SEMANTIC CSV REVIEW
Find the repeats.
Keep the nuance.
An open model finds similar sentences.
You decide what actually means the same thing.
01 / BRING A SMALL CSV
Start with the words.
English sentence matching · 150 rows maximum · 500 characters per selected cell · 2 MB file limit. Other CSV columns are preserved in memory.
The first run downloads the open model and runtime from Hugging Face / jsDelivr. After loading, inference runs in this browser. This app has no CSV upload endpoint. Use synthetic or non-sensitive data for this preview.
Ready when you are.
02 / A HUMAN SECOND LOOK
Similar is not identical.
No more pairs above this floor. You can lower the floor to look again.
Cosine similarity is a ranking signal, not a probability or a guarantee. Review pairs independently: A≈B and B≈C never automatically makes A≈C. The audit records decisions; it does not merge or remove source rows.