Qdrant Qdrant is a vector similarity search engine and vector database. It's used by developers and data scientists to build AI applications that require fast and accurate similarity matching. Official docs: https://qdrant.tech/documentation/ Qdrant Overview - Collection - Point - Snapshot - Service Info - Locks - Telemetry Use action names and parameters as needed. Working with Qdrant This skill uses the Membrane CLI to interact with Qdrant. Membrane handles authentication and credentials refresh automatically — so you can focus on the integration logic rather than auth plumbing. Install the…