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  1. 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......company, comments, and EXIF data on images — so no sensitive...or footers where confidential data is expected to appear. See [Image...

    docs.groupdocs.com/redaction/python-net/llms-fu...
  2. Extract text structure | GroupDocs

    This article explains that how to extract text structure from documents....Working with text / Extract text structure Extract text structure...provides the functionality to extract the text structure from documents...

    docs.groupdocs.com/parser/java/extract-text-str...
  3. Search text | GroupDocs

    Learn how to search for keywords and use regular expressions to find text in documents using GroupDocs.Parser for .NET. Search text with case sensitivity and whole word options in C#....parameters for the highlight extraction; Instantiate object with...welcome to parse documents and extract data from PDF, DOC, DOCX, PPT...

    docs.groupdocs.com/parser/net/search-text/
  4. Extract hyperlinks from document | GroupDocs

    Learn how to extract hyperlinks from documents using GroupDocs.Parser for Python via .NET. Extract links with text and URLs from PDF, Word, Excel....hyperlinks / Extract hyperlinks from document Extract hyperlinks...provides functionality to extract hyperlinks from documents including...

    docs.groupdocs.com/parser/python-net/extract-hy...
  5. 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....# (c) rasterize with anti-extraction effects ro = RasterizationOptions...redactor . save ( buf , ro ) data = buf . getvalue () ``` ###...

    docs.groupdocs.com/redaction/python-net/agents-...
  6. Search text | GroupDocs

    This article explains that how to search text from documents....parameters for the highlight extraction; Instantiate object with...Apps. You are welcome to extract data from PDF, DOC, DOCX, PPT...

    docs.groupdocs.com/parser/java/search-text/
  7. Edit Email | GroupDocs

    This guide demonstrates how to edit the content of documents from the Email format family like common text documents using GroupDocs.Editor for Python via .NET....individual mail letters, contact data, personal information, calendars...detect the document format and extract its metadata without editing...

    docs.groupdocs.com/editor/python-net/edit-email/
  8. Reverse Image Search in Documents

    Build your app with reverse image search functionality in documents and image files.... Feature Extraction : Instead of analyzing every...efficiently locate and compare visual data. With features like image indexing...

    blog.groupdocs.com/search/reverse-image-search/
  9. Working with Form Fields | GroupDocs

    This article demonstrates how to load, edit, and read form fields in a Word document using GroupDocs.Editor for Node.js via Java....manipulation and extraction of form field data from documents....

    docs.groupdocs.com/editor/nodejs-java/working-w...
  10. Compare Document Metadata with GroupDocs.Metada...

    Practical guide showing how to detect added, removed, and changed metaData between document versions using GroupDocs.MetaData for Java. Includes code examples for full diff, ownership detection, revision history, and export formats....provides a programmatic way to extract every metadata field and compute...Metadata loads each file, extracts all accessible properties...

    blog.groupdocs.com/metadata/compare-metadata-ve...