qdrant-performance-optimization

SKILL.md

Qdrant Performance Optimization

There are different aspects of Qdrant performance, this document serves as a navigation hub for different aspects of performance optimization in Qdrant.

Search Speed Optimization

There are two different criteria for search speed: latency and throughput.
Latency is the time it takes to get a response for a single query, while throughput is the number of queries that can be processed in a given time frame.
Depending on your use case, you may want to optimize for one or both of these metrics.

More on search speed optimization can be found in the Search Speed Optimization skill.

Indexing Performance Optimization

Qdrant needs to build a vector index to perform efficient similarity search. The time it takes to build the index can vary depending on the size of your dataset, hardware, and configuration.