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  1. llms.txt

    # GroupDocs > Central documentation index for GroupDocs on-premise document processing SDKs. Explore developer documentation and guides for all product families. GroupDocs provides on-premise docum......GroupDocs > Central documentation index for GroupDocs on-premise document...[Character replacement during Indexing](https://docs.groupdocs.c...

    docs.groupdocs.com/llms.txt
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  2. GroupDocs Blog

    GroupDocs Blog - GroupDocs Blog | Document Automation Solutions for .NET & Java Developers...text directly, it searches an index. This would be the equivalent...a keyword by searching the index at the back of a book, as opposed...

    blog.groupdocs.com/groupdocs.blog/page/41/
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  3. Agents and LLM Integration | GroupDocs

    GroupDocs.Metadata for Python via .NET is AI agent and LLM friendly — machine-readable documentation, an MCP server, AGENTS.md shipped inside the pip package, and runnable code examples for metadata-driven AI pipelines....formats: Extract metadata for indexing / RAG — pull author, title...EXIF/XMP/IPTC fields into your search index or vector store. Sanitize before...

    docs.groupdocs.com/metadata/python-net/agents-a...
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  4. C# Regex - Search in Documents using Regular Ex...

    Unlock the power of programmatic search in C#! Learn how to search multiple text-based documents across folders with precision using regular expressions.... Create an Index by providing a folder path....search directory to the created index. Define the regex search query...

    blog.groupdocs.com/search/search-in-documents-b...
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  5. Search operation table | GroupDocs

    This article shows that how to provides syntax of all elements allowed in text search queries....Alphabet in order for it to be indexed as a valid character (not as...appropriate type in Alphabet before indexing) More resources GitHub examples...

    docs.groupdocs.com/search/java/search-operation...
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  6. Features Overview | GroupDocs

    Key features of GroupDocs.Metadata for Python via .NET — read, edit, remove, and export metadata; EXIF, IPTC, and XMP standards; ID3 audio tags; document inspection; and AI-pipeline integration....a structured data file for indexing, reporting, or downstream...structured data to enrich search indexes and LLM context. The groupdocs-metadata-net...

    docs.groupdocs.com/metadata/python-net/features...
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  7. GroupDocs.Viewer for .NET overview | GroupDocs

    GroupDocs.Viewer for .NET allows you to render documents in various formats as HTML, PDF, JPEG, and PNG files. You do not need to use third-party software to view files within your .NET application....for downstream processing, indexing, and analysis. Document security...

    docs.groupdocs.com/viewer/net/product-overview/
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  8. Java Regex - Search in Documents using Regular ...

    Unlock the power of programmatic search in Java! Learn how to search multiple text-based documents across folders with precision using regular expressions.... Start by making an Index by specifying the folder path...where you want to search in the index you just created. Set up the...

    blog.groupdocs.com/search/search-in-documents-b...
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  9. C# Fuzzy Search - Find in Files across Folders

    Unlock the power of programmatic fuzzy search in C#! Search multiple text-based documents across folders for approximate matches with error tolerance....folders using C#: Create an Index by providing a folder path....search directory to the created index. Define the search query . Activate...

    blog.groupdocs.com/search/fuzzy-search-csharp/
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  10. Search results | GroupDocs

    This article shows that how to perform the operations on search results....returns the found document by index. The found document is represented...// Creating an index Index index = new Index ( indexFolder );...

    docs.groupdocs.com/search/java/search-results/
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