During the month, contributed to the renovate-bot/python-docs-samples-1 repository by upgrading the Session Management sample to use the new SessionServiceClient, replacing the deprecated ConversationalSearchServiceClient. This update involved integrating the latest version of the google-cloud-discoveryengine library to ensure compatibility with the current API for session management. The work focused on modernizing dependencies and aligning sample code with evolving cloud service standards, using Python for implementation and API integration. By reducing API drift and updating documentation samples, the changes aimed to streamline developer onboarding and improve the overall developer experience without introducing new bug fixes during this period.