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  1. Automate Watermark Audits in .NET with GroupDoc...

    Learn how to replace error‑prone manual watermark reviews with a short .NET script that scans, validates and reports watermarks using GroupDocs.Watermark....SkipUnreadableCharac = true ; // ignore OCR artefacts var hits = wk.Search(crit);...

    blog.groupdocs.com/watermark/audit-automation/net/
  2. llms.txt

    # GroupDocs > Central documentation index for GroupDocs on-premise document processing SDKs. Explore developer documentation and guides for all product families. GroupDocs provides on-premise docum......md)) - [Convert Image using OCR](https://docs.groupdocs.com/...com/conversion/net/convert-image-using-ocr/) ([md](https://docs.groupdocs...

    docs.groupdocs.com/llms.txt
  3. GroupDocs.Markdown for Python via .NET — Export...

    Convert PDF, Word, Excel, EPUB, and more to Markdown directly from Python. A self-contained PyPI wheel with a pythonic API, async support, and LLM-friendly output....earlier post covers the problem (OCR flattens structure, LLMs need...

    blog.groupdocs.com/markdown/groupdocs-markdown-...
  4. Agents and LLM Integration | GroupDocs

    GroupDocs.Viewer for Python via .NET is AI agent and LLM friendly — machine-readable documentation, an MCP server, AGENTS.md shipped inside the pip package, and runnable code examples for AI-driven document pipelines.... Render to PDF for OCR and page-level routing — with..."staging/incoming_ {0} .html" )) # PDF for OCR / page routing v . view ( PdfViewOptions...

    docs.groupdocs.com/viewer/python-net/agents-and...
  5. Releases on GroupDocs Blog | Document Automatio...

    Releases on GroupDocs Blog | Document Automation Solutions for .NET & Java Developers Recent content in Releases on GroupDocs Blog | Document Automation Solutions for .NET & Java Developers GroupDo......3 添加了对阿拉伯语和韩语的原生 OCR 支持,并捆绑语言资源,实现无缝文本提取。 GroupDocs...

    blog.groupdocs.com/zh/tag/releases/index.xml
  6. RAM usage - Free Support Forum - groupdocs.com

    Hello, We are experimenting with “big data” and GroupDocs.Search. Putting 10k files into the index works, putting 100k files into it works too (because of the recent ArithmeticOverflow fix), but indexing 1 million real…... UseStopWords , and whether OCR or image indexing is enabled...set (no in-index text storage) OCR / image indexing: not used at...

    forum.groupdocs.com/t/ram-usage/17742
  7. Indexes with over 33%, sometimes even ~100% of ...

    Hello, We have observed in the past the indexes can get very large. Most people would probably expect the index to be 10% to maybe 30% of the total size of the original files. Unfortunately, we have observed values over…...it’s hex, base64, GUIDs and OCR noise. Making digits and +/=...

    forum.groupdocs.com/t/indexes-with-over-33-some...
  8. AI agents and LLM integration | GroupDocs

    Use GroupDocs.Redaction for Python via .NET with AI coding assistants and LLMs — the bundled AGENTS.md reference, the GroupDocs MCP server, and machine-readable documentation...., ocr_connector=...)` | Inject a logger...an `IRedactionCallback` , or OCR. | | `MetadataFilters` | `AUTHOR`...

    docs.groupdocs.com/redaction/python-net/agents-...
  9. GroupDocs.Markdown for .NET — Export Documents ...

    Export PDF, Word, Excel, HTML, and more to Markdown with an on‑premises .NET API. First public release is published....documents (for example, using OCR that treats every page as a flat...become inaccurate or noisy. OCR can help for scanned documents...

    blog.groupdocs.com/markdown/groupdocs-markdown-...
  10. GroupDocs.Markdown for Python via .NET — 将文档导出为...

    直接从 Python 将 PDF、Word、Excel、EPUB 等转换为 Markdown。一个自包含的 PyPI wheel,提供 Pythonic API、异步支持以及对 LLM 友好的输出。...前文已经深入阐述了 问题 (OCR 会扁平化结构,LLM 需要 Markdown)和 解决方案...

    blog.groupdocs.com/zh/markdown/groupdocs-markdo...