Sub-skill of semantic-search-setup: How Semantic Search Works.
Scanned 9/9/2026
Install to Claude Code
Skills Directorynpx -y skills add vamseeachanta/workspace-hub --skill how-semantic-search-works --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: semantic-search-setup-how-semantic-search-works
description: 'Sub-skill of semantic-search-setup: How Semantic Search Works.'
version: 1.1.0
category: data
type: reference
scripts_exempt: true
---
# How Semantic Search Works
## How Semantic Search Works
```
Text Chunk Query
| |
v v
+---------+ +---------+
| Embed | | Embed |
| Model | | Model |
+----+----+ +----+----+
| |
v v
[0.12, -0.34, ...] [0.15, -0.31, ...]
| |
+------------+------------+
|
v
Cosine Similarity
|
v
0.847 (similar!)
```
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Understand the components, mechanics, and constraints of context in agent systems. Use when designing agent architectures, debugging context-related failures, or optimizing context usage.
