Project 3: Building an AI Agent Automation Workflow

Generative AI 23 min min read Updated: Feb 21, 2026 Advanced

Project 3: Building an AI Agent Automation Workflow in Generative AI

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Project 3: Building an AI Agent Automation Workflow

This project introduces agentic AI systems capable of reasoning and executing tools autonomously.


1) Project Objective

  • Multi-step reasoning
  • Tool calling integration
  • External API usage
  • Workflow orchestration

2) Architecture

  • Planner agent
  • Executor agent
  • Tool registry
  • Memory module

3) Implementation Steps

  1. Define system prompt
  2. Integrate tool functions
  3. Handle tool responses
  4. Implement feedback loop

4) Real-World Example

  • Flight price lookup system
  • Report generation workflow
  • CRM automation assistant

5) Learning Outcome

This project prepares learners for next-generation AI system design.

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