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llm

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  1. Extract Document Data with AI Agents | GroupDoc...

    Extract data from documents with an AI agent: text, tables, images and barcodes, run locally in Claude Desktop, Cursor or VS Code through a Docker MCP server....FAQ Go deeper You can ask an LLM or AI agent to extract data from...PDFs, into JSON, without an LLM guessing the cells Next: Enforce...

    blog.groupdocs.com/parser/3-ways-extract-docume...
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  2. 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。...虽然 LLM（大语言模型）在 HTML 或纯文本上表现良好，但这些原生文档格式在用于 LLM + RAG 流程...流程（例如与单个文档或文档集合进行对话）之前，需要先进行转换。 LLM（Large Language Model） — 通过大规模文本语料库预训练的...

    blog.groupdocs.com/zh/markdown/groupdocs-markdo...
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  3. GroupDocs.Signature for Python via .NET | Group...

    Add, search, verify, update and delete electronic signatures in PDF, Word, Excel, PowerPoint, OpenDocument and image files from Python: text, image, digital, barcode, QR code, stamp, form-field and metadata signatures.... Agents and LLM integration GET STARTED System...

    docs.groupdocs.com/signature/python-net/
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  4. Bulk Extract Data from Documents | GroupDocs.Pa...

    Bulk extract data from documents: one schema, a whole folder, an exceptions list. An AI agent runs it locally in Claude Code, Cursor or VS Code via Docker.... The LLM decides the order of work; the...PDFs, into JSON, without an LLM guessing the cells Related: Scan-to-record...

    blog.groupdocs.com/parser/enforce-consistent-da...
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  5. 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.... While LLMs (large language models) work...they can be used effectively in LLM + RAG pipelines where we want...

    blog.groupdocs.com/markdown/groupdocs-markdown-...
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  6. GroupDocs.Comparison for Python via .NET | Grou...

    GroupDocs.Comparison for Python via .NET developer documentation. Learn how to diff DOCX, PPTX, XLSX, and PDF files using the Python API....Comparison examples AI agents and LLM integration USEFUL RESOURCES...

    docs.groupdocs.com/comparison/python-net/
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  7. 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/java/convert-for-rag/
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  8. 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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  9. 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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  10. 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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