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  1. Verify a Redaction Is Complete | GroupDocs.Reda...

    Verify a redaction with an AI agent locally: read the text back, check annotations and metadata, look at the pages. Works in Claude Code and Cursor....returns all metadata properties as JSON, and it also reads EXIF, XMP...

    blog.groupdocs.com/redaction/verify-redaction-c...
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  2. Automate Watermark Audits in .NET with GroupDoc...

    Learn how to replace error‑prone manual watermark reviews with a short .NET script that scans, validates and reports watermarks using GroupDocs.Watermark....report is ready to be exported as JSON, CSV or fed directly into a...

    blog.groupdocs.com/watermark/audit-automation/net/
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  3. PDF to Markdown MCP Locally: GroupDocs.Conversi...

    Compare three ways to convert PDF to Markdown for RAG, and run the local one from Claude, Cursor or GitHub Copilot with an MCP server. No upload...."md" } } You never write that JSON. You type the sentence, and...

    blog.groupdocs.com/conversion/pdf-to-llm-ready-...
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  4. Search Documents with an AI Agent | GroupDocs.S...

    Ask Claude, Cursor or Copilot questions about a folder of PDF, Word and email files, locally: a full-text index and three MCP calls, no vector database....returns the matching files as JSON with occurrence counts. get_text_fragments...

    blog.groupdocs.com/search/do-you-need-vector-da...
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  5. GroupDocs.Metadata for Python 26.9 – CLI、新增壓縮檔格...

    GroupDocs.Metadata for Python 26.9 新增命令列工具，支援 Apple Archive、GZIP、BZ2、XZ 與 Zstandard，恢復 PowerPoint 處理功能，將引擎升級至 26.8，並移除 libgdiplus 相依性。...json # json、csv、xlsx、xls 或 xml groupdocs-metadata...

    blog.groupdocs.com/zh-hant/metadata/groupdocs-m...
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  6. GroupDocs.Metadata for Python 26.9 – CLI、新归档格式与...

    GroupDocs.Metadata for Python 26.9 添加了命令行工具，支持 Apple Archive、GZIP、BZ2、XZ 和 Zstandard，恢复了 PowerPoint 处理功能，将引擎升级至 26.8，并移除 libgdiplus 依赖。...json # 支持 json、csv、xlsx、xls 或 xml groupdocs-metadata...

    blog.groupdocs.com/zh/metadata/groupdocs-metada...
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  7. GroupDocs Blog | Document Automation Solutions ...

    GroupDocs Blog | Document Automation Solutions for .NET & Java Developers Recent content on GroupDocs Blog | Document Automation Solutions for .NET & Java Developers GroupDocs.Merger for .NET 26.10...... Tables out of PDFs, into JSON, without an LLM guessing the...PDF, Word and Excel files to JSON with an AI agent: engine-read...

    blog.groupdocs.com/index.xml
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  8. Agents and LLM integration | GroupDocs

    GroupDocs.Markdown for Python via .NET is AI agent and LLM friendly — machine-readable documentation, MCP server, AGENTS.md shipped in the package, and structured output for RAG pipelines....json (or project .mcp.json) // Claude Desktop:...Support/Claude/claude_desktop_config.json { "mcpServers" : { "groupdocs-docs"...

    docs.groupdocs.com/markdown/python-net/agents-a...
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  9. How to Diff Document Metadata in Python - Quick...

    Diff every metadata property between two document versions in Python. Working code for extraction, ownership and revision detection, and CSV/Json audit exports....The repository also includes a JSON exporter with a stable three-map...

    blog.groupdocs.com/metadata/compare-metadata-be...
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  10. Agents and LLM Integration | GroupDocs

    GroupDocs.Viewer 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 pipelines....json (or project .mcp.json) // Claude Desktop:...Support/Claude/claude_desktop_config.json { "mcpServers" : { "groupdocs-docs"...

    docs.groupdocs.com/viewer/python-net/agents-and...
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