UCFP

UCFP

Deterministic fingerprints for text, media, and docs.

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Detect duplicate, near-duplicate, and stolen content across text, code, images, audio, and video. Reliably. At scale. UCFP is a production-grade content fingerprinting framework that lets you identify exact matches and perceptual similarity—even when content is cropped, paraphrased, compressed, trimmed, or lightly edited

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