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Qdrant is a vector database. MantrixFlow can write to Qdrant when your data includes an embedding column. Produce embeddings upstream before writing to this destination.

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Prerequisites

You need a Qdrant instance (self-hosted or Qdrant Cloud) and an API key if authentication is enabled.

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Connection Setup

1

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1. Host URL

Enter the Qdrant host URL (e.g. https://your-cluster.qdrant.io).
2

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2. API Key

If using Qdrant Cloud, enter the API key from the console.
3

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3. Collection Name

Enter the collection name. The collection must exist with dimensions matching your embedding column.

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Data Requirements

  • Embedding column — Vector data with dimensions matching the collection.
  • Upsert key — Used as the point ID for upsert operations.