FiftyOne is an open-source toolkit designed to enhance computer vision workflows by optimizing dataset quality and providing valuable insights about your models. FiftyOne 0.20, which includes a native integration with Qdrant, supporting workflows like image similarity search and text search.
Qdrant helps FiftyOne to find the most similar images in the dataset using vector embeddings.
FiftyOne is available as a Python package that might be installed in the following way:
pip install fiftyone
Please check out the documentation of FiftyOne on Qdrant integration.