Codeium is an AI-based tool designed to aid coding procedures with effective features such as AI code completion, search and chat, targeting developers and coding professionals.

It supports an extensive variety of over 70 languages and is integrated to work with widely used IDEs, providing a seamless interface for users. The tool is potentially transformative for developers' experiences as it's built to accelerate coding processes and enhance productivity levels.

The generative code capabilities of Codeium can assist users in saving coding time, thus enabling quicker product shipments. Codeium is freely available and unlimited in its autocomplete feature, maintaining an inclusive and growing language support scope.

Furthermore, it features a specially trained in-house model and infrastructure which enables autocomplete and search functionalities, along with a chat feature for additional support.

Its offerings range from individual use to enterprise level, with a variety of features like rapid code autocomplete, in-editor AI chat assistant, unlimited usage, support via various platforms, advanced personalization on your code base and GPT-4 Support among others, depending on the chosen package.

It extends its code completion and search capabilities on various coding repositories.