Use Qdrant

Qdrant is a strong fit when you want a dedicated vector store with good performance and operational clarity.

Use Qdrant When

• vector retrieval is a core part of your workload
• you want more control than a fully managed hosted provider
• you are already comfortable operating infrastructure alongside Synkora

Configuration Checklist

• provision Qdrant
• configure connectivity and credentials
• create or map collections for the right retrieval domains
• test ingestion and retrieval before moving production traffic

Tradeoff

Qdrant gives you control and strong retrieval behavior, but you own more of the operational footprint than with a managed service.