xby-general-recognition

You have an image and need to quickly identify the main subject without deploying a heavy local inference stack. xby-general-recognition plugs into DeepSeek Harness and gives you a lightweight entry point: call the remote recognition service and get the subject category label back, saving you the trouble of managing your own model.

The service covers over 50,000 object categories, ranging from everyday items to specialized equipment, which handles the vast majority of general-purpose subject identification needs. On the input side, it offers three paths: a file URL, a Base64-encoded string, or a local file path, so no matter where the image lives, you can feed it in directly.

This plugin suits developers who need image content understanding, automated labeling, or content-moderation tagging. You do not have to worry about how the underlying model was trained or deployed; just pass the image to the plugin, receive a structured category label, and plug it into your downstream pipeline. The API key is set with a single chat command, persisted automatically, and survives restarts, keeping day-to-day friction to a minimum.