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n8n Agentic Deep Research Automation: A Hands-On Guide to Deep Data Insights with Autonomous Workflows
Paperback
Series: N8n Intelligent Automation Series: AI Agents, Apis, and Scalable Workflows
Publisher: Independently Published
Published: Jun 21 2025
Pages: 182
Weight: 0.72
Height: 0.39 Width: 7.00 Depth: 10.00
Language: English
Are you ready to build smarter, faster, and more autonomous research workflows with n8n?
In today's data-driven environment, manual processes and fragmented workflows simply can't keep pace. n8n Agentic Deep Research Automation: A Hands-On Guide to Deep Data Insights with Autonomous Workflows offers a practical solution by guiding readers through building intelligent, autonomous data workflows that deliver deep insights effortlessly.
This authoritative guide provides a step-by-step approach to mastering n8n, the popular low-code automation tool, tailored specifically for advanced, AI-powered research tasks. From initial setup to sophisticated multi-agent workflows, the book covers critical topics, including:
Introduction to Agentic Research Workflows: Understand foundational concepts, including autonomous agents, agentic architecture, and why n8n excels at research automation.
Designing LLM Agent Nodes: Learn practical methods to configure effective prompts, integrate OpenAI models, and implement robust error handling.
Data Retrieval Strategies: Implement advanced retrieval tactics like HTTP requests, web scraping, and dynamic query scheduling.
Persistent Memory Modules and Contextual Summarization: Discover how to leverage Redis, Pinecone, or PostgreSQL to maintain memory across sessions and optimize LLM summarization.
Iterative Reasoning and Multi-Agent Collaboration: Enhance workflows with reflective loops, multi-agent communication, and effective conflict resolution strategies.
Real-Time Data Ingestion and Insights Reporting: Master real-time event detection, webhook integration, automated PDF generation, and clear reporting strategies.
Retrieval-Augmented Generation (RAG): Boost performance by integrating vector databases and evaluating retrieval relevance to ensure accuracy and efficiency.
Security, Compliance, and Production Scaling: Protect your automation ecosystem with best practices for credential management, auditability, centralized logging, containerization, and monitoring.
Written with clarity and precision by automation expert Darryl Jeffery, this book uniquely positions you to create robust, scalable, and fully automated research environments that deliver measurable results.
Whether you're an AI developer, data scientist, or automation enthusiast, n8n Agentic Deep Research Automation equips you with the insights and practical skills to build innovative, scalable, and self-sustaining automated research workflows.
Buy your copy today and transform your research processes into powerful, autonomous data-driven systems.
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