AI Agents
One terminal command now launches a local AI assistant that handles your inbox
With Ollama 0.17, users can now launch a local, open-source AI assistant in one terminal command. OpenClaw manages inboxes, email, and calendar tasks across chat apps.
Deploying a personal AI assistant on your own hardware just got one command simpler. Ollama 0.17 lets anyone launch OpenClaw, an open-source AI agent that clears inboxes, sends emails, and manages calendars through WhatsApp, Telegram, Slack, or iMessage, from a single terminal line. This kind of instant access mirrors the philosophy behind OpenManus's zero-friction setup.
OpenClaw is an open-source personal AI assistant. It handles email, schedules calendar events, and takes care of digital chores without sending user data to third-party servers. It runs entirely on the user's own Mac or Linux system, with Windows support available through WSL.
One command, full setup
The new Ollama command, ollama launch openclaw, model kimi-k2.5:cloud, triggers automatic detection and installation of OpenClaw if it isn't already on the system. Users then type their requests directly in the terminal, or configure messaging app integration with a separate command.
This instant setup removes the friction that has limited self-hosted AI assistants to advanced users. That could expand their reach beyond the developer community, much like the aim of Vercel's Eve framework which lowers the barrier to building agents.
Model flexibility
OpenClaw supports both cloud-based and local models. Cloud options include kimi-k2.5, minimax-m2.5, and glm-5. Local models, which need a GPU with roughly 25 GB of VRAM, include glm-4.7-flash and qwen3-coder. The variety of models reflects a broader industry move toward orchestration over sheer knowledge, echoing Microsoft's MagenticLite research.
Claude users often cite context length as a key limitation for agent tasks. OpenClaw's documentation recommends at least 64k context length for agent use. Ollama's cloud models provide full context, which the company says offers the best experience.
Web search functionality installs automatically for cloud models via Ollama. Local models include it out of the box.
Security considerations
OpenClaw can read files and execute actions when tools are enabled. The documentation advises running OpenClaw in an isolated environment and reviewing its security documentation before granting system access.
This automated installation mirrors the approach of modern package managers, but applied to AI agents that can act on user data, a category of software that the cybersecurity community has flagged as requiring careful privilege management. As agents cross from demo to production, the harder failures are not in reasoning but in these subtle trust boundaries, as explored in the subtle trap waiting for AI agents in production.