Mastering LangFlow: Visual Agentic AI Workflows, Retrieval-Augmented Generation (RAG), and Knowledge Graph Integration: Building Modular LLM Chains, Vector Store Pipelines, Prompt Engineering - Softcover

J. Ashford, Rowan

Softcover

ISBN 13: 9798268665819

Verlag: Independently published, 2025

Inhaltsangabe

Unlock the power of visual AI engineering with Mastering LangFlow, the definitive hands-on guide for developers, data scientists, and product teams building production-ready agentic workflows.
Dive deep into LangFlow's drag-and-drop interface for rapid prototyping of modular LLM chains, RAG pipelines, and knowledge graph-enhanced systems. Explore LangChain integration patterns for seamless connector development to vector databases like FAISS, Milvus, and Pinecone; advanced retrieval strategies including hybrid search and reranking; and prompt engineering techniques for hallucination-free, context-aware responses.
From embedding pipelines and chunking algorithms to multimodal workflows blending text, images, and APIs, this book equips you with agentic controllers, tool-calling mechanisms, and orchestration frameworks for decision-making automation.

Master debugging tools, observability dashboards, and deployment blueprints—serverless via AWS Lambda, containerized with Docker/Kubernetes, or hybrid edge-cloud setups—for scalable, fault-tolerant AI applications. Packed with LangFlow flow templates, LangChain code recipes, real-world case studies in multi-agent collaboration, and best practices for ethical AI governance, this resource transforms theoretical concepts into deployable solutions, accelerating your journey in agentic AI, graph-powered RAG, and visual workflow engineering.

Details zur Ausgabe

• Verlag: Independently published
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 13: 9798268665819
• Einband: Taschenbuch
• Anzahl der Seiten: 220
• Kontakt zum Hersteller: Manufactured by Amazon on behalf of the author; https://www.amazon.de/hz/contact-us; ; c/o Amazon Media EU S.à.r.l., 38 Avenue John F. Kennedy; Luxembourg; L-1855; Luxemburg