Performance Metrics Real World

---
name: document-rag-pipeline-performance-metrics-real-world
description: 'Sub-skill of document-rag-pipeline: Performance Metrics (Real-World).'
version: 1.1.0
category: data
type: reference
scripts_exempt: true
---

# Performance Metrics (Real-World)

## Performance Metrics (Real-World)


From O&G Standards processing (957 documents):

| Metric | Value |
|--------|-------|
| Total documents | 957 |
| Text extraction | 811 PDFs |
| OCR processed | 96 PDFs |
| DRM protected | 50 PDFs |
| Total chunks | 1,043,616 |
| Embedding time | ~4 hours (CPU) |
| Search latency | <2 seconds |