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  1. How to get the matching passages instead of rea...

    Let an AI agent quote the passages that answer a question — with a few words of context — instead of reading whole documents into its context, locally over MCP....phrase: -> get_text_fragments {"query":"penalty","indexName":"contracts"}...clause: -> get_text_fragments {"query":"penalty","indexName":"contracts"...

    docs.groupdocs.com/search/mcp/use-cases/quote-m...
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  2. Search with Aliases in Document using Java

    Efficiently search with aliases in document using Java. Learn techniques to enhance document search with aliases in Java for better results and performance....lengthy and complex search queries into concise, user-friendly...better accuracy and ease of query management, making it an invaluable...

    kb.groupdocs.com/search/java/search-with-aliase...
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  3. Spell checking | GroupDocs

    This article shows that how spell checking works during the search....During the search, a search query can be checked for spelling...spelling correction in search queries, the method of the spelling...

    docs.groupdocs.com/search/java/spell-checking/
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  4. Search Different Word Forms using C#

    Search different word forms using C# to find nouns in singular or plural. An example will be provided to implement word form search in C# without extra installation....Search method with your search query and configured options Review...UseWordFormsSearch to true , the search query for the word “relative” returns...

    kb.groupdocs.com/search/net/search-different-wo...
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  5. Reverse Image Search in Documents

    Build your app with reverse image search functionality in documents and image files....using an image as the search query instead of text. Unlike traditional...Hashes : Once the hash for the query image is generated, it is compared...

    blog.groupdocs.com/search/reverse-image-search/
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  6. About Search Engines | GroupDocs

    This page is about the classification of search engines and what place GroupDocs.Search API occupies in this classification. There are a large number of ways to classify search engines. Here are the main ones...help users refine their search query. The goal is to provide users...involves entering a search query and subsequent retrieval of...

    docs.groupdocs.com/search/nodejs-java/about-sea...
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  7. Search Documents with an AI Agent | GroupDocs.S...

    Ask Claude, Cursor or Copilot questions about a folder of PDF, Word and email files, locally: a full-text index and three MCP calls, no vector database....|-- search ---------- | | {"query":"termination AND penalty"}...get_text_fragments ---------- | | {"query":"\"termination penalty\""}...

    blog.groupdocs.com/search/do-you-need-vector-da...
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  8. Perform Case-Sensitive Search using C#

    Easily perform case-sensitive search using C# to retrieve precise results. Learn how to search case-sensitive text in files using C# with step-by-step instructions....match the exact case of your query, making it invaluable in scenarios...Search method with the text query you want to search for, ensuring...

    kb.groupdocs.com/search/net/perform-case-sensit...
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  9. Search options | GroupDocs

    This article describes the search options that can be specified in an instance of the SearchOptions class....layout correction in search queries. By default, the keyboard layout...@"c:\MyDocuments\" ; string query = "Einstein" ; // Creating an...

    docs.groupdocs.com/search/net/search-options/
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  10. Perform Search by Chunks using Java

    Learn how to perform search by chunks using Java for efficient Querying. Explore Java chunked search in large indexes to optimize performance and scalability....search method using the query string and the search options...Finally, specify the search query and perform the search, retrieving...

    kb.groupdocs.com/search/java/perform-search-by-...
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