Qdrant
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This document provides clear steps on how to use and integrate Qdrant with Superlinked.
To use Superlinked with Qdrant, start a managed instance provided by Qdrant (a free-tier is available). For detailed steps on initializing a managed instance, refer to the section below.
Once your Qdrant instance is up and running, ensure it is accessible from the server that will use it. Additionally, configure the necessary authentication settings as described below.
To integrate Qdrant, you need to add the QdrantVectorDatabase
class and include it in the executor. Here’s how you can do it:
Once you have configured the vector database just simply pass it to the executor.
To initialize a managed Qdrant instance, navigate to , sign in then click on "Overview" on the left side of the page. Here, you can create a free-tier or production-ready clusters. A free-tier offers 0.5 vCPU, 1GB memory, 4GB disk space running on 1 node. You can customize these parameters with a paid plan. You can also choose your prefered platform, location and whether high-availability (HA) is a necessity. After the cluster was created, generate an API key and save it to a secure place, you won't be able to see it again. This key is part of the QdrantVectorDatabase configuration.
You can find an example that utilizes Qdrant .