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Architecture
ASecuritySub-skill of rag-system-builder: Architecture.
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- Added September 9, 2026
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[](https://www.skillsdirectory.com/skills/vamseeachanta-architecture-de0b20d0)---
name: rag-system-builder-architecture
description: 'Sub-skill of rag-system-builder: Architecture.'
version: 1.2.0
category: data
type: reference
scripts_exempt: true
---
# Architecture
## Architecture
```
User Question
|
v
+------------------+
| 1. Embed Query | sentence-transformers
+--------+---------+
v
+------------------+
| 2. Vector Search | Cosine similarity
+--------+---------+
v
+------------------+
| 3. Retrieve Top | Top-K relevant chunks
+--------+---------+
v
+------------------+
| 4. Build Prompt | Context + Question
+--------+---------+
v
+------------------+
| 5. LLM Answer | Codex/OpenAI
+------------------+
```
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