How Databricks AI Gateway Controls ALL Your LLMs (2026)
Are you managing multiple LLMs on Databricks with no visibility or control? In this video, I break down Databricks AI Gateway — the central control plane for governing LLMs and coding agents like Claude Code, Cursor, and Codex CLI. What you'll learn: ✅ What AI Gateway is and why it matters ✅ Permissions, Rate Limits, Observability & Inference Tables explained ✅ How to query AI Gateway using the OpenAI Python client 🔗 Official Docs: https://docs.databricks.com/aws/en/ai-gateway/ TimeStamps: 00:00 Welcome and Overview 01:59 AI Gateway Diagram Tour 03:19 Docs Walkthrough and Beta Notes 07:23 Fallback and Coding Agents 10:10 AI Gateway UI Basics 11:50 Using Built In Models 14:56 Create Your First Gateway 16:31 Governance Rate Limits Tracing 21:16 External Models and Tokens 24:18 Serving Endpoints Setup 30:50 Dashboards and Metrics 32:00 Wrap Up and Next Steps --------------------------------------------------------------------- ☕ Buy me a Coffee: https://ko-fi.com/datasciencebasics ✌️Patreon: https://www.patreon.com/datasciencebasics ------------------------------------------------------------------------------------------ 🤝 Connect with me: 📺 Youtube: https://www.youtube.com/@datasciencebasics?sub_confirmation=1 👔 LinkedIn: https://www.linkedin.com/in/sudarshan-koirala/ 🐦 Twitter: https://twitter.com/mesudarshan 🔉Medium: https://medium.com/@sudarshan-koirala 💼 Consulting: https://topmate.io/sudarshan_koirala #Databricks #AIGateway #LLM #MLOps #DataScience #datasciencebasics