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Qdrant: Embeddings

Store embeddings vectors into a Qdrant database collection.

Pre-requisite: Install Qdrant application Profile > {Organization} > Applications to grant Zparse access.

Parameters​

Application—REQUIRED

Select configured Qdrant application.

Collection—REQUIRED
Which collection to use.

Input​

JSON Embeddings—REQUIRED

Embeddings request with model like:

{
   "embeddings": [
     {
       "identifier": <String>, # Unique identifier for given claim
       "claim": <String>, # Actual text from which embeddings vector was generated
       "vector": [f32, f32, ...], # Actual vector after embeddings generation
       "payload": <Json>, # Additional metadata to join to your claim
     }
   ]
}

Output​

Trigger—REQUIRED

Trigger connector on vector successfully stored