How to Build Self-Learning AI Agents (Python Tutorial)
Dave Ebbelaar
@daveebbelaarAbout
Hi, I'm Dave, an AI engineer with over a decade of experience in artificial intelligence. At Datalumina, I lead the AI projects, where we're always pushing the boundaries of what's possible while still building reliable applications. I'm not going to impress you with theory, but teach you (without hype) how to build real AI systems, using lasting engineering principles. Along the way: - 10M+ views across YouTube, LinkedIn, and courses - Helped 1M+ developers get started with AI - Building and scaling a 7-figure AI company - Delivered 50+ custom B2B AI solutions - Consulted for TimescaleDB, ClickUp, and n8n - Helped 500+ developers launch freelance careers - BSc + MSc in Artificial Intelligence (VU Amsterdam) I post about AI engineering, building real systems, and what it takes to go independent as a developer. If you want to build AI that actually works, or build a freelance career around it, follow along 👊🏻
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Video Description
Want to start freelancing? Let me help: https://academy.datalumina.com/freelance Want to learn real AI Engineering? Go here: https://academy.datalumina.com/accelerator 💼 Need help with a project? Work with me: https://www.datalumina.com/ 🔗 GitHub Repository https://github.com/daveebbelaar/ai-cookbook/tree/main/knowledge/mem0 🛠️ My VS Code / Cursor Setup https://youtu.be/mpk4Q5feWaw ⏱️ Timestamps 0:00 Introduction to AI Memory Systems 1:17 Importance of Memory Management 2:21 ChatGPT's Memory Functionality 2:59 Overview of Mem0 Framework 5:48 Exploring Code Examples 9:11 Mem0 Cloud Quickstart 10:44 Open Source Version of Mem0 13:11 Integrating Qdrant for Long-Term Memory 18:42 Challenges in Memory Management 19:55 Summary of Long-Term Memory Implementation 22:02 Conclusion and Next Steps 📌 Description In this video, I go over how to build AI agents that remember everything from simple facts to entire conversation histories using Mem0, showing you both cloud and open-source implementations with a practical Python approach that I've used in real-world AI applications. 👋🏻 About Me Hi! I'm Dave, AI Engineer and founder of Datalumina®. On this channel, I share practical tutorials that teach developers how to build production-ready AI systems that actually work in the real world. Beyond these tutorials, I also help people start successful freelancing careers. Check out the links above to learn more!
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