The Papers with Code project utilizes Hugging Face infrastructure to provide search capabilities. Inference Endpoints are deployed to host the models used in the search. Jobs are used to manage the execution of these models during the search process. Buckets are leveraged for storing and retrieving the necessary data for the search queries.