Building a ChatGPT-Style Interface: React, Streaming APIs, and Real-Time Updates

I built three streaming chat interfaces and learned why ChatGPT feels so alive — it’s not about speed, it’s about how responses arrive. Here’s the production code, performance tricks, and edge cases that took me three years to figure out.

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I watched my first streaming API response appear letter-by-letter on screen, and I finally understood why ChatGPT feels so alive.

For months, I’d built interfaces that felt dead. Users would click “send,” stare at a loading spinner, and wait. Sometimes 10 seconds. Sometimes 30. The message would appear all at once, and by then, half of them had already switched tabs.

Then I discovered streaming responses, and everything changed.

The Problem With Traditional API Calls

Here’s what I learned the hard way: modern AI feels magical because of how it arrives, not just what it says.

When you ask ChatGPT a question, you don’t wait for the complete answer. You watch it think. You see words materialize in real-time. Your brain stays engaged because there’s always something new…

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