I started building Opensource AI Agents and RAG Apps 8 months ago.
It turned out to be the fastest way to learn AI engineering.
If you want to start today, here’s a step-by-step roadmap:
1. Python Programming for AI
• Harvard CS50's Introduction to AI with Python
pll.harvard.edu/course/cs50s-i…
• DeepLearning AI's AI Python for Beginners
deeplearning.ai/short-courses/… DeepLearning.AI
2. Machine Learning Fundamentals
• Machine Learning Specialization (Stanford)
coursera.org/specialization…
• Hands-on Practice: github.com/tirthajyoti/Ma…
3. Understanding LLMs and their role in building AI Agents
• Introduction to Large Language Models (Google Cloud): coursera.org/learn/introduc…
• Hands-on LLM App examples (Opensource with 57k+ stars): github.com/Shubhamsaboo/a…
4. Prompt Engineering for AI Agents
• Prompt 101 (By Anthropic): youtu.be/ysPbXH0LpIE?si…
• Prompt Engineering Guide: promptingguide.ai/techniques
• Prompting for AI Agents: youtu.be/XSZP9GhhuAc?si…
• Prompting engineering Guide (Google Cloud): cloud.google.com/discover/what-…
5. AI Agent frameworks
Here are top Agent Frameworks:
• Google ADK:
github.com/Shubhamsaboo/a…
• Agno: docs.agno.com
• Crew AI: docs.crewai.com
• OpenAI Agents SDK: openai.github.io/openai-agents-… pic.x.com/H2ehGXeOLP
6. AI-Powered IDEs for Agent Development
• Windsurf: docs.windsurf.com/windsurf/getti…
• Replit Agent: blog.replit.com/agent
• Cursor: youtube.com/watch?v=gqUQbj…
7. Intelligent Terminal AI Coding Agents
• Claude Code (Anthropic): docs.anthropic.com/en/docs/claude…
• Gemini CLI (Google): github.com/google-gemini/…
8. Build Starter AI Agents with step-by-step tutorials
📌 Step-by-step tutorials: theunwindai.com/archive?tags=A…
🌟 GitHub Repo: github.com/Shubhamsaboo/a…
9. Multi-agent Apps with step-by-step tutorials
📌 Step-by-step tutorials: theunwindai.com/archive?tags=A…
🌟 GitHub Repo: github.com/Shubhamsaboo/a…
10. AI Agent teams with step-by-step tutorials
📌 Step-by-step tutorials: theunwindai.com/archive?tags=A…
🌟 GitHub Repo: github.com/Shubhamsaboo/a…
10. MCP AI Agent with step-by-step tutorials
Introduction to MCP: modelcontextprotocol.io/docs/getting-s…
📌 Step-by-step tutorials: theunwindai.com/archive?tags=A…
🌟 GitHub Repo: github.com/Shubhamsaboo/a…
11. RAG Apps with step-by-step tutorials
📌 Step-by-step tutorials: theunwindai.com/archive?tags=A…
🌟 GitHub Repo: github.com/Shubhamsaboo/a…
100+ free step-by-step tutorials with code covering:
🚀 AI Agents
📀 RAG Systems
🗣️ Voice AI Agents
🌐 MCP AI Agents
🤝 Multi-agent Teams
🎮 Autonomous Game Playing Agents
P.S: Don't forget to subscribe for FREE to access future tutorials.
theunwindai.com
Stay tuned for more such interesting posts → @Saboo_Shubham_
I have created 100+ AI Agents and RAG tutorials, 100% free and opensource.
P.S: Don't forget to star the repo to show your support 🌟
github.com/Shubhamsaboo/a…
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