This research activity focuses on enhancing the performance of the Async MinHash LSH module by removing batch removal functionality. The goal is to improve the efficiency of the module by eliminating the need for Redis support, which does not support async operations. By doing so, the module can operate more effectively, leading to better overall performance. The research will involve analyzing the current implementation, identifying areas for improvement, and implementing the necessary changes to achieve the desired outcome. The expected outcome of this research activity is a more efficient and effective Async MinHash LSH module that can handle large datasets with ease.