Playground · embeddings
Vector index ops
Mock ANN tier: query flow, shard skew, and recall guardrails — same telemetry shape as production RAG.
P99 latency 14ms
Recall@100 99.8%
Live projection dims 1536 · HNSW
Ingestion
450K vps
RAM pool
1.2TB
Shards
64
hot: 12 · cold: 52
Recent queries (mock)
| Query id | TopK | ms |
|---|---|---|
| q_8fa21b | 24 | 11 |
| q_904c11 | 100 | 18 |
| q_71ad09 | 16 | 9 |
# batch cosine probe
POST /v1/embeddings/query
{ "namespace": "contracts_v3", "vector": "[...]", "k": 100 }
POST /v1/embeddings/query
{ "namespace": "contracts_v3", "vector": "[...]", "k": 100 }