WebAI Studio Logo
Privacy•Terms
WebAI Studio
Back to Demos

Fast-Path Comment Moderator

Classification

Clear obvious community comments with Classifier, and only wake the Prompt API judge when a comment is sarcastic or borderline.

Why On-Device?

Combining a fast classifier pass with a generative LLM judge gives you both low latency on clear-cut cases and nuanced explanations on borderline cases.

Interactive Demo

Classifier: Loading...
Prompt API (judge): Loading...
Resolved by Classifier
0
Escalated to LLM
0
Avg Classifier Time
N/A
Avg LLM Judge Time
N/A
Confidence gate80%
Higher gate → more comments escalate to the Prompt API judge.
Comment Queue — 5
@maya_dev

This tutorial saved my weekend, thank you!

@watch4less

BUY CHEAP WATCHES >>> best-deals-watch dot com

@grumpy_gus

You are an idiot and everyone here knows it.

@sarcasmo

Wow, genius idea. Really groundbreaking stuff. Slow clap.

@dr_stats

I disagree with the benchmark methodology, but the data itself is useful.

Implementation Code

demo.js

Keep exploring

64 demos, all running on-device.

One-Click Support Responder

Open a customer email and get the exact one-click resolution button plus a tailored reply drafted with the Writer API.

Classifier Writer

Kind Reply Coach

Write a message in peace — if your draft sounds harsh or leaks an API key, get a gentle nudge to soften it with the Rewriter API.

Classifier Rewriter

Adaptive Article Reader

Tell the reader how much time you have ("I have 30 seconds" or "Just the technical takeaways") and watch the article adapt with the Summarizer API.

Classifier Summarizer
Previous in Classification
One-Sentence Expense Filler