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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....server that enables LLMs to query the documentation on demand...

    docs.groupdocs.com/markdown/python-net/agents-a...
  2. XMP Metadata in PSD and AI Files - .NET Guide f...

    Creative teams lose track of rights and keywords inside PSD and AI files. Learn how GroupDocs.Metadata for .NET reads and writes xmp metadata server-side, with working C# code....assets exist but never match a query. // Replace the dc:subject bag...

    blog.groupdocs.com/metadata/xmp-metadata-in-ado...
  3. GroupDocs.Markdown for Python via .NET — Export...

    Convert PDF, Word, Excel, EPUB, and more to Markdown directly from Python. A self-contained PyPI wheel with a pythonic API, async support, and LLM-friendly output....After that, your agent can query the documentation on demand...

    blog.groupdocs.com/markdown/groupdocs-markdown-...
  4. Agents and LLM Integration | GroupDocs

    GroupDocs.Conversion 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 AI-driven document pipelines....server that enables LLMs to query the documentation on demand...

    docs.groupdocs.com/conversion/python-net/agents...
  5. Supported File Formats | GroupDocs

    Complete list of the 190+ file formats GroupDocs.Viewer for Python via .NET can render — Microsoft Office, PDF, CAD, email, archives, images, eBooks, and more....Source Code File Structured Query Language Data File Plain Text...

    docs.groupdocs.com/viewer/python-net/getting-st...
  6. GroupDocs.Assembly Engine APIs | GroupDocs

    Note In this article, we will discuss the behavior of GroupDocs.Assembly APIs. Overview of the API Classes of GroupDocs.Assembly are located within the GroupDocs.Assembly namespace. The main of the classes is DocumentAssembler. All the functionality required to build a report from a template is assembled within the class. Building Reports To build a report from a template, you can use one of the DocumentAssembler.AssembleDocument overloads. The following table describes parameters of these overloads....you most likely expect an SQL query like the following one to be...LINQ providers, the actual SQL query in this case is as follows....

    docs.groupdocs.com/assembly/python-net/groupdoc...
  7. 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…...Wildcard search (time in seconds) Query A1, 1 thread A0, 1 thread A0...Complex wildcard and search queries now scale with the number of...

    forum.groupdocs.com/t/indexes-with-over-33-some...
  8. GroupDocs.Assembly Engine APIs | GroupDocs

    Note In this article, we will discuss the behavior of GroupDocs.Assembly APIs. Overview of the API Classes of GroupDocs.Assembly are located within the GroupDocs.Assembly namespace. The main of the classes is DocumentAssembler. All the functionality required to build a report from a template is assembled within the class. Building Reports To build a report from a template, you can use one of the DocumentAssembler.AssembleDocument overloads. The following table describes parameters of these overloads....you most likely expect an SQL query like the following one to be...LINQ providers, the actual SQL query in this case is as follows....

    docs.groupdocs.com/assembly/net/groupdocs-assem...
  9. Groupdocs Parser - Free Support Forum - groupdo...

    Hi team, I am currently using trial evaluation version of Abby as well as Atalasoft to extract text based on templates, the results are fine but I want to use a single set of component in our application, as I am alread…...am hoping to get the above query answered sharing the sample...

    forum.groupdocs.com/t/groupdocs-parser/15108
  10. RAM usage - Free Support Forum - groupdocs.com

    Hello, We are experimenting with “big data” and GroupDocs.Search. Putting 10k files into the index works, putting 100k files into it works too (because of the recent ArithmeticOverflow fix), but indexing 1 million real…...in shards you dispose, and query them with IndexRepository ....full reindex and alters what queries match. Test on a subset. 4...

    forum.groupdocs.com/t/ram-usage/17742