HACKER Q&A
📣 kklemon

Is there any good semantic search GUI for images or documents?


When OpenAI's CLIP model was released in 2021 and other major advances in representation learning were made around that time, I expected, or rather hoped, that these models would soon be integrated into file browsers to improve semantic search capabilities, especially for images and documents.

Now, a few years later, the train still doesn't seem to have arrived. Vector databases are now a thing, but despite hours of research, I couldn't find a single GUI application that allows embedding and semantic search of (local) files.

Was I just unlucky in my search or is there really no such tool or integration, e.g. for Gnome Search or file browser such as Nautilus?


  👤 jn2clark Accepted Answer ✓
Take a look here https://github.com/marqo-ai/local-image-search-demo. It is based on https://github.com/marqo-ai/marqo. We do a lot of image search applications. Feel free to reach out if you have other questions (email in profile).