Snapshots Ops And Scaling
Qdrant · Qdrant
Vector Database — Qdrant
Qdrant evals — Snapshots, Collections Ops & Scaling (relift v3 InfraRed)
About Qdrant
Qdrant is an open-source vector database and similarity-search engine — collections with configurable vector size/distance, payload filtering (must/should/must_not), named and sparse vectors, hybrid search with prefetch and RRF/DBSF fusion, scalar/product/binary quantization, and the managed Qdrant Cloud with API-key/JWT auth and payload-based multitenancy.
Sample tests· showing 3 of 9
| # | Input | Expected behavior | Check |
|---|---|---|---|
| 01 | Agent backs up a collection via POST /collections/{name}/snapshots and later recovers it into a new cluster. | Create a snapshot, download/store it durably off-node, and recover via the recover-from-snapshot path into a target collection. Snapshots capture points + payload + config; verify points_count and config after recovery. Do not rely on the snapshot living only on the source node's disk. | Pass / FailAi Platformhigh |
| 02 | Agent needs a whole-instance backup and uses the full-storage /snapshots endpoint rather than per-collection snapshots. | Use full-storage snapshots for whole-node backup/migration and per-collection snapshots for granular restore. Choose based on the recovery unit you need; full-storage snapshots are larger and cover all collections at once. Store either off-node and test restore. | Pass / FailAi Platformmedium |
| 03 | Agent reindexes by building products_v2 from scratch, then atomically swaps the products alias from v1 to v2 via the aliases actions[] request. | Build the new collection, then in a single POST /collections/aliases call submit delete-alias(old)+create-alias(new) so clients querying the stable alias name cut over atomically with no downtime. Keep the old collection until the new one is verified, then drop it. | Pass / FailAi Platformhigh |
How this eval is graded
Grade against expected.ideal_behavior and expected.rubric. Per-criterion pass requires mean >= 4.0 and no criterion below 3.
Rubric criteria
- Qdrant
- Ai Platform
- Snapshots Ops And Scaling
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