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  1. Agents and LLM integration | GroupDocs

    GroupDocs.Markdown for Python via .NET is AI agent and LLM friendly — machine-readable documentation, MCP server, AGENTS.md shipped in the package, and structured output for RAG pipelines....that tokenizes efficiently Chunk-friendly — split by headings...into chunks by headings for embedding import re chunks = re ...

    docs.groupdocs.com/markdown/python-net/agents-a...
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  2. Migration Notes | GroupDocs

    This article describes how to migrate applications to GroupDocs.Search for .NET 26.10 with its new index format, and how to migrate code to the API introduced in version 19.9....Iterate over chunks by the token. The number of chunks of a search...search by chunks is not known in advance; continue while is not null...

    docs.groupdocs.com/search/net/migration-notes/
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  3. Indexes with over 33%, sometimes even ~100% of ...

    Hello, We have observed in the past the indexes can get very large. Most people would probably expect the index to be 10% to maybe 30% of the total size of the original files. Unfortunately, we have observed values over…...are currently enabling the chunk search you offer.) Q2: Because...

    forum.groupdocs.com/t/indexes-with-over-33-some...
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  4. Tags on GroupDocs Blog | Document Automation So...

    Tags on GroupDocs Blog | Document Automation Solutions for .NET & Java Developers Recent content in Tags on GroupDocs Blog | Document Automation Solutions for .NET & Java Developers Add Comments to......in Word Document search in chunk search text in csharp search...

    blog.groupdocs.com/he/tags/index.xml
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  5. Tags on GroupDocs Blog | Document Automation So...

    Tags on GroupDocs Blog | Document Automation Solutions for .NET & Java Developers Recent content in Tags on GroupDocs Blog | Document Automation Solutions for .NET & Java Developers AI Agents analy......in Word Document search in chunk search text in csharp search...

    blog.groupdocs.com/fa/tags/index.xml
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  6. Tags on GroupDocs Blog | Document Automation So...

    Tags on GroupDocs Blog | Document Automation Solutions for .NET & Java Developers Recent content in Tags on GroupDocs Blog | Document Automation Solutions for .NET & Java Developers Add Comments to......in Word Document search in chunk search text in csharp search...

    blog.groupdocs.com/pl/tags/index.xml
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  7. Tags on GroupDocs Blog | Document Automation So...

    Tags on GroupDocs Blog | Document Automation Solutions for .NET & Java Developers Recent content in Tags on GroupDocs Blog | Document Automation Solutions for .NET & Java Developers Add Comments to......in Word Document search in chunk search text in csharp search...

    blog.groupdocs.com/uk/tags/index.xml
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  8. Tags on GroupDocs Blog | Document Automation So...

    Tags on GroupDocs Blog | Document Automation Solutions for .NET & Java Developers Recent content in Tags on GroupDocs Blog | Document Automation Solutions for .NET & Java Developers Add Comments to......in Word Document search in chunk search text in csharp search...

    blog.groupdocs.com/zh/tags/index.xml
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  9. Tags on GroupDocs Blog | Document Automation So...

    Tags on GroupDocs Blog | Document Automation Solutions for .NET & Java Developers Recent content in Tags on GroupDocs Blog | Document Automation Solutions for .NET & Java Developers Add Comments to......in Word Document search in chunk search text in csharp search...

    blog.groupdocs.com/ja/tags/index.xml
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  10. Tags on GroupDocs Blog | Document Automation So...

    Tags on GroupDocs Blog | Document Automation Solutions for .NET & Java Developers Recent content in Tags on GroupDocs Blog | Document Automation Solutions for .NET & Java Developers Add Comments to......in Word Document search in chunk search text in csharp search...

    blog.groupdocs.com/zh-hant/tags/index.xml
    more..