Deploy Mage-AI on your own server.

Ollama is a powerful tool designed to simplify the deployment and interaction with advanced AI models. It provides a streamlined solution for managing and hosting large language models (LLMs) with an intuitive interface. Ollama allows users to run queries and interact with models like OpenAI GPT and others in a secure and efficient manner. The tool includes a web-based interface that makes managing and testing models straightforward. Ollama is designed to support diverse use cases, from research and development to deploying AI capabilities in production systems. It offers flexible deployment options, powerful API integrations, and role-based access control to ensure secure and scalable AI solutions.

Metaflow is an open-source framework for building and managing real-life ML, AI, and data science projects. Originally developed at Netflix and now supported by Outerbounds, Metaflow streamlines the entire development lifecycle—from rapid prototyping in notebooks to reliable production deployments. It unifies code, data, and compute at every stage, enabling teams to iterate quickly and deliver robust AI/ML systems. Used by Amazon, Doordash, Goldman Sachs, and many others.

LocalAI is a drop-in replacement REST API that's compatible with OpenAI API specifications for local inferencing. It allows you to run LLMs, generate images, audio (and not only) locally or on-premises with consumer grade hardware, supporting multiple model families and not requiring GPU.