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  1. 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....documents -- redact text by exact phrase or regex, scrub or rewrite...Operations ### Text redaction (exact phrase / regex) ```python from groupdocs...

    docs.groupdocs.com/redaction/python-net/agents-...
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  2. Multi-Threaded & Compact Indexing with Less Sto...

    GroupDocs team is pleased to announce three enhancements in GroupDocs.Search for .NET 18.2. Using the latest version, you can now perform indexing in multiple threads using multi-threaded indexing. Furthermore, you can now implement compact indexing that consumes up to 5 times less disk space. We would recommend you to download the latest version for better user experience. Multi-Threaded Indexing in C# In this enhancement, you can perform indexing in multiple threads....this type does not support phrase search and date range search...

    blog.groupdocs.com/search/multi-threaded-and-co...
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  3. GroupDocs.Redaction for Java 25.12 – Latest Upd...

    Explore what’s new in GroupDocs.Redaction for Java 25.12. Available now on NuGet and GroupDocs website....replacement options and exact phrase redaction ReplacementOptions...

    blog.groupdocs.com/redaction/groupdocs-redactio...
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  4. Redact Text in DOCX using C#

    In this topic, you will learn how to redact text in DOCX using C# without extra software installation. You will also be provided code to replace text in DOCX using C#....string to specify the exact phrase for redaction and a ReplacementOptions...

    kb.groupdocs.com/redaction/net/redact-text-in-d...
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  5. Remove Text Watermark from XLS Using Python

    Remove text watermark from XLS using Python and clean legacy Excel files efficiently. Discover how Python can locate and delete watermark text in spreadsheets....Define the target watermark phrase using the TextSearchCriteria...

    kb.groupdocs.com/watermark/python/remove-text-w...
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  6. Redact Text in XLSX using Java

    In this tutorial, you will learn how to redact text in XLSX using Java. Additionally, you will get a simple code example to replace text in XLSX using Java....constructor Define the exact phrase you want to redact and specify...

    kb.groupdocs.com/redaction/java/redact-text-in-...
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  7. GroupDocs.Search Product Family

    Document Automation APIs to enrich .NET and Java applications to view, edit, annotate, convert, compare, e-sign, parse, split, merge, redact, or classify documents of almost all the popular file formats....10 introduces exact phrase search that enables the users...

    blog.groupdocs.com/categories/groupdocs.search-...
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  8. Redact Text in XLSX using C#

    In this tutorial, you'll learn how to redact text in XLSX using C#. Also, you'll be provided with a straightforward code example to replace text in XLSX using C#....constructor Specify the exact phrase to redact and how to replace...

    kb.groupdocs.com/redaction/net/redact-text-in-x...
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  9. Redact Text in PPTX using C#

    In this tutorial, you'll learn how to redact text in PPTX using C#. Also, you'll be provided with a straightforward code example to replace text in PPTX using C#....string to specify the exact phrase for redaction and a ReplacementOptions...

    kb.groupdocs.com/redaction/net/redact-text-in-p...
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  10. Features Overview | GroupDocs

    The search api allow you to optimize, merge, delete, update and create indexes along with many other fascinating features... Phrase search with wildcards. Search...

    docs.groupdocs.com/search/net/features-overview/
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