Introduction to AI Agents

• Why We Need to Learn About AI Today and Not Tomorrow
• AI fundamentals for beginners
• The origins of AI
• Key Milestones of the History of AI
• But What Are AI Agents Exactly
• How AI agents are transforming
• How AI Agents Are Taking Over the World - Enterprise Perspectives
• How to Prepare for the AI Agent Apocalypse
• Ethical Considerations for AI and AI Agents
• Why AI agents matter now

Using LLMs like DeepSeek for problem-solving

• Basics of prompt engineering and DeepSeek inference
• Building your first game with DeepSeek

Overview of AI agents and the email assistant

• Course Overview and AI Agent Project Introduction
• Simplifying AI Agent Workflows for Beginners
• Non-technical view of the AI agent workflow
• Declarative paradigm in AI agents
• Database updates and email tracking with AI
• Sub-agents vs. sub-workflows explained
• AI-powered email automation overview

Introduction to n8n

• What is n8n
• How to Get Started with n8n
• Working with n8n and Getting Familiar Overall
• How Does n8n Work with AI Agents

Building an AI-powered email organizing agent

• Creating an N8N workflow for the email agent
• Setting up email trigger nodes in N8N
• Understanding how N8N works
• JavaScript and JSON basics for N8N (optional)
• Working with JSON in N8N
• Advanced prompt setup for email categorization
• Prompt engineering essentials and hallucinations
• OpenAI API key basics (optional)
• Parsing LLM chain JSON outputs
• Managing and splitting data flows in N8N
• Data aggregation and error handling in N8N

Business authorizations for Facebook and WhatsApp AI agents

• Creating trigger events for a WhatsApp AI agent
• Setting up or migrating a WhatsApp Business account
• Facebook business setup for AI agents
• WhatsApp AI agent developer credentials

Building an AI agent with memory and LLM integration

• Connecting an LLM to a WhatsApp AI agent
• Window buffer memory and JSON handling
• WhatsApp AI agent schema and developer setup
• WhatsApp AI agent schema (continued)

Advanced voice integration and custom HTTP requests for WhatsApp AI

• Overview of voice features for WhatsApp AI agents
• Multiple output configurations in N8N
• Downloading media from WhatsApp Business Cloud
• HTTP requests with WhatsApp Cloud APIs
• Audio transcription and next AI agent steps

Integrating email actions with a WhatsApp AI agent

• Adding actionable email requests to the AI assistant
• Sending and replying to emails using AI agents
• Custom databases for action mapping in N8N
• System prompt engineering for databases
• Building basic data tables with Google Docs
• Preprocessing unstructured data in N8N
• JavaScript regex and iteration basics (optional)
• Debugging and object iteration with LLMs (optional)
• Connecting databases to LLMs for targeted email actions
• Message data tables for email replies
• Creating sub-workflows for AI agents in n8n

Multi-AI agents and sub-workflows in N8N

• Advanced system prompt engineering for multi-agent setups
• Parsing JSON outputs for AI agents
• Regex for advanced data processing
• Prompt testing and JSON optimization for AI agents
• Data merging in N8N and future AI readiness

Overview and live example of the AI agent lead generator

• Course introduction with key takeaways and objectives
• Quick workflow and specs review before demo
• Live demonstration of lead generation by the AI agent
• Final review of the AI agent blueprint

Fundamental data flow for AI agent design with LLMs and APIs

• Understanding workflow trigger events for AI agents
• Basic debugging tools and best practices in N8N
• Prompt engineering: system vs user messages
• Three essential sub-nodes for AI agent nodes
• Continued fundamentals of data flow with chat models and prompting

Building the lead-generating chat AI agent model

• Designing lead parameters and memory for Outlook
• OOP basics and JavaScript objects for AI workflows
• Wiring mock data for AI test flows
• Parsing data into JSON for web scraping
• Internet challenges: bots vs AI agents

Building an AI agent for browser search and database updates

• Using a programmable search engine for research and data scraping
• Setting up an API key and enabling PSE API in Google Cloud
• Configuring HTTP requests in N8N for the browser engine
• Programming a function node with LLM-generated code

Linking multiple agentic workflows to create a network of AI agents

• Setting up and mapping Google Sheets for workflows
• Connecting specialized AI agents in N8N – “Army of Agents” mode
• Next steps to enhance your N8N AI workflows – building the AI agent empire

Apply for certification

https://www.vskills.in/certification/n8n-automation-certificate-course