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Processes documents through case.dev OCR for text and table extraction. Supports PDF and image files up to 500MB with page-level and word-level output. Use when the user mentions "OCR", "text extraction", "scan document", "digitize", "extract text from PDF", or needs word-level positional data from documents.

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CaseMark/legal-plugin
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February 22, 2026 at 05:35
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ocr
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Processes documents through case.dev OCR for text and table extraction. Supports PDF and image files up to 500MB with page-level and word-level output. Use when the user mentions "OCR", "text extraction", "scan document", "digitize", "extract text from PDF", or needs word-level positional data from documents.
# case.dev OCR Production-grade document OCR with table extraction and word-level positional data. Processes PDFs and images (PNG, JPG, TIFF, BMP, WEBP) up to 500MB. Requires the `casedev` CLI. See `setup` skill for installation and auth. ## Process a Document Submit a document URL for OCR: ```bash casedev ocr process --document-url "https://example.com/contract.pdf" --json ``` Flags: - `--document-url` / `--url` (required) — publicly accessible URL or presigned vault URL - `--document-id` — optional identifier to tag the job - `--engine` — OCR engine override Returns a job ID and initial status. ## Check Job Status ```bash casedev ocr status JOB_ID --json ``` Returns: ID, status, page count, created/completed timestamps. Statuses: `queued` -> `processing` -> `completed` or `failed`. ## Watch Until Complete ```bash casedev ocr watch JOB_ID --json ``` Polls until the job finishes. Flags: - `--interval` / `-i` — poll interval in seconds (default: 3) - `--timeout` / `-t` — max wait in seconds (default: 900) ## Word-Level Data Retrieve word-level OCR output for a vault object: ```bash casedev ocr words --vault VAULT_ID --object OBJECT_ID --json ``` This requires the document to be in a vault and have completed OCR ingestion. The object must be a PDF or image (audio/video files are rejected). Flags: - `--page` — specific page number - `--word-start` — starting word index - `--word-end` — ending word index Returns per-page word arrays with text, word index, and confidence scores. Uses focused vault if set via `casedev focus set --vault`. ## Common Workflow ### OCR a document from a vault ```bash # 1. Upload to vault (triggers automatic ingestion + OCR) casedev vault object upload ./scanned-contract.pdf --vault VAULT_ID --json # 2. Check ingestion status casedev vault object list --vault VAULT_ID --json # 3. Get word-level data casedev ocr words --vault VAULT_ID --object OBJECT_ID --json # 4. Get specific page range casedev ocr words --vault VAULT_ID --object OBJECT_ID --page 3 --json ``` ### OCR an external document ```bash # 1. Submit casedev ocr process --document-url "https://storage.example.com/doc.pdf" --json # 2. Watch casedev ocr watch JOB_ID --json ``` ## Troubleshooting **"Invalid file type for OCR"**: OCR only supports PDFs and images (`application/pdf`, `image/*`). Check the object's content type with `casedev vault object list`. **"Invalid object ID for this vault"**: Run `casedev vault object list --vault VAULT_ID` to see valid object IDs. **Job stuck in "processing"**: Increase watch timeout with `--timeout 1800`. Large documents (100+ pages) take longer. **"OCR job failed"**: The document may be corrupted or in an unsupported format. Re-upload and retry.
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