≋ meaningmatchLOCAL AIThe model & the limits ↗

A SMALL AI TOOL FOR A SPECIFIC TASK

Different words.
Similar meaning?

Compare a sentence with a few alternatives.
See which meaning comes closest.

01 / YOUR SENTENCE

English short sentences work best. Up to 1,000 characters.

02 / POSSIBLE MATCHES

Up to 10 lines, 1,000 characters each. Keep phrases short.

Real AI. Runs on your device.
First use downloads about 46MB of model and runtime files.

Ready when you are. The model loads only when you click Compare meaning.

KNOW WHAT YOU'RE MEASURING

A useful signal.
Keep your judgment.

This is a neural embedding model, not a keyword count. It can recognize similar wording that shares few words, and it can also miss important differences.

01

On-device, after download

MiniLM turns each sentence into 384 numbers. We compare the vectors using cosine similarity. The model runs in a Web Worker using CPU/WASM, without a server inference API.

02

Your words stay here

We send no tool text to an AI service. Download providers receive ordinary requests for library and model files. Your browser may cache those files. No account, private API key or ads. Usage measurement is optional.

03

Short English text

The model uses at most 256 wordpieces per input; longer text is truncated. It is not a reliable judge of negation, factual truth, translation or Chinese text. Use it for comparing phrasing, not consequential decisions.

04

Free doesn't mean instant

Initial download is about 46MB; weak connections can take several minutes. Browser cache may be cleared. If a CDN is blocked, loading fails visibly. There is no hidden paid fallback.

Try a small experiment.

“A dog is running.” should be closer to “A puppy is running.” than to “The stock market fell.” Identical text should score near 1. Then try your own examples and inspect the failures.

How to read a similarity score ↗