Книга LangFlow in Action Yuan Zhu

LangFlow in Action

Building Agentic Workflows & Retrieval-Augmented Generation (RAG) Applications: Visual Workflow Engineering, LangChain Patterns, RAG Pipelines, and Agentic Automation

Автор: Yuan Zhu
Език: Английски език
Корици: С меки корици
Издател: Independently published
Наличност: Външен склад
Изпращаме след 9-15 дни
18.63 36.43 лв
LangFlow in Action teaches engineers and product teams how to design, prototype, and deploy visual,...

Информация за книгата

Автор
Език
Английски език
Корици
Книга - С меки корици
Издадена
2025
страници
168
EAN
9798262588930
Enbook ID
50519270
Издател
Теглоt
304
Размери
178 x 254 x 9

Пълно описание

LangFlow in Action teaches engineers and product teams how to design, prototype, and deploy visual, agentic AI workflows using LangFlow and LangChain patterns. The book walks through building modular workflow blocks, connectors to vector stores and external APIs, chaining LLM calls, and composing agent behaviors for decisioning and automation. Learn to implement robust RAG systems indexing, embedding pipelines, chunking, vector DB choice (FAISS, Milvus, Pinecone), retrieval strategies, and prompt templates that maximize factuality and relevance. Advanced chapters show how to build multimodal pipelines (text + images + APIs), agent orchestration, debugging and observability for workflows, and deployment strategies (serverless, containerized, hybrid). Each chapter includes LangFlow flow examples, LangChain recipes, prompt engineering best practices, and production deployment guides.
Key topics: LangFlow visual design, LangChain integration patterns, RAG indexing & retrieval, vector stores, prompt engineering, agentic controllers, connectors & tool use, multimodal workflows, testing & debugging, deployment & scaling.

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