- Should allow the user to delete specified documents in the Knowledge Base without dropping the entire Knowledge Base. - Update the method of saving/uploading embeddings and their corresponding files (utilize one embedding file per chunk of data). - Add a search mechanism that will locate the corresponding file for each saved embedding file.