Dear Student ,
The electric potential is the amount of work done to move a unit positive charge from infinti to the given point.
The potential difference between the cathode and anode are set up from the chemical reaction. Inside the battery electrons are pushed by the chemical reaction toward the positive end creating a potential difference.
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Regards