Built a browser version of this runs entirely client-side via onnxruntime-web, no server: https://huggingface.co/spaces/shreyask/needle-playground

Great work, thanks!

thank you!

Bidirectional voice MCP server for terminal coding assistants — listen (STT) and speak (TTS) on Apple Silicon via mlx-audio.

Run next-gen hybrid models in your browser with tools powered by the Model Context Protocol (MCP) enabling secure, real-time connections to remote servers.

Really good end-to-end article! Enjoyed reading it.

These steps are cool and very detailed, also check out https://github.com/VISIONAI/clouddream which is containerized so you can try it on local machine as well as on EC2.

Thanks, that might be the better option for a lot of people. I'll add that to the readme.