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Building AI Agents - From Fundamentals to Advanced Applications

Building AI Agents - From Fundamentals to Advanced Applications

By : Clarian North
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Building AI Agents - From Fundamentals to Advanced Applications

Building AI Agents - From Fundamentals to Advanced Applications

4 (1)
By: Clarian North

Overview of this book

This course starts by introducing you to the world of AI agents, covering their fundamentals, the difference between LLMs and AI agents, and the potential of automation. You’ll learn how AI agents are adaptive, goal-oriented, and can provide personalized experiences. Through real-world examples, the course shows how AI agents can transform industries. Next, you’ll dive into N8N, the automation platform for AI agents. The course walks you through setting up and customizing workflows, triggers, and data flows to create personalized agents. You'll connect apps like Gmail and Google Calendar to automate tasks like managing emails and scheduling meetings. The advanced sections cover multi-level pipelines for AI agent actions, including building a personal assistant agent for email responses. You’ll also learn how to fine-tune agents using supervised learning models and system prompt engineering. The course ensures that you can optimize agents for consistent data flow and high performance. By the end of the course, you will have the expertise to create complex AI agents, automate workflows, and address key concerns around security and ethics. You'll gain hands-on experience with N8N and integrate AI systems to enhance productivity and automation in your professional projects.
Table of Contents (7 chapters)
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1
The AI Agent Personal Assistant Demonstration
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Chapter: 2
What Are AI Agents For Beginners
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Building AI Agents - From Fundamentals to Advanced Applications
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