Police were called to the river Avon in the Hotwell Road area on Wednesday afternoon after the corpse was spotted by ferry workers.
A police spokesman said early indications showed the body had been in the water for some time.
He added: "There are no further details about the sex or identity of the body or any information as to how it came to be in the water."
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