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Architecture
ASecuritySub-skill of document-rag-pipeline: Architecture.
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- Added September 9, 2026
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[](https://www.skillsdirectory.com/skills/vamseeachanta-architecture-2c4ab58d)---
name: document-rag-pipeline-architecture
description: 'Sub-skill of document-rag-pipeline: Architecture.'
version: 1.1.0
category: data
type: reference
scripts_exempt: true
---
# Architecture
## Architecture
```
Document Folder
│
▼
┌─────────────────────┐
│ 1. Build Inventory │ SQLite catalog of all files
└──────────┬──────────┘
▼
┌─────────────────────┐
│ 2. Extract Text │ PyMuPDF for regular PDFs
└──────────┬──────────┘
▼
┌─────────────────────┐
│ 3. OCR Scanned PDFs │ Tesseract + pytesseract
└──────────┬──────────┘
▼
┌─────────────────────┐
│ 4. Chunk Text │ 1000 chars, 200 overlap
└──────────┬──────────┘
▼
┌─────────────────────┐
│ 5. Generate Embeds │ sentence-transformers
└──────────┬──────────┘
▼
┌─────────────────────┐
│ 6. Semantic Search │ Cosine similarity
└─────────────────────┘
```
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