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  1. 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-...
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  2. 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-...
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  3. 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...
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  4. 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-...
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  5. 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...
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  6. 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...
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  7. 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...
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  8. Agents and LLM Integration | GroupDocs

    GroupDocs.Merger 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 assembly pipelines....normalise page orientation before OCR or vision-model ingestion. A...

    docs.groupdocs.com/merger/python-net/agents-and...
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  9. outlook_data.pdf

    Inbox From: Aspose To: sdmit Subject: Spotlight on Aspose.Cells and news from Aspose, February 2016 Message: Vie w thi s em ail in yo ur bro ws er S ha re thi s is su e: Monthly Newsletter February......OCR for .NET 3.2.0 – Improved detection...study to find out more. Aspose.OCR For Java - Extracting Text from...

    docs.groupdocs.com/viewer/python-net/_output_fi...
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  10. outlook_specific_folder.html

    Inbox From: Aspose To: sdmit Subject: Spotlight on Aspose.Cells and news from Aspose, February 2016 Message: Spotligh......OCR for .NET 3.2.0 – Improved detection...study to find out more . Aspose.OCR For Java - Extracting Text from...

    docs.groupdocs.com/viewer/python-net/_output_fi...
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