What removes rust quickly?

Could you please elaborate on what methods or substances are particularly effective at removing rust swiftly? Are there any household items that could serve this purpose, or do specialized products offer the best results? Also, are there any precautions or considerations one should keep in mind when removing rust to avoid damaging the underlying material or surface?