Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Parse documents (PDF, images, DOCX, PPTX, XLSX, HWP) using Upstage Document Parse API. Extracts text, tables, figures, and layout elements with bounding boxe...
Parse documents (PDF, images, DOCX, PPTX, XLSX, HWP) using Upstage Document Parse API. Extracts text, tables, figures, and layout elements with bounding boxe...
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
Extract structured content from documents using Upstage's Document Parse API.
PDF (up to 1000 pages with async), PNG, JPG, JPEG, TIFF, BMP, GIF, WEBP, DOCX, PPTX, XLSX, HWP
clawhub install upstage-document-parse
Get your API key from Upstage Console Configure the API key: openclaw config set skills.entries.upstage-document-parse.apiKey "your-api-key" Or add to ~/.openclaw/openclaw.json: { "skills": { "entries": { "upstage-document-parse": { "apiKey": "your-api-key" } } } }
Just ask the agent to parse your document: "Parse this PDF: ~/Documents/report.pdf" "Parse: ~/Documents/report.jpg"
For small documents (recommended < 20 pages).
ParameterTypeDefaultDescriptionmodelstringrequiredUse document-parse (latest) or document-parse-nightlydocumentfilerequiredDocument file to parsemodestringstandardstandard (text-focused), enhanced (complex tables/images), autoocrstringautoauto (images only) or force (always OCR)output_formatsstring['html']text, html, markdown (array format)coordinatesbooleantrueInclude bounding box coordinatesbase64_encodingstring[]Elements to base64: ["table"], ["figure"], etc.chart_recognitionbooleantrueConvert charts to tables (Beta)merge_multipage_tablesbooleanfalseMerge tables across pages (Beta, max 20 pages if true)
curl -X POST "https://api.upstage.ai/v1/document-digitization" \ -H "Authorization: Bearer $UPSTAGE_API_KEY" \ -F "document=@/path/to/file.pdf" \ -F "model=document-parse"
curl -X POST "https://api.upstage.ai/v1/document-digitization" \ -H "Authorization: Bearer $UPSTAGE_API_KEY" \ -F "document=@report.pdf" \ -F "model=document-parse" \ -F "output_formats=['markdown']"
curl -X POST "https://api.upstage.ai/v1/document-digitization" \ -H "Authorization: Bearer $UPSTAGE_API_KEY" \ -F "document=@complex.pdf" \ -F "model=document-parse" \ -F "mode=enhanced" \ -F "output_formats=['html', 'markdown']"
curl -X POST "https://api.upstage.ai/v1/document-digitization" \ -H "Authorization: Bearer $UPSTAGE_API_KEY" \ -F "document=@scan.pdf" \ -F "model=document-parse" \ -F "ocr=force"
curl -X POST "https://api.upstage.ai/v1/document-digitization" \ -H "Authorization: Bearer $UPSTAGE_API_KEY" \ -F "document=@invoice.pdf" \ -F "model=document-parse" \ -F "base64_encoding=['table']"
{ "api": "2.0", "model": "document-parse-251217", "content": { "html": "<h1>...</h1>", "markdown": "# ...", "text": "..." }, "elements": [ { "id": 0, "category": "heading1", "content": { "html": "...", "markdown": "...", "text": "..." }, "page": 1, "coordinates": [{"x": 0.06, "y": 0.05}, ...] } ], "usage": { "pages": 1 } }
paragraph, heading1, heading2, heading3, list, table, figure, chart, equation, caption, header, footer, index, footnote
For documents up to 1000 pages. Documents are processed in batches of 10 pages.
curl -X POST "https://api.upstage.ai/v1/document-digitization/async" \ -H "Authorization: Bearer $UPSTAGE_API_KEY" \ -F "document=@large.pdf" \ -F "model=document-parse" \ -F "output_formats=['markdown']" Response: {"request_id": "uuid-here"}
curl "https://api.upstage.ai/v1/document-digitization/requests/{request_id}" \ -H "Authorization: Bearer $UPSTAGE_API_KEY" Response includes download_url for each batch (available for 30 days).
curl "https://api.upstage.ai/v1/document-digitization/requests" \ -H "Authorization: Bearer $UPSTAGE_API_KEY"
submitted: Request received started: Processing in progress completed: Ready for download failed: Error occurred (check failure_message)
Results stored for 30 days Download URLs expire after 15 minutes (re-fetch status to get new URLs) Documents split into batches of up to 10 pages
import requests api_key = "up_xxx" # Sync with open("doc.pdf", "rb") as f: response = requests.post( "https://api.upstage.ai/v1/document-digitization", headers={"Authorization": f"Bearer {api_key}"}, files={"document": f}, data={"model": "document-parse", "output_formats": "['markdown']"} ) print(response.json()["content"]["markdown"]) # Async for large docs with open("large.pdf", "rb") as f: r = requests.post( "https://api.upstage.ai/v1/document-digitization/async", headers={"Authorization": f"Bearer {api_key}"}, files={"document": f}, data={"model": "document-parse"} ) request_id = r.json()["request_id"] # Poll for results import time while True: status = requests.get( f"https://api.upstage.ai/v1/document-digitization/requests/{request_id}", headers={"Authorization": f"Bearer {api_key}"} ).json() if status["status"] == "completed": break time.sleep(5)
from langchain_upstage import UpstageDocumentParseLoader loader = UpstageDocumentParseLoader( file_path="document.pdf", output_format="markdown", ocr="auto" ) docs = loader.load()
You can also set the API key as an environment variable: export UPSTAGE_API_KEY="your-api-key"
Use mode=enhanced for complex tables, charts, images Use mode=auto to let API decide per page Use async API for documents > 20 pages Use ocr=force for scanned PDFs or images merge_multipage_tables=true combines split tables (max 20 pages with enhanced mode) Results from async API available for 30 days Server-side timeout: 5 minutes per request (sync API) Standard documents process in ~3 seconds
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