In-Depth: Developing Generative AI Applications with Spring

所在平台: Udemy

课程主页: https://www.udemy.com/course/in-depth-developing-generative-ai-applications-with-spring/

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课程名称:深入探讨:使用Spring开发生成式AI应用 课程概述:在我们的沉浸式课程“深入探讨:使用Spring开发生成式AI应用”中,释放生成式AI的潜力。本课程专为希望将尖端AI技术整合到其应用中的Java和Spring开发者设计。您将通过探索新的Spring AI项目开始这一旅程,这是一个强大的框架,可在基于Spring的环境中开发先进的AI解决方案。 课程将深入讲解AI的基本概念,例如令牌和提示工程,为更高级的话题打下坚实的基础。随着学习的深入,您将深入了解嵌入、向量存储和语义搜索等先进技术,理解它们如何增强检索增强生成(RAG),提升AI交互。 我们的广泛实践实验室将为您提供与Spring AI框架以及来自OpenAI、Azure、AWS Bedrock、Ollama、Anthropic、Cohere、StabilityAI等领先提供商的实际基础模型的实际经验。您将开发与这些模型无缝交互的Spring Boot应用,从聊天机器人到图像生成器等多种应用。 我们还将解决实际编程挑战,包括管理访问凭证、处理错误和重试,以及配置默认和自定义参数。课程强调自动化测试,以确保您的应用既可靠又高效。在生动的实验室、真实世界的见解以及对AI和Spring最新进展的关注下,本课程将赋予您在生成式AI动态领域中创新和卓越的能力。抓住这个机会,提高技能,借助尖端AI技术转型您的开发流程!

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Unlock the potential of generative AI with our immersive course, "In-Depth: Developing Generative AI Applications with Spring." This course is crafted for Java and Spring developers eager to integrate cutting-edge AI technologies into their applications. Start your journey by exploring the new Spring AI project, a powerful framework that facilitates the development of advanced AI solutions within Spring-based environments.You will gain deep insights into essential AI concepts such as tokens and prompt engineering, laying a solid foundation for more advanced topics. As you progress, delve into advanced technologies such as embeddings, VectorStores, and semantic search, understanding how they empower Retrieval-Augmented Generation (RAG) to enhance AI interactions.Our extensive hands-on labs will provide practical experience with the Spring AI framework and real-world foundational models from leading providers like OpenAI, Azure, AWS Bedrock, Ollama, Anthropic, Cohere, StabilityAI, and others. You'll develop Spring Boot applications that interact seamlessly with these models, ranging from chatbots to image generators.We'll also address practical programming challenges, including managing access credentials, handling errors and retries, and configuring default and custom parameters. Emphasis on automated testing will ensure your applications are both reliable and high-performing.With engaging labs, real-world insights, and a focus on the latest advancements in AI and Spring, this course will empower you to innovate and excel in the dynamic field of generative AI. Seize this opportunity to advance your skills and transform your development process with cutting-edge AI technology!

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