glmocrExtract text from images using GLM-OCR API. Supports images and PDFs with high accuracy OCR, table recognition, formula extraction, and handwriting recogniti...
Install via ClawdBot CLI:
clawdbot install jaredforreal/glmocrGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/zai-org/GLM-OCR/tree/main/skills/glmocrAudited Apr 16, 2026 · audit v1.0
Generated Sep 29, 2026
Businesses can automate the extraction of text, tables, and totals from scanned receipts and invoices. GLM-OCR's table recognition converts line items into Markdown, making it easy to import into accounting software. This eliminates manual data entry and speeds up expense reporting.
Researchers and students can extract text, equations, and tables from PDFs of scientific papers or handwritten notes. The LaTeX output for formulas preserves mathematical notation for reuse in documents. This streamlines literature review and note-taking workflows.
Archivists and historians can digitize handwritten manuscripts, letters, and old documents using GLM-OCR's strong handwriting recognition. The extracted Markdown text can be stored in databases for search and analysis. This supports preservation and accessibility of cultural heritage.
Support teams can automatically extract text from user-submitted screenshots or images in tickets. The OCR output can be indexed and analyzed to route issues or identify common problems. This reduces manual triage time and improves response accuracy.
Logistics workers can photograph delivery notes, packing slips, or handwritten forms and extract structured text on the go. The Markdown output can be integrated into mobile apps or ERP systems. This enables real-time tracking and reduces paperwork errors.
Offer GLM-OCR as a pay-per-use API service for businesses needing OCR capabilities without maintaining infrastructure. Charge based on number of pages or API calls, with tiered pricing for volume. This model leverages the fixed official endpoint and security features.
Build a specialized software for accountants that integrates GLM-OCR to extract data from receipts and invoices. Provide a complete workflow including validation, categorization, and export to accounting systems. Charge a monthly subscription per user or per company.
License GLM-OCR as a white-label component for mobile app developers who want to add text extraction features. Provide SDKs and documentation for easy integration. Revenue comes from one-time license fees plus ongoing support and updates.
💬 Integration Tip
Ensure ZHIPU_API_KEY is set in the environment and use the provided CLI script for quick integration; avoid custom parsing and rely on the fixed GLM endpoint for security and reliability.
Scored Sep 29, 2026
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