjFUMDA6MDA6MDBaIiwicmVnaW9uIjoiTVgiLCJpc1ByZW9yZGVyIjpmYWxzZX1d9781835469590_<p><b>Unlock the power of Generative AI by effortlessly linking your C#, Java, and Python apps to cutting-edge models, orchestrating diverse AI services with finesse, and crafting bespoke applications through immersive, real-world examples</b></p><h2>Key Features</h2><ul><li>Seamlessly link your C#, Java ,and Python applications to the latest AI models from OpenAI and HuggingFace</li><li>Combine and orchestrate several different AI services such as text and image generators</li><li>Create your own AI apps from real-world examples</li></ul><h2>Book Description</h2>Microsoft Semantic Kernel makes it easy to integrate the latest AI models from Microsoft and OpenAI into your applications by using connectors, prompt templates, plugins, and the powerful orchestration planner. Written by Lucas A. Meyer, a Principal Research Scientist in the Microsofts AI for Good Lab, working with the Microsoft Semantic Kernel since the beginning. Lucas begins by introducing you to several different generative AI services such as GPT-3.5 and GPT-4 and shows you how you can use them with the Semantic Kernel. You will then learn to write prompt templates and reuse them with different AI services and variables. You will also learn to add functionality to the Semantic Kernel by creating your own plugins. The second part of the book shows you how to combine multiple plugins to execute complex actions, and how to let the Semantic Kernel itself use its own AI to solve complex problems by calling plugins, including the ones made by you. The book concludes by teaching you how to use vector databases to expand the memory of your AI services and help AI remember the context of earlier requests. Finally, the book walks you through several real-world examples of applications, such as RAG and custom GPT agents. By the end of the book, youll be an expert in using Semantic Kernel to add AI capabilities to your applications.<h2>What you will learn</h2><ul><li>Write reusable AI prompts and connect to different AI providers</li><li>Explorer plugins that extend the capabilities of AI services</li><li>Orchestrate multiple AI services to a task</li><li>Use vector databases as additional memory for your AI tasks</li><li>Leverage the powerful planner to automatically call AI services for you</li></ul><h2>Who this book is for</h2><p>This book is for beginner to experienced .NET, Java, or Python software developers who want to quickly incorporate the latest AI technologies in their applications, without having to learn the details of every new AI service. Product managers with minor development experience will be able to create proof-of-concept applications. This book requires a working knowledge of the basics of programming.</p>...(*_*)9781835469590_<p><b>Unlock the power of GenAI by effortlessly linking your C# and Python apps with cutting-edge models, orchestrating diverse AI services with finesse, and crafting bespoke applications through immersive, real-world examples</b></p><h2>Key Features</h2><ul><li>Link your C# and Python applications with the latest AI models from OpenAI</li><li>Combine and orchestrate different AI services such as text and image generators</li><li>Create your own AI apps with real-world use case examples that show you how to use basic generative AI, create images, process documents, use a vector database</li><li>Purchase of the print or Kindle book includes a free PDF eBook</li></ul><h2>Book Description</h2>In the fast-paced world of AI, developers are constantly seeking efficient ways to integrate AI capabilities into their apps. Microsoft Semantic Kernel simplifies this process by using the GenAI features from Microsoft and OpenAI. Written by Lucas A. Meyer, a Principal Research Scientist in Microsofts AI for Good Lab, this book helps you get hands on with Semantic Kernel. It begins by introducing you to different generative AI services such as GPT-3.5 and GPT-4, demonstrating their integration with Semantic Kernel. Youll then learn to craft prompt templates for reuse across various AI services and variables. Next, youll learn how to add functionality to Semantic Kernel by creating your own plugins. The second part of the book shows you how to combine multiple plugins to execute complex actions, and how to let Semantic Kernel use its own AI to solve complex problems by calling plugins, including the ones made by you. The book concludes by teaching you how to use vector databases to expand the memory of your AI services and how to help AI remember the context of earlier requests. Youll also be guided through several real-world examples of applications, such as RAG and custom GPT agents. By the end of this book, youll have gained the knowledge you need to start using Semantic Kernel to add AI capabilities to your applications.<h2>What you will learn</h2><ul><li>Write reusable AI prompts and connect to different AI providers</li><li>Create new plugins that extend the capabilities of AI services</li><li>Understand how to combine multiple plugins to execute complex actions</li><li>Orchestrate multiple AI services to accomplish a task</li><li>Leverage the powerful planner to automatically create appropriate AI calls</li><li>Use vector databases as additional memory for your AI tasks</li><li>Deploy your application to ChatGPT, making it available to hundreds of millions of users</li></ul><h2>Who this book is for</h2><p>This book is for beginner-level to experienced .NET or Python software developers who want to quickly incorporate the latest AI technologies into their applications, without having to learn the details of every new AI service. Product managers with some development experience will find this book helpful while creating proof-of-concept applications. This book requires working knowledge of programming basics.</p>...9781835469590_Packt Publishinglibro_electonico_9781835469590_9781835469590Lucas A.InglésMéxico2024-06-21T00:00:00+00:00https://getbook.kobo.com/koboid-prod-public/packt-epub-da62661b-7d62-4157-b4e2-d49987d8a728.epub2024-06-21T00:00:00+00:00Packt Publishing