ClaudeSuperPower
SubmitLog in

qdrant-scaling

Skill

Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is slow', 'too many tenants', 'vertical or horizontal', 'how to shard', or 'need to add capacity'.

0Other

Install

git clone https://github.com/qdrant/skills.git ~/.claude/skills/qdrant-scaling

What is qdrant-scaling?

Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is slow', 'too many tenants', 'vertical or horizontal', 'how to shard', or 'need to add capacity'.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Read files only

Read-only tools

~62 tokens of context used while enabled, before you invoke anything

All declared tools (3)
GlobGrepRead

Documentation

README · ~1 min read

Qdrant Scaling

First determine what you're scaling for:

  • data volume
  • query throughput (QPS)
  • query latency
  • query volume

After determining the scaling goal, we can choose scaling strategy based on tradeoffs and assumptions. Each pulls toward different strategies. Scaling for throughput and latency are opposite tuning directions.

Scaling Data Volume

This becomes relevant when volume of the dataset exceeds the capacity of a single node.

Reviews

Log in to leave a review.

No reviews yet — be the first.

Explore related

Other things in this space — across every part of the ecosystem, not just skills.