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  1. get_text_fragments | GroupDocs

    The get_text_fragments MCP tool returns the passages of indexed documents that match a query, with surrounding words, so an AI agent can quote a clause without reading the whole File....Comparison Product Solution GroupDocs...clause instead of reading a whole file. It takes the same query language...

    docs.groupdocs.com/search/mcp/tools-reference/g...
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  2. Generating worksheets (tabs) preview for spread...

    This article describes how to generate a preview for any worksheet (tab) from an existing Excel spreadsheet in SVG format using GroupDocs.Editor for Node.js....Comparison Product Solution GroupDocs...steps: Load the spreadsheet file into the Editor class. Call...

    docs.groupdocs.com/editor/nodejs-java/generatin...
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  3. 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....Comparison Product Solution GroupDocs...LLM-optimized docs URL above and this file -- both are shipped inside the...

    docs.groupdocs.com/redaction/python-net/agents-...
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  4. Chart Series Coloring in Email Document | Group...

    Chart Series Coloring in Email Document with GroupDocs.Assembly for Python via .NET: the template, the Python data and the code....Comparison Product Solution GroupDocs...or.msg The following sample file is used in this example: managers...

    docs.groupdocs.com/assembly/python-net/chart-se...
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  5. Load from stream | GroupDocs

    Load documents directly from streams (URLs, FTP, etc.) in your Python applications using GroupDocs.Viewer....Comparison Product Solution GroupDocs...stream without saving it as a file on a disk. You can use this...

    docs.groupdocs.com/viewer/python-net/load-docum...
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  6. Sign document with different Text signature imp...

     This article explains how to sign document with Text electronic signatures using extended options with GroupDocs.Signature API....Comparison Product Solution GroupDocs...20 ) }; // sign document to file SignResult signResult = signature...

    docs.groupdocs.com/signature/net/sign-document-...
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  7. Add watermarks to email attachments | GroupDocs

    The API allows you to add watermark to all the attachments of supported types in an email message as shown in the following code sample. advanced_usage.add_watermarks_to_email_attachments.EmailAddWatermarkToAllAttachments TextWatermark watermark = new TextWatermark("Test watermark", new Font("Arial", 19)); EmailLoadOptions loadOptions = new EmailLoadOptions(); // Specify an absolute or relative path to your document. Ex: "C:\\Docs\\message.msg" Watermarker watermarker = new Watermarker("message.msg", loadOptions); EmailContent content = watermarker.getContent(EmailContent.class); for (EmailAttachment attachment : content.getAttachments()) { // Check if the attached File is supported by GroupDocs....Comparison Product Solution GroupDocs...()) { // Check if the attached file is supported by GroupDocs.Watermark...

    docs.groupdocs.com/watermark/java/add-watermark...
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  8. Column Chart in Email Document | GroupDocs

    Column Chart in Email Document with GroupDocs.Assembly for Python via .NET: the template, the Python data and the code....Comparison Product Solution GroupDocs...le.msg The following sample file is used in this example: orders...

    docs.groupdocs.com/assembly/python-net/column-c...
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  9. Common List Image in Spreadsheet Document | Gro...

    Common List Image in Spreadsheet Document with GroupDocs.Assembly for Python via .NET: the template, the Python data and the code....Comparison Product Solution GroupDocs...common-list.ods The following sample file is used in this example: customers...

    docs.groupdocs.com/assembly/python-net/common-l...
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  10. Stop word dictionary | GroupDocs

    This article describes the Python API for managing the stop word dictionary of an index....Comparison Product Solution GroupDocs...to a file, use the method. To import words from a file, use the...

    docs.groupdocs.com/search/python-net/stop-word-...
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