The capsule and carefully pour the pellets onto one tablespoon of a food that can be swallowed whole. This medication should not be used if you have certain medical conditions. Celecoxib is familiar for the relief of pain, fever, swelling, and tenderness caused by osteoarthritis, rheumatoid arthritis, and ankylosing spondylitis.