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Qdrant

Prerequisites​

A locally running instance of Qdrant or a Qdrant cloud instance.

To get a Qdrant cloud instance:

  1. Head to the Clusters section of the Cloud Dashboard.
  2. Select Clusters and then click + Create.

  1. Choose your cluster configurations and region.
  2. Hit Create to provision your cluster.

Setup​

  1. Get/Create your API Key from the Data Access Control section of the Cloud Dashboard.
  2. Add a new Qdrant node on canvas.
  3. Create new Qdrant credential using the API Key

  1. Enter the required info into the Qdrant node:
    • Qdrant server URL
    • Collection name

  1. Document input can be connected with any node under Document Loader category.
  2. Embeddings input can be connected with any node under Embeddings category.

Filtering​

Let's say you have different documents upserted, each specified with a unique value under the metadata key {source}

Then, you want to filter by it. Qdrant supports following syntax when it comes to filtering:

UI

API

"overrideConfig": {
    "qdrantFilter": {
        "should": [
            {
                "key": "metadata.source",
                "match": {
                    "value": "apple"
                }
            }
        ]
    }
}

Resources​