FastAPI for AI: Build an AI Endpoint in 30 Minutes

pixegami June 10, 2025
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Learn how to build a FastAPI endpoint for your AI app in 30 mins. We'll be using FastAPI (Python), and Gemini as our AI LLM model. Then we'll take a look at how to secure the endpoint with rate limiting, and with JWT tokens for authentication. 👉 Links 🔗 Code: https://github.com/pixegami/fastapi-gemini-ai 🔑 Get Your Gemini Key: https://aistudio.google.com/app/apikey 🎥 FastAPI on AWS Lambda: https://youtu.be/RGIM4JfsSk0 📚 Chapters 00:00 - Introduction 01:29 - Project Overview 02:34 - Setting Up 04:13 - Create a FastAPI App 06:46 - AI Integration (Gemini) 08:11 - Custom System Prompt 11:16 - Run the Server 12:51 - Rate Limiting 16:03 - Authentication with JWT 22:38 - Finished Project #pixegami

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