PixelDock

No API fees · Runs on your device · TF-IDF pairs

Repeated sentence finder

Spot exact and word-similar sentence pairs at your chosen threshold.

Local models, learning & document helpers

Choose a local model, trainable classifier or statistical helper. Inputs stay on your device; model files download only when you run a model tool.

Text & settings

0 / 16,000 characters

Up to 64 KB · stays on your device

Analysis result

Enter your text or try a sample.

Method & limitations

Compares sentence pairs using cosine similarity of TF-IDF word vectors. Select a 50–100% threshold. Exact normalized duplicates score 100%. Only the first 50 matching pairs are shown, with their source sentence numbers. Shared words can hide differences in meaning.

Runs in a Web Worker. Inputs and results are cleared when you leave or choose Clear text; they are not saved in browser storage. Downloaded files remain on your device.

A guide to this tool

How to use Repeated sentence finder

Go to the tool ↑
  1. Enter your text or load this tool’s sample.
  2. Choose the available settings and fill in a second input if this tool has one.
  3. Run the analysis and review the output and method notes before using it.

A sample you can try

Sample input

Product photos should be clear. Website speed matters. Product photos should be clear. Customers need delivery details.

Sample output

Sentences 1 / 3 (100%)
Product photos should be clear.

Word-based similarity. Showing up to 50 of 1 matching pairs; opposite meanings can still share words.

Read the method, limits and tool-selection guide →