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  1. System prompt recipes|Documentation

    Effective system prompts for Aspose.LLM for .NET chat sessions — concise assistant, structured output, role-play, tool-use stand-ins, and format enforcement.... For reasoning-tuned models (DeepSeek-R1, Qwen3 with chain-of-thought)...output on the caller side — the model can still misbehave and produce...

    docs.aspose.com/llm/net/use-cases/system-prompt...
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  2. GPU deployment with CUDA|Documentation

    Deploy Aspose.LLM for .NET on NVIDIA GPUs — select CUDA, offload all layers, configure multi-GPU split, and size VRAM for Model + KV cache....maximum throughput for a given model size. Multi-GPU server where...where you need to split a large model. Cloud VM with CUDA-capable...

    docs.aspose.com/llm/net/use-cases/gpu-deploymen...
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  3. AiModel.check_grammar method | Aspose.Words for...

    AiModel.check_grammar method. Checks grammar of the provided document...leverages the connected AI model for checking grammar of document...OpenAI generative language models. model = aw . ai . AiModel . create...

    reference.aspose.com/words/python-net/aspose.wo...
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  4. SummaryLength Enum | Aspose.Words for .NET

    Discover the Aspose.Words.AI.SummaryLength enum, offering flexible summary length options for enhanced document summarization and improved content clarity....text using OpenAI and Google models. Document firstDoc = new Document...generative language models. AiModel model = (( OpenAiModel ) AiModel...

    reference.aspose.com/words/net/aspose.words.ai/...
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  5. CheckGrammarOptions class | Aspose.Words for No...

    Aspose.Words.AI.CheckGrammarOptions class. Allows to specify various options while checking grammar of a document using AI....OpenAI generative language models. let model = aw . AI . AiModel .... createGpt4OMini (); model . setApiKey ( apiKey ); let grammarOptions...

    reference.aspose.com/words/nodejs-net/aspose.wo...
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  6. OpenAiModel.with_project method | Aspose.Words ...

    OpenAiModel.with_project method. Sets a specified Project to the Model....a specified Project to the model. def with_project ( self , project_id...text using OpenAI and Google models. first_doc = aw . Document...

    reference.aspose.com/words/python-net/aspose.wo...
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  7. AiModel.WithApiKey | Aspose.Words for .NET

    Unlock the power of AiModel with the WithApiKey method. Effortlessly set your API key for enhanced functionality and seamless integration....a specified API key to the model. public AiModel WithApiKey (...text using OpenAI and Google models. Document firstDoc = new Document...

    reference.aspose.com/words/net/aspose.words.ai/...
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  8. 搜索

    搜索...xlsx"); } @model List<Excel_Viewer.Helper.Sheet>...role="tablist"> @for (int i = 0; i < Model.Count; i++) { if (i == 0) {...

    blog.aspose.com/zh-hant/cells/view-excel-files-...
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  9. Low memory tuning|Documentation

    Fit Aspose.LLM for .NET into a tight memory budget — small Model, short context, KV cache quantization, aggressive offload, and memory mapping.... Pick a small model Start with the smallest preset...meets your quality bar: Preset Model size Memory footprint (Q4 +...

    docs.aspose.com/llm/net/use-cases/low-memory-tu...
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  10. 在 PHP 中创建 3D 演示文稿|Aspose.Slides for PHP 文档

    使用 Aspose.Slides 在 PHP 中轻松生成交互式 3D 演示文稿。快速导出为 PowerPoint 和 OpenDocument 格式，以实现多用途使用。...demonstrate 3D model of your future business project, 3D model of the...building or its interior, 3D model of the game character, or just...

    docs.aspose.com/slides/zh/php-java/3d-presentat...
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