Building Intelligent Applications with Generative AI: Explore the potential of AI for next gen applications (English Edition)

DescriptionBuilding Intelligent Applications with Generative AI is a comprehensive guide that unlocks the power of generative AI for building cutting-edge applications. This book covers a wide range of use cases and practical examples, from text generation and conversational agents to creative media generation and code completion. These examples are designed to help you capitalize on the potential of generative AI in your applications.Through clear explanations, step-by-step tutorials, and real-world case studies, you will learn how to prepare data and train generative AI models. You will also explore different generative AI techniques, including large language models like GPT-4, ChatGPT, Llama 2, and Google’s Gemini, to understand how they can be applied in various domains, such as content generation, virtual assistants, and code generation. With a focus on practical implementation, this book also examines ethical considerations, best practices, and future trends in generative AI. Further, this book concludes by exploring ethical considerations and best practices for building responsible GAI applications, ensuring you are harnessing this technology for good. By the end of this book, you will be well-equipped to leverage the power of GAI to build intelligent applications and unleash your creativity in innovative ways.Key Features● Learn the fundamentals of generative AI and the practical usage of prompt engineering.● Gain hands-on experience in building generative AI applications.● Learn to use tools like LangChain, LangSmith, and FlowiseAI to create intelligent applications and AI chatbots.What you will learn● Understand generative AI (GAI) and large language models (LLMs).● Explore real-world GAI applications across industries.● Build intelligent applications with the ChatGPT API.● Explore retrieval augmented generation with LangChain and Gemini Pro.● Create chatbots with LangChain and Streamlit for data retrieval.Who this book is forThis book is for developers, data scientists, AI practitioners, and tech enthusiasts who are interested in leveraging generative AI techniques to build intelligent applications across various domains.Table of Contents1. Exploring the World of Generative AI2. Use Cases for Generative AI Applications3. Mastering the Art of Prompt Engineering4. Integrating Generative AI Models into Applications5. Emerging Trends and the Future of Generative AI6. Building Intelligent Applications with the ChatGPT API7. Retrieval Augmented Generation with Gemini Pro8. Generative AI Applications with Gradio9. Visualize your Data with LangChain and Streamlit10. Building LLM Applications with Llama 211. Building an AI Document Chatbot with Flowise AI12. Best Practices for Building Applications with Generative AI13. Ethical Considerations of Generative AI Read more