A yellow 'Low Purity' light indicates the oxygen concentration has dropped below therapeutic levels (usually <82%). Check if the air intake filter is dusty. If cleaning the filter doesn't help, the sieve beds may be degraded. Switch to your backup cylinder and call for service.