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  1. AiModel.Summarize | Aspose.Words for .NET

    Smart document summarization API with customizable length options. Generate concise summaries from any document using AI technology....leverages the connected AI model for content processing. public...text using OpenAI and Google models. Document firstDoc = new Document...

    reference.aspose.com/words/net/aspose.words.ai/...
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  2. PageLayoutEvent enumeration | Aspose.Words for ...

    Aspose.Words.Layout.PageLayoutEvent enumeration. A code of event raised during page layout Model build and rendering....page layout model build and rendering. Page layout model is built...triggered build, page layout model may or may not be further rendered...

    reference.aspose.com/words/nodejs-net/aspose.wo...
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  3. ModelFilePath|Documentation

    Highest-priority Model source in Aspose.LLM for .NET — a local file path; bypasses all download logic....highest-priority source for the model file. When set to a non-empty...Hugging Face fields) Category Model source Field on ModelSourceParameter...

    docs.aspose.com/llm/net/developer-reference/par...
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  4. Supported presets|Documentation

    Built-in presets for Aspose.LLM for .NET with Hugging Face Model sources, default context sizes, and quantization....open-weight model families. Each preset specifies the model source...and the engine downloads the model and any vision projector on...

    docs.aspose.com/llm/net/product-overview/suppor...
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  5. UseMemoryMapping|Documentation

    Toggle mmap-based Model loading in Aspose.LLM for .NET — default true; disable only for network filesystems or specific memory layouts....mapping lets the OS stream the model on demand, which cuts startup...default — usually true ) Category Model loading Field on ModelInferenceParame...

    docs.aspose.com/llm/net/developer-reference/par...
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  6. IAiModelText.Summarize | Aspose.Words for .NET

    Effortlessly summarize documents with IAiModelText. Customize summary length using advanced AI for precise content extraction and enhanced readability....leverages the connected AI model for content processing. public...text using OpenAI and Google models. Document firstDoc = new Document...

    reference.aspose.com/words/net/aspose.words.ai/...
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  7. Architecture|Documentation

    Understand the layers, runtime flow, and lifecycle of Aspose.LLM for .NET — from the facade API down to native llama.cpp binaries....instance, and how the SDK manages models, native binaries, and memory...operations. Engine Orchestrates model loading, chat session lifecycle...

    docs.aspose.com/llm/net/product-overview/archit...
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  8. OpenAiModel.with_organization method | Aspose.W...

    OpenAiModel.with_organization method. Sets a specified Organization to the Model....specified Organization to the model. def with_organization ( self...text using OpenAI and Google models. first_doc = aw . Document...

    reference.aspose.com/words/python-net/aspose.wo...
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  9. OpenAiModel.WithOrganization | Aspose.Words for...

    Discover how the OpenAiModel WithOrganization method enhances your AI experience by easily setting your organization for optimized performance....specified Organization to the model. public OpenAiModel WithOrganization...text using OpenAI and Google models. Document firstDoc = new Document...

    reference.aspose.com/words/net/aspose.words.ai/...
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  10. PageLayoutEvent | Aspose.Words for Java

    A code of event raised during page layout Model build and rendering in Java....page layout model build and rendering. Page layout model is built...triggered build, page layout model may or may not be further rendered...

    reference.aspose.com/words/java/com.aspose.word...
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