be in (one's) debt
1. Literally, to owe one money. That's what loan sharks do—they get you to be in their debt and then squeeze you dry.
2. To owe one gratitude (or, more rarely, some form of compensation, such as a favor) for their help. Helen's the one who got me a job at that great company, so I'm forever in her debt.