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pip 'ERROR: Cannot install X and Y because these package versions have conflicting dependencies' - how to read it

Teaches how to read pip's conflicting dependencies error so the real constraint clash is visible. Use it when pip refuses to install because package versions have conflicting dependencies. Key trigger: the ERROR block with the because chain. Not for could-not-find-version or externally-managed-environment errors.

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