In the last six months, a series of new features and enhancements have been introduced to enhance the platform's efficiency in computer vision and language AI, with a commitment to a more consistent monthly update schedule to incorporate ongoing improvements and bug fixes. Among the innovations are improvements to the Portal's search functionality, featuring an enhanced search bar with dropdown options and editable searches by metadata and geo-coordinates, which simplify the search and iteration process. The platform also offers an improved metadata editing experience, allowing users to easily input metadata in JSON format and apply it directly to images, thereby enriching datasets and optimizing search capabilities from the single image view. Additionally, updates to the /inputs endpoints ensure asynchronous operations for POST and DELETE requests, facilitating more complex workflows and consistent API behavior.