---
title: FiftyOne
short_description: "Run image and text similarity search over computer vision datasets in FiftyOne, backed by Qdrant for fast vector retrieval."
description: "Use Qdrant with FiftyOne to power image and text similarity search across computer vision datasets and improve dataset quality and model insights."
aliases: [ ../integrations/fifty-one ]
---

# FiftyOne

[FiftyOne](https://voxel51.com/) 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](https://docs.voxel51.com/user_guide/brain.html#image-similarity) and 
[text search](https://docs.voxel51.com/user_guide/brain.html#text-similarity). 

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:

```bash
pip install fiftyone
```

Please check out the documentation of FiftyOne on [Qdrant integration](https://docs.voxel51.com/integrations/qdrant.html).