Building Triage AI Agents with LangChain, FastAPI, and n8n: Design smart AI Agents for Real-Time Task Prioritization and Workflow Automation - Couverture souple

Darian, Juno

9798288297618: Building Triage AI Agents with LangChain, FastAPI, and n8n: Design smart AI Agents for Real-Time Task Prioritization and Workflow Automation

Couverture souple

ISBN 13 : 9798288297618

Editeur : Independently published, 2025

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Building Triage AI Agents with LangChain, FastAPI, and n8n: Real-Time Prioritization & Automation Essentials

Master the tools behind smart prioritization systems, intelligent automation, and next-gen AI agent workflows.
Are you building intelligent systems that must make split-second decisions? Do you want to integrate cutting-edge AI frameworks like LangChain, FastAPI, and n8n into real-time, priority-based workflows?
This book is your ultimate guide to building Triage AI Agents—AI-powered systems that can evaluate urgency, automate decisions, and trigger intelligent actions in real time.
Whether you're in healthcare, cybersecurity, customer support, or emergency response, this book teaches you how to design, implement, and scale triage systems that work under pressure and evolve with context.

What You’ll Learn:
• Triage AI Fundamentals – Understand what makes prioritization systems intelligent, adaptive, and scalable.
• LangChain for Reasoning Agents – Build agents that use language models to evaluate and reprioritize live data streams.
• FastAPI for Real-Time APIs – Create lightweight, high-performance endpoints that connect your agents to the outside world.
• n8n for Automation Workflows – Orchestrate triggers, alerts, escalations, and decision pipelines visually and programmatically.
• Data, Metrics & Feedback Loops – Design feedback-aware agents using stream processing, labeling, and model drift monitoring.
• Use Cases Across Industries – Apply triage agents in SOCs, telemedicine, ticketing systems, crisis dispatch, and beyond.
• Security & Compliance – Ensure every system you build is auditable, privacy-compliant, and ethically grounded.

Who This Book Is For:
• AI/ML Developers
• Automation Engineers
• Backend & Full-Stack Developers
• Workflow Designers
• Technical Architects
• CTOs and Product Leaders building real-time systems
Packed with hands-on code, real-world scenarios, flowcharts, and best practices, this guide gives you the skills and mindset to build agentic systems that scale, adapt, and deliver critical automation when it matters most.

Unlock the next era of AI automation. Build your first triage AI agent today—and deploy with confidence.
Perfect for readers of “Designing Machine Learning Systems,” “LangChain in Action,” and “FastAPI for Professionals.”