Worked on improving the developer experience for the microsoft/DiskANN repository by focusing on documentation quality and API clarity. Addressed a documentation bug in the Python API reference by updating method names in python.md to match the actual codebase, changing 'query' to 'search' and 'batch_query' to 'batch_search.' This targeted fix reduced confusion for Python users and streamlined onboarding. The work involved careful review of Markdown documentation and close alignment with the Python API implementation. No new features were introduced during this period, with efforts concentrated on documentation accuracy and maintaining consistency between code and supporting materials.