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  1. Archive

    archives...min Tables out of PDFs, into JSON, without an LLM guessing the...Igor Zubarev · 5 min Compare JSON Files in C#, Java, and Node...

    blog.groupdocs.com/archives/
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  2. 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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  3. AI agents and LLM integration | GroupDocs

    GroupDocs.Search for Python via .NET is AI agent and LLM friendly: machine-readable documentation, MCP servers, AGENTS.md shipped inside the pip package, and a local full-text index that finds the passages an AI pipeline needs....json (or project .mcp.json) // Claude Desktop:...Support/Claude/claude_desktop_config.json { "mcpServers" : { "groupdocs-docs"...

    docs.groupdocs.com/search/python-net/agents-and...
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  4. Write AI review comments into documents | Group...

    Take the {quote, comment} findings a language model returns, locate each quote on the page and write it into the document as a highlight with a comment and a reply thread - in PDF, Word, Excel and PowerPoint, server-side, with no Word add-in.... It reads findings from a JSON file, or asks a model for them...

    docs.groupdocs.com/annotation/net/write-ai-revi...
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  5. 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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  6. 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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  7. 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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  8. 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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  9. 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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  10. 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...
    more..