Use this skill for:
From URL:
paddleocr api \
--model_type doc_parsing \
--file_url "https://example.com/report.pdf"
From local file:
paddleocr api \
--model_type doc_parsing \
--file_path "./document.pdf"
# With specific model
paddleocr api \
--model_type doc_parsing \
--model PP-StructureV3 \
--file_path "./report.pdf"
# Disable preprocessing (faster, for flat/well-oriented images)
paddleocr api \
--model_type doc_parsing \
--file_path "./document.pdf" \
--use_doc_unwarping False \
--use_doc_orientation_classify False
# With page ranges
paddleocr api \
--model_type doc_parsing \
--file_path "./large.pdf" \
--page_ranges "1-5,10,15-20"
# Save result and resources
paddleocr api \
--model_type doc_parsing \
--file_url "https://..." \
--output result.json \
--save_resources ./resources
# Prettify markdown output
paddleocr api \
--model_type doc_parsing \
--file_path "./document.pdf" \
--prettify_markdown True
{
"jobId": "job-xxx",
"pages": [
{
"markdownText": "# Title\n\nContent...",
"markdownImages": {
"img1": "https://...",
"img2": "https://..."
},
"outputImages": {
"layout1": "https://..."
}
}
]
}
Preprocessing options: For flat, well-oriented images (screenshots, properly scanned documents), you can disable preprocessing for faster results:
paddleocr api --model_type doc_parsing --file_path "./document.pdf" --use_doc_unwarping False --use_doc_orientation_classify False
Keep preprocessing enabled when:
Display complete results: Always show the full extracted content to users. Do not truncate with "..." unless content exceeds 10,000 characters. When multiple pages are processed, summarize if needed but provide complete results when explicitly requested.
Handle errors gracefully: When the CLI returns an error, inform the user of the specific issue rather than silently failing. Common errors:
PADDLEOCR_ACCESS_TOKEN invalid or missingRun paddleocr api --help for all options.
For full documentation, see: PaddleOCR Official Documentation
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