Manifold is a free, open-source toolkit designed to streamline the deployment, management, and security of AI models, much like Docker simplifies containerization. It addresses common issues in AI deployment: complexity, costs, and trust. Developers often struggle with intricate cloud setups and unpredictable expenses, spending more time on infrastructure than innovation. Manifold simplifies this process through a unified CLI for managing AI models, an immutable JSON-based audit log for transparency, and simulated cost estimations for better financial control.
To get started, users can clone the repository, set up a virtual environment, and run the Manifold daemon alongside the CLI client to manage services. Tasks such as running a web server, listing current services, viewing audit logs, and stopping services can all be accomplished with simple commands. Currently, Manifold is in active development, aiming to establish essential infrastructure for the evolving AI economy.
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