SAM – An open-source AI agent that runs on your own machine (github.com)

A new open-source AI agent named SAM has been announced, designed to run locally on users' machines for free, offering a suite of functionalities that extends beyond simple chat capabilities. SAM operates as a team of AI agents, capable of researching, remembering, and executing real tasks such as managing emails, files, and code repositories. This innovative tool can assemble specialized agents to tackle larger projects concurrently, making it a substantial upgrade over traditional chat-based AI assistants. The significance of SAM lies in its local-first approach, prioritizing user privacy as it processes data entirely on the user's device, without any reliance on cloud services unless explicitly chosen. Key features include a cascade brain that optimizes task execution across various AI models, a semantic cache for rapid responses, and the ability to automate routine tasks on a scheduled basis. With the integration of diverse tools and the capability to index personal files, SAM positions itself as a powerful and efficient alternative to conventional AI solutions, rendering it approximately 86% cheaper and 46% faster per task compared to earlier versions. This tool not only enhances productivity but shifts the paradigm towards more capable and user-centric AI systems.