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  1. 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....keyword, phrase, wildcard, regular expression, boolean and field queries...keyword, phrase, wildcard, regular-expression, fuzzy, boolean, faceted...

    docs.groupdocs.com/search/python-net/agents-and...
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  2. GroupDocs.Search for .NET 26.10 – New Index For...

    GroupDocs.Search for .NET 26.10 is a major release with a redesigned index format: smaller indexes, 2x less RAM, faster search, deletion and optimization. Learn more and upgrade today....times faster Wildcard, regular expression, numeric range and fuzzy...

    blog.groupdocs.com/search/groupdocs-search-for-...
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  3. Search results | GroupDocs

    This article describes the classes that represent search results and shows how to work with them....found by fuzzy, wildcard, regular expression, numeric range search...

    docs.groupdocs.com/search/python-net/search-res...
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  4. GroupDocs Blog

    GroupDocs Blog - GroupDocs Blog | Document Automation Solutions for .NET & Java Developers...basics of searching with regular expressions in Java, so you can smartly...

    blog.groupdocs.com/groupdocs.blog/page/11/
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  5. 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......exact phrase or by a regular expression, covering both whole...every annotation or use a regular expression to match only the ones...

    docs.groupdocs.com/redaction/python-net/llms-fu...
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  6. 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....basics of searching with regular expressions in Java, so you can smartly...

    blog.groupdocs.com/categories/groupdocs.search-...
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  7. Case sensitive search - Free Support Forum - gr...

    Hi, we understood that case sensitive search is not possible if pattern search or Regular Expressions are being used. Is there a way to retrieve the original match from a document or to find out whether the match was ca…...if pattern search or regular expressions are being used. Is there...

    forum.groupdocs.com/t/case-sensitive-search/17768
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  8. Search index settings | GroupDocs

    This page contains a description of all index settings that can be specified in an instance of the IndexSettings class in GroupDocs.Search for Python via .NET....the words found by a regular expression, numeric range, fuzzy...

    docs.groupdocs.com/search/python-net/search-ind...
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  9. Search index settings | GroupDocs

    This page contains a description of all index settings that can be specified in an instance of the IndexSettings class....the words found by a regular expression, numeric range, fuzzy...

    docs.groupdocs.com/search/net/search-index-sett...
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  10. Big News! GroupDocs.Redaction has been released...

    Do you have to deal with a frequent exchange of the digital documents? Do your documents contain classified and sensitive information that needs to be protected? If they do, how do you process such documents to hide or remove some specific information before sending them outside your company? Well, these questions will definitely pop out the solution that you are currently using for protecting the sensitive content in your document....Search and redact using regular expressions Use textual (exemption...

    blog.groupdocs.com/redaction/groupdocs-redactio...
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