Beginner Guide to Building AI Agents with GPT and CrewAI
Learn how to create practical AI agents from scratch using GPT, n8n, CrewAI, and Streamlit with step-by-step instructions to ship your first agent in a weekend.
By Paolo Perrone | August 26th, 2025
Overview
This no-nonsense guide provides a practical roadmap for beginners to build AI agents using modern tools like GPT, n8n, CrewAI, and Streamlit. The author, an ML engineer with 70k+ LinkedIn followers, promises hands-on instructions to deploy your first agent within a weekend.
Key Tools Covered
- GPT: Core language model for agent intelligence
- n8n: Workflow automation platform
- CrewAI: Framework for multi-agent systems
- Streamlit: Web interface builder
Implementation Approach
The article emphasizes a step-by-step methodology with code examples, avoiding theoretical fluff. It positions AI agents as accessible to beginners while providing enough depth for meaningful projects.
Featured Resources
Article Credentials
- Type: Guide
- AI-Assistance: Yes (for content refinement)
- Author Expertise: Professional ML engineer with large technical following
"Ship your first agent this weekend with step-by-step guidance" - Author's value proposition
Related Topics
#AI-Agent #Machine-Learning #Autonomous-Agents #Intelligent-Agents
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About the Author
Michael Rodriguez
AI Technology Journalist
Veteran technology journalist with 12 years of focus on AI industry reporting. Former AI section editor at TechCrunch, now freelance writer contributing in-depth AI industry analysis to renowned media outlets like Wired and The Verge. Has keen insights into AI startups and emerging technology trends.