Jeff Huang developed the Compass SDK Direct Search feature for the cohere-ai/cohere-compass-sdk repository, focusing on enhancing search workflows within the SDK. He implemented new methods, direct_search and direct_search_scroll, on the CompassClient, enabling users to perform direct queries and efficiently scroll through large datasets. Using Python, Jeff integrated API endpoints and designed an example script to demonstrate chunked data retrieval from an index, showcasing the SDK’s new scrolling capability. His work centered on SDK development and search functionality, providing a more flexible and performant approach to data access. No major bugs were reported, reflecting a focused and robust implementation.