Qdrant

Qdrant is an open-source vector search engine. The Qdrant plugin integrates it as a search index backend for Search Toolkit. It implements the VectorStoreIndex, NavigableIndex, and PatchableIndex protocols and provides schema management for your Qdrant collections.

Community plugin

This plugin is developed and maintained by the community. It is not part of the mistralai-search-toolkit package and is not covered by Mistral AI support. It can change independently of Search Toolkit releases. Install it separately and refer to its repository for configuration, usage, and support.

PyPI: mistralai-search-toolkit-plugins-qdrant — pypi.org/project/mistralai-search-toolkit-plugins-qdrant
Source and documentation: github.com/qdrant-labs/mistral-qdrant-plugin

Install the plugin with uv or pip:

uv add mistralai-search-toolkit-plugins-qdrant

uv add mistralai-search-toolkit-plugins-qdrant

For installation steps, configuration, and usage, refer to the plugin's repository.