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  1. Spring AI DocumentReader for Office, PDF and Em...

    Plug GroupDocs.Parser into the Spring AI ETL pipeline as a DocumentReader: page-level Documents from Word and PDF, email attachments and ZIP members with lineage metadata....Search Product Solution GroupDocs...TokenTextSplitter adds chunk_index , total_chunks and parent_document_id...

    docs.groupdocs.com/parser/java/use-cases/spring...
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  2. Convert DOCX to TXT using Python

    Learn how to convert DOCX to TXT using Python with clear steps and sample code. Easily export DOCX to TXT using Python with GroupDocs.Conversion for automation....Search Product Family GroupDocs.Parser...content in plain text for indexing, processing, or lightweight...

    kb.groupdocs.com/conversion/python/convert-docx...
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  3. GroupDocs.Annotation for .NET | GroupDocs

    .NET 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. No Microsoft Office or Adobe Acrobat required....Search Product Solution GroupDocs...PageNumber = 0 , // 0-based page index BackgroundColor = 65535 , //...

    docs.groupdocs.com/annotation/net/
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  4. Convert DOCX to TXT using Node.js

    Learn how to convert DOCX to TXT using Node.js efficiently. Discover methods to export DOCX to TXT in Node.js for streamlined text extraction....Search Product Family GroupDocs.Parser...DOCX to TXT using Node.js Configure the GroupDocs.Conversion for...

    kb.groupdocs.com/conversion/nodejs/convert-docx...
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  5. GroupDocs.Annotation for Java | GroupDocs

    Java 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. No Microsoft Office or Adobe Acrobat required....Search Product Solution GroupDocs...setPageNumber ( 0 ); // 0-based page index area . setBackgroundColor (...

    docs.groupdocs.com/annotation/java/
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  6. Convert PPTX to TXT using Node.js

    Learn how to convert PPTX to TXT using Node.js for efficient document processing. This guide helps you export PPTX to TXT in Node.js with a step-by-step approach....Search Product Family GroupDocs.Parser...text-based processing, search indexing, or content migration....

    kb.groupdocs.com/conversion/nodejs/convert-pptx...
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  7. AI agents and LLM integration | GroupDocs

    GroupDocs.Assembly for Python via .NET is AI agent and LLM friendly: machine-readable documentation, an MCP server, AGENTS.md shipped inside the pip package, and template-based reports that turn an agent's structured output into Word, Excel, PDF and email documents....Search Product Solution GroupDocs...GroupDocs endpoint to your MCP configuration: Claude Code / Claude Desktop...

    docs.groupdocs.com/assembly/python-net/agents-a...
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  8. 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....Search Product Solution GroupDocs...page_number = 0 # 0-based page index area . background_color = Color...

    docs.groupdocs.com/annotation/python-net/
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  9. llms-full.txt

    # GroupDocs.Redaction for Python via .NET — Complete Documentation > Native Python library that permanently redacts sensitive content — text, metadata, annotations, and image areas — from PDF, Word......spreadsheets you can narrow the search to a single worksheet or column...d-usage/loading-documents/_index.md" >}}) and [Saving Documents]({{<...

    docs.groupdocs.com/redaction/python-net/llms-fu...
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  10. Running GroupDocs MCP servers on-premise: archi...

    Run Markdown conversion for AI agents fully on-premise: local stdio transport, no external endpoints, no inbound ports, no telemetry....Search Product Solution GroupDocs...written in the folders you configure; no document content is transmitted...

    docs.groupdocs.com/markdown/mcp/use-cases/on-pr...
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