The guest interaction proxy is responsible for deploying the runtime during the backup process when a Linux VM running on Microsoft Hyper-V is protected using the file indexing option. This component interacts with the guest operating system to perform tasks such as indexing, application-aware processing, and other guest OS-related operations.