I'm Ilias, the founder of Orcah Studio. I'm building a local-first desktop app (Mac OS available now) that can transcribe audio, recognize faces, detect objects, perform OCR, and describe video scenes.
Plus, a local-first video agent that understands your prompt and finds the exact moment you're looking for. I fine-tune the agent based on an open-weight model (an 8-billion-parameter model) with tool calling.
You can check out all the features here: https://orcah.app.
Plus, I have an MCP that you can connect to Claude Code, Codex, and OpenCode to search your indexed videos: https://orcah.app/mcp
And transcription with speaker diarization: https://orcah.app/features/transcription
On a more serious note, I think on-device object/face recognition search is a great idea. Having the cta button on the site go to Polar is a little unexpected. It'd be nice to be able to try the app without going through the hoops of running it in a Docker container, if that's the same app or system?