Qdrant

The Qdrant adapter allows to use Kernel Memory with Qdrant.

Qdrant record keys (point IDs) are limited to GUID or INT formats. Kernel Memory uses custom string keys, adding to each point a custom “id” payload field used to identify records. This approach requires one extra request during upsert operations, to obtain the point ID required.