Xiaomi officially released and open-sourced the future-oriented "All-Household Smart AI Open Source Solution" - Xiaomi Miloco 2.0. This solution is built on Xiaomi's self-developed MiMo large model, and it is integrated into the OpenClaw framework in the form of an Agent, achieving a comprehensive upgrade in interaction methods, product functions, and memory systems.
Compared to the first generation of Miloco, the 2.0 version has completed a reconstruction of the underlying logic, upgrading from traditional rule-based triggers to a family smart agent with autonomous reasoning capabilities. It has truly entered a new stage of active intelligence characterized by "memory, recognition, and execution". The code has been fully open-sourced on GitHub.
Four Core Capabilities Redefining Home Intelligence
Miloco 2.0 brings four core capabilities: general common sense, identity recognition, family memory, and family tasks. The system can automatically identify potential dangers and issue graded alerts without pre-set rules, such as reminding when children play with knives or when the elderly fall. At the same time, it integrates facial and posture information, allowing the large model to recognize family members' identities, support the automatic registration of new members, and provide personalized operations.
The family memory function accumulates long-term habits and preferences of family members from daily interactions, serving as a reference for the Agent's decision-making. Stable habits can be upgraded into automated family tasks, expanding from simple conditional triggers like "turn on the lights when someone enters" to more complex scenarios such as scheduled medication reminders and daily exercise tracking, which the Agent can complete autonomously after understanding the intent.
Proactive Intelligence Brings a Butler into Your Home
Building upon these four capabilities, Miloco 2.0 has established "proactive intelligence" - the system acts like a knowledgeable, family-aware, and planning-savvy butler, completing tasks before users even speak. In a demonstration scenario, when the male owner returns home later than usual, the system infers he may have worked overtime, and the Xiaoai speaker automatically plays a caring voice message saying "It's tiring working late, make sure to rest early".
In terms of deployment, the solution requires at least 4GB of memory and 256GB of storage. It recommends using a Mac mini that runs 7×24 hours, supporting macOS and Linux systems. Windows users need to run it through WSL. Users also need a Xiaomi account, devices already connected to Mi Home, and a multimodal large model API Key. The official recommendation is to use the MiMo-v2.5 series model. Additionally, the accompanying Web home panel allows real-time viewing of the home overview, device status, family member profiles, and historical event logs, giving full control over the entire house's smart system.
