Maud Nalpas

Improve performance and UX for client-side AI

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2024-10-16 08:30:09

Maud Nalpas X GitHub

While most AI features on the web rely on servers, client-side AI runs directly in the user's browser. This offers benefits such as low latency, reduced server-side costs, no API key requirements, increased user privacy, and offline access. You can implement client-side AI that works across browsers with JavaScript libraries like TensorFlow.js, Transformers.js, and MediaPipe GenAI.

Client-side AI also introduces performance challenges: users have to download more files, and their browser has to work harder. To make it work well, consider:

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