Andrii Bidochko

• Updated: March 11, 2026
• 1 min read

RCLI – On‑Device Voice AI Toolkit Revolutionizes Voice Interactions

RCLI (Runanywhere Command Line Interface) brings powerful on‑device voice AI capabilities to developers, enabling seamless voice pipelines, actions, and Retrieval‑Augmented Generation (RAG) directly on the edge.

According to the project’s README, RCLI supports a variety of models, integrates with MetalRT for accelerated inference, and offers a straightforward command‑line interface for building voice‑enabled applications. Installation is simple via Homebrew or building from source, and the toolkit includes comprehensive documentation, examples, and contribution guidelines.

Key features include:

• Voice pipeline orchestration with customizable actions.
• RAG support for context‑aware responses.
• Compatibility with popular open‑source models and MetalRT acceleration.
• Cross‑platform support (macOS, Linux, Windows).

For a deeper dive, explore the full repository: https://github.com/RunanywhereAI/rcli.

Learn more about related projects and how Ubos Tech leverages on‑device AI on our site:

• Voice AI Solutions
• Edge Computing Insights

Andrii Bidochko

CTO UBOS

Andrii Bidochko is an AI entrepreneur and researcher focused on AI agents, reinforcement learning, and autonomous systems. He writes about the technologies shaping the future of machine intelligence, from frontier models and agent architectures to real-world AI applications.