Flowise AI in Action: A Practical Developer's Guide to Mastering LLM Applications, RAG Systems, and AI Agent Workflows with Flowise AI Build, Scale, and Secure Intelligent AI-Driven Systems - Brossura

ALBERT, ANDREW

Brossura

ISBN 13: 9798287363529

Casa editrice: Independently published, 2025

Riassunto

Unlock the power of visual AI development with Flowise AI, the revolutionary no-code/low-code platform transforming how developers build intelligent applications. Whether you're an experienced engineer, a curious AI enthusiast, or a technical leader seeking scalable automation, Flowise AI in Action is your comprehensive guide to building real-world AI systems using LLMs, Retrieval-Augmented Generation (RAG), and agentic workflows.
Inside This Hands-On Guide, You’ll Learn How To:
Design Visual AI Workflows with Confidence
Start by mastering Flowise’s drag-and-drop interface, and understand the core building blocks of nodes, flows, and agents. Learn how to go from zero to your first chatbot with minimal effort.
Leverage the Power of LLMs
Dive deep into how GPT, Claude, and open-source LLMs work. Learn prompt engineering techniques and how to build intelligent applications that respond with context and coherence.
Build Powerful RAG Pipelines
Enhance your apps by integrating external knowledge sources. Set up vector databases like Chroma or Pinecone and create smart document-based Q&A systems.
Develop Advanced Chatbots and Modular Agentic Workflows
Go beyond basic assistants build memory-enhanced, multi-turn chatbots and explore the world of autonomous agents that collaborate on complex tasks using Flowise and LangGraph.
Integrate APIs and Live Data
Connect to real-time data streams and REST APIs. From RSS-based news summarizers to financial data integrations, learn how to enrich your AI flows with dynamic inputs.
Automate Enterprise Use Cases
From customer support to HR automation and business intelligence, learn how to build scalable workflows that serve high-impact roles across your organization.
Deploy, Scale, and Monitor Your Applications
Master Flowise deployment using Docker and Kubernetes. Implement CI/CD, performance tuning, caching strategies, and real-time monitoring to keep your systems resilient and production-ready.
Secure Your Workflows
Learn advanced techniques for OAuth, RBAC, and securing model endpoints. Ensure your workflows are compliant with data privacy regulations like GDPR and SOC-2.
Who Should Read This Book?

• Developers & Data Scientists: Looking to build and deploy cutting-edge AI applications fast.
• Startup Builders & Automation Engineers: Seeking a robust platform to quickly prototype and scale.
• Technical Product Leaders: Wanting to understand how LLMs and agentic workflows can drive efficiency and innovation across teams.
• AI Enthusiasts & Tinkerers: Curious about combining no-code design with bleeding-edge AI capabilities.

Real-World Projects Included

• E-commerce chatbot with smart product recommendations
• Multi-agent financial analyst for market data
• PDF-based research assistant for document Q&A
• Business process automator for HR and finance
  Each project includes practical blueprints and lessons learned, so you can adapt them to your own needs.

Why This Book?
Flowise AI in Action is more than a manual it’s your personal playbook for building, scaling, and securing intelligent AI systems. With a mix of tutorials, theory, deployment strategies, and best practices, this book empowers you to bring AI-powered applications from idea to reality faster than ever before.

Dettagli dell'edizione

• Editore: Independently published
• Data di pubblicazione: 2025
• Lingua: Inglese
• ISBN 13: 9798287363529
• Rilegatura: Copertina flessibile
• Numero di pagine: 144
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile