Plan Qdrant vector database scaling

Guide Qdrant scaling decision tree

When data or queries exceed single-node capacity and strategy choice is non-obvious.

• · scaling goal (data volume / throughput QPS / latency / query result volume)

• · strategy recommendation (vertical/horizontal/sharding)

• · Read
• · Grep
• · Glob

Single-node Qdrant instance hitting limit

Confuses throughput vs latency tuning; recommends sharding for latency (opposite directions)

• · Acknowledges throughput/latency are opposite tuning directions
• · Links to specific sub-skills per goal