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  1. Convert documents for RAG pipelines | GroupDocs

    Prepare PDF, Word, and Excel documents as Markdown for retrieval-augmented generation with Llms...Chunking"] E["Vector Embeddings"] F["LLM Query"] A --> B --> C --> D -->...

    docs.groupdocs.com/markdown/python-net/convert-...
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  2. GroupDocs.Redaction for Python via .NET | Group...

    Native Python library that permanently redacts sensitive content — text, metadata, annotations, and image areas — from PDF, Word, Excel, PowerPoint, and image files on Windows, Linux, and macOS. No Microsoft Office or Adobe Acrobat required.... AI Agents & LLM Integration Using an AI coding...

    docs.groupdocs.com/redaction/python-net/
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  3. GroupDocs.Annotation for Python via .NET | Grou...

    Native Python library that adds, edits, and removes annotations and markup — area and shape annotations, text highlight/underline/strikeout, watermarks, image and link stamps, and threaded comments — on PDF, Word, Excel, PowerPoint, images, CAD, Visio, and email files on Windows, Linux, and macOS. No Microsoft Office or Adobe Acrobat required.... AI Agents & LLM Integration Using an AI coding...

    docs.groupdocs.com/annotation/python-net/
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  4. GroupDocs.Conversion for Python 26.3 – April 20...

    GroupDocs.Conversion for Python 26.3 adds per-page conversion, in-memory streaming, Python 3.14 support, AI agent integration, and format metadata enhancements....md – AI Agent and LLM Integration The groupdocs-conversion...

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  5. GroupDocs.Conversion for Python via .NET Overvi...

    GroupDocs.Conversion for Python via .NET converts documents between 10,000+ format pairs — DOCX, PDF, XLSX, PPTX, images, CAD, email, archives — with flexible load and save options, page selection, watermarks, and AI-pipeline friendly output....page-level PNGs or plain text for LLM consumption. See for the full...

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  6. Features Overview | GroupDocs

    Key features of GroupDocs.Merger for Python via .NET — merge, split, page operations, rotation, password security, document inspection, page preview, and AI-pipeline integration.... AI / LLM Integration GroupDocs.Merger...

    docs.groupdocs.com/merger/python-net/getting-st...
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  7. GroupDocs.Conversion for Python 26.3 – 2026年4月发布亮点

    GroupDocs.Conversion for Python 26.3 添加了每页转换、内存流式处理、Python 3.14 支持、AI 代理集成以及格式元数据增强。...md – AI Agent 与 LLM 集成 groupdocs-conversion pip 包现在在...

    blog.groupdocs.com/zh/conversion/groupdocs-conv...
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  8. GroupDocs.Comparison for Python via .NET Overvi...

    GroupDocs.Comparison for Python via .NET compares 50+ document formats — DOCX, PDF, XLSX, PPTX, images, AutoCAD, source code — detecting text, style, and formatting changes at paragraph, word, and character level with accept/reject workflows, multi-source compare, and AI-pipeline-friendly change extraction....regions to reviewers (or to an LLM) instead of re-reading both documents...

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  9. 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....Error handling Built for RAG and LLM pipelines AI-friendly by design...semantic Markdown — the format that LLMs, RAG pipelines, and static site...

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  10. GroupDocs.Metadata for Python via .NET Overview...

    GroupDocs.Metadata for Python via .NET reads, edits, removes, and exports metadata across documents, images, audio, and video — EXIF, IPTC, XMP, ID3, and document properties — through one unified, predicate-driven API....to enrich search indexes and LLM context. See . Auditing — inspect...

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