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Connecting Qdrant Vector Store

Lyzr allows you to seamlessly integrate with Qdrant, a high-performance vector database, to manage and retrieve your high-dimensional data. By connecting your Qdrant cluster, your agents gain the ability to perform efficient similarity searches and maintain a robust knowledge base.

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Configuration & Connection

To establish a connection between Lyzr and Qdrant, you will need to provide credentials from your Qdrant Cloud dashboard:
  • Unique Name: Assign a recognizable name to this connection (e.g., “Production_Vectors”) to identify it within the Lyzr platform.
  • Vector Store API Key: This is your secure access token. It ensures that only authorized applications can interact with your database.
  • Vector Store URL: The specific endpoint (Cluster URL) where your Qdrant instance is hosted.

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Retrieving Your Credentials

Follow these steps within your Qdrant Cloud account to find the required information:

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1. Creating a Cluster

If you haven’t already, you must create a cluster. You can choose between a Free Cluster for testing or a Dedicated Cluster for production-ready environments with high availability. Create Qdrant Cluster Figure 1: The Qdrant Cloud dashboard for cluster creation.

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2. Obtaining the Endpoint and API Key

Once your cluster (e.g., “trial”) is active, generate an API key. Qdrant will display both the API Key and the Cluster Endpoint simultaneously.
Note: Ensure you copy and store your API Key immediately, as it cannot be accessed in full length again after closing the dialog.
API Key and Endpoint details Figure 2: Viewing the API Key and Cluster Endpoint in Qdrant Cloud.

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Finalizing the Connection

Input the gathered details into the Lyzr connection modal to authorize the link. Lyzr Qdrant Connection Modal Figure 3: Entering Qdrant credentials into the Lyzr interface.
  • Status: Upon clicking Submit, Lyzr will attempt to verify the connection. A successful connection allows you to begin indexing documents immediately.
  • Data Privacy: By connecting your store, ensure your documents do not contain sensitive personal data unless compliant with applicable data protection laws.