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Flowise AI Expertise: Crafting LLM-Driven Workflows, RAG Architectures, Agent Systems, Custom Modules, and Robust Deployments: Guide to AI Workflows,
Paperback
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ISBN13: 9798264634079
Publisher: Independently Published
Published: Sep 9 2025
Pages: 190
Weight: 0.75
Height: 0.40 Width: 7.00 Depth: 10.00
Language: English
Publisher: Independently Published
Published: Sep 9 2025
Pages: 190
Weight: 0.75
Height: 0.40 Width: 7.00 Depth: 10.00
Language: English
Dive into the transformative world of Flowise AI with this essential guide for developers, data scientists, AI engineers, and innovators seeking to harness the power of large language models (LLMs), retrieval-augmented generation (RAG), agentic workflows, custom nodes, and scalable deployments. Whether you're a beginner exploring no-code/low-code AI platforms or an experienced professional optimizing complex AI pipelines, Flowise AI Expertise delivers hands-on strategies, technical insights, and visual-first methodologies to create intelligent, efficient, and enterprise-ready AI applications.
In this era of AI automation, mastering Flowise AI-the open-source platform for drag-and-drop workflow orchestration-empowers you to integrate cutting-edge technologies like OpenAI, Anthropic, LLaMA, Mistral, vector databases, embeddings, and autonomous agents. From foundational setup and basic visual workflows to advanced prompt engineering, RAG implementation, agent design, custom node development, production deployment with Docker and Kubernetes, security protocols, compliance standards (GDPR, HIPAA), and real-world case studies, this book covers every aspect of building production-grade AI systems. Key Topics Include:
- Visual Workflow Construction: Design end-to-end AI pipelines using Flowise's intuitive interface, chaining nodes for seamless automation without extensive coding.
- LLM Integration and Optimization: Connect proprietary and open-source models, craft prompt templates, and refine outputs for specialized applications.
- RAG Systems Mastery: Leverage document loaders, embeddings, and vector stores to build context-aware QA systems and intelligent search functionalities.
- Agentic Workflow Development: Create reasoning agents for multi-step tasks, research tools, and autonomous decision-making processes.
- Custom Node Creation: Extend Flowise with JavaScript/TypeScript nodes, API integrations, and reusable components tailored to business needs.
- Scalable Deployment Techniques: Implement CI/CD pipelines, auto-scaling, serverless options, and high-availability setups for reliable production environments.
- Security and Compliance Essentials: Apply authentication, encryption, access controls, audit logging, and regulatory frameworks to safeguard AI workflows.
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