Deoplete is an asynchronous auto-completion plugin for Neovim, created by Shougo, aimed at improving completion without blocking Vim. It utilizes Python3 sources and offers several features to enhance the user experience, including better buffer source handling and the ability to support multiple languages. Future improvements for Deoplete include more customization options and the release of version 1.0, which will further enhance its capabilities.