qdrant-scaling-data-volume
Guides Qdrant data volume scaling decisions. Use when someone asks 'data doesn't fit on one node', 'too much data', 'need more storage', 'vertical or horizontal scaling', 'tenant scaling', 'time window rotation', or 'data growth exceeds capacity'.
Profile →npx skills add github/awesome-copilot --skill scaling-data-volume --agent copilot
Same command for any agent — swap --agent for claude-code, codex, cursor.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Scaling Data Volume This document covers data volume scaling scenarios, where the total size of the dataset exceeds the capacity of a single node. ## Tenant Scaling If the use case is multi-tenant, meaning that each user only has access to a subset of the data, and we never need to query across all the data, then we can use multi-tenancy patterns to scale. The recommended way is to use multi-tenant workloads with payload partitioning, per-tenant indexes, and tiered multitenancy. Learn more [Tenant Scaling](tenant-scaling/SKILL.md) ## Sliding Time Window Some use-cases are based on a sliding time window, where only the most recent data is relevant. For example an index for social media posts, where only the last 6 months of data require fast search. Learn more [Sliding Time Window](sliding-time-window/SKILL.md) ## Global Search Most general use-cases require global search across all data. In these situations, we might need to fall back to vertical scaling, and then horizontal scaling when we reach the limits of vertical scaling. ### Vertical Scaling When data doesn't fit in a single node, the first approach is to scale the node itself — more RAM, better disk, quantization, mmap. E
- Tenant Scaling
- Sliding Time Window
- Global Search
- Vertical Scaling
- Horizontal Scaling
What does the qdrant-scaling-data-volume skill do?
Guides Qdrant data volume scaling decisions. Use when someone asks 'data doesn't fit on one node', 'too much data', 'need more storage', 'vertical or horizontal scaling', 'tenant scaling', 'time window rotation', or 'data growth exceeds capacity'.
How do I install it?
Run `npx skills add github/awesome-copilot --skill scaling-data-volume --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From github/awesome-copilot, a repository with 37,432 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.