# Semantic Search Setup Metrics

> Sub-skill of semantic-search-setup: Metrics.

- Skill: `vamseeachanta/semantic-search-setup-metrics` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vamseeachanta/semantic-search-setup-metrics`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vamseeachanta/semantic-search-setup-metrics/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: vamseeachanta (https://skillmd.com/u/vamseeachanta)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vamseeachanta/semantic-search-setup-metrics

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# Metrics

## Metrics


| Metric | Typical Value |
|--------|---------------|
| Embedding speed (CPU) | ~100 chunks/second |
| Embedding speed (GPU) | ~500 chunks/second |
| Storage per embedding | 1.5KB (384 dims) |
| Search latency (10K) | <100ms |
| Model load time | 2-5 seconds |