Agent skill
document-rag-pipeline-architecture
Sub-skill of document-rag-pipeline: Architecture.
Install this agent skill to your Project
npx add-skill https://github.com/vamseeachanta/workspace-hub/tree/main/.claude/skills/_archive/data/documents/document-rag-pipeline/architecture
SKILL.md
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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