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If the fluid level is ok and there aren't any fluid leaks, then I would have to say that the transmission will need to be rebuilt.
Does the vehicle move at all in reverse? Usually when the torque converter has gone out it will still just barely engage in reverse.
Please let me know if you need additional information.