LangFlow in action: A Hands-On Guide to Building Agentic Workflows and Retrieval-Augmented Generation Applications - Brossura

Devline, Morgan

Brossura

ISBN 13: 9798303638303

Casa editrice: Independently published, 2024

Riassunto

LangFlow is revolutionizing how we design and manage AI workflows. By combining visual simplicity with the power of LangChain's dynamic capabilities, LangFlow enables developers to create intelligent, scalable, and modular workflows with ease. From building Retrieval-Augmented Generation (RAG) systems to creating agentic workflows, this technology simplifies the development of AI-powered applications that retrieve knowledge, generate content, and automate tasks seamlessly. LangFlow empowers users to focus on innovation by taking care of the complexity behind AI system design.

Whether you're starting from scratch or refining advanced workflows, this book takes you step-by-step through building intelligent, real-world AI applications. With clear explanations, practical examples, and actionable tips, it covers everything from basic workflow design to advanced deployment strategies. Learn how to harness LangFlow's capabilities to create scalable, efficient, and future-proof systems that solve real-world problems.

Key Features

• Discover how to design modular, reusable AI workflows for long-term scalability.
• Learn the secrets behind building agentic workflows capable of decision-making.
• Master Retrieval-Augmented Generation (RAG) to combine knowledge retrieval and language generation effectively.
• Explore multi-modal workflows integrating text, images, and APIs for cutting-edge applications.
• Avoid common pitfalls and debug workflows using step-by-step troubleshooting techniques.
• Optimize workflows for high performance and scale them across local, cloud, and hybrid environments.
• Follow real-world case studies, including customer support bots, research assistants, and enterprise-grade AI systems.

Who Is This Book For?

• AI Developers: Create powerful workflows that handle complex tasks with ease.
• Data Scientists: Leverage LangFlow to process data intelligently and efficiently.
• Tech Enthusiasts: Explore how to build real-world AI systems without prior expertise in advanced programming.
• Business Professionals: Automate processes and scale solutions for industries like healthcare, finance, and e-commerce.

Whether you're a beginner seeking a hands-on introduction or an experienced developer aiming to expand your toolkit, this book has something for everyone.

Morgan Devline is a seasoned AI practitioner with a deep passion for simplifying complex technologies. With years of experience in building AI-powered solutions and a knack for clear, actionable teaching, Morgan understands the real challenges developers face in designing and scaling AI workflows. Through this book, Morgan delivers a hands-on, approachable guide packed with proven strategies, real-world examples, and best practices. By the end of this journey, you'll not only have the technical skills to build innovative workflows but also the confidence to tackle any AI challenge. Morgan’s expertise ensures this book is a practical resource you can rely on to solve problems and achieve your goals.

Dettagli dell'edizione

• Editore: Independently published
• Data di pubblicazione: 2024
• Lingua: Inglese
• ISBN 13: 9798303638303
• Rilegatura: Copertina flessibile
• Numero di pagine: 165
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile