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  1. 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...
  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. 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
  5. 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
  6. 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-...
  7. Agents and LLM Integration | GroupDocs

    GroupDocs.Editor 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 editing pipelines....PDF or DOCX → Markdown) for OCR, vision models, or token-efficient...

    docs.groupdocs.com/editor/python-net/agents-and...
  8. 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-...
  9. GroupDocs.Markdown for .NET — 将文档导出为 Markdown —...

    使用本地部署的 .NET API 将 PDF、Word、Excel、HTML 等导出为 Markdown。首次公开发布已发布。...若仅使用 OCR 等将每页视为平面图像的方式进行粗糙转换,往往会丢失这些语义,导致... RAG 检索和下游 LLM 的答案出现不准确或噪声。 OCR 能处理扫描文档,但常常会破坏结构(跨页列表、表格边框误判...

    blog.groupdocs.com/zh/markdown/groupdocs-markdo...
  10. GroupDocs.Markdown for .NET — 將文件匯出為 Markdown —...

    使用本地部署的 .NET API,將 PDF、Word、Excel、HTML 等文件匯出為 Markdown。首次公開發行已發布。...圖像的 OCR)轉換文件,往往會遺失這些語意,導致 RAG 檢索與後續 LLM 回答不準確或雜訊過多。 OCR 可用於掃...

    blog.groupdocs.com/zh-hant/markdown/groupdocs-m...