# 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...embedded image or a scanned page by drawing a filled box over...
Why To Migrate? Here are the key reasons to use the new API provided by GroupDocs.Metadata for Java starting from version 20.2:
The* Metadata* class is introduced as a single entry point to manage metadata in files of all supported formats. Extracting and updating metadata was unified for all supported formats. The product architecture was redesigned from scratch in order to simplify most common operations with metadata properties. Getting document information and preview generation procedures were simplified....Search Product Solution GroupDocs...Product Solution GroupDocs.Watermark Product Solution 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....Search Product Solution GroupDocs...Product Solution GroupDocs.Watermark Product Solution GroupDocs...
Learn how to extract text areas with coordinates and formatting information from documents using GroupDocs.Parser for Python via .NET. Extract text with position data, rectangles, and text styles....Search Product Solution GroupDocs...Product Solution GroupDocs.Watermark Product Solution GroupDocs...
Why To Migrate? Here are the key reasons to use the new API provided by GroupDocs.Metadata for .NET starting from version 19.11:
The* Metadata* class is introduced as a single entry point to manage metadata in files of all supported formats. Extracting and updating metadata was unified for all supported formats. The product architecture was redesigned from scratch in order to simplify most common operations with metadata properties. Getting document information and preview generation procedures were simplified....Search Product Solution GroupDocs...Product Solution GroupDocs.Watermark Product Solution GroupDocs...
What is vCard? vCard, also known as VCF (Virtual Contact File), is a file format standard for electronic business cards. vCards are often attached to e-mail messages, but can be exchanged in other ways. They can contain name and address information, telephone numbers, e-mail addresses, URLs, logos, photographs, and even audio clips.
Note For more information on the format please see https://en.wikipedia.org/wiki/VCard Getting Simple vCard metadata To access Metadata in a vCard, GroupDocs....Search Product Solution GroupDocs...Product Solution GroupDocs.Watermark Product Solution GroupDocs...
What is vCard? vCard, also known as VCF (Virtual Contact File), is a file format standard for electronic business cards. vCards are often attached to e-mail messages, but can be exchanged in other ways. They can contain name and address information, telephone numbers, e-mail addresses, URLs, logos, photographs, and even audio clips.
Note For more information on the format please see https://en.wikipedia.org/wiki/VCard Getting Simple vCard metadata To access Metadata in a vCard, GroupDocs....Search Product Solution GroupDocs...Product Solution GroupDocs.Watermark Product Solution GroupDocs...