Supported AI Models

Aspose.Words now leverages advanced AI models to enhance document processing and analysis. With the Aspose.Words.AI namespace, developers can access AI-powered features such as document summarization and analysis, document translation, and grammar checking by integrating generative language models from industry leaders.

Supported Model Types

Aspose.Words library currently supports integration with:

• OpenAI,
• Google,
• and Claude models' families.

These models bring powerful capabilities for working with documents. By enabling seamless interaction with these AI tools, Aspose.Words simplifies complex tasks and enhances productivity for developers.

The full list of supported model types is listed in the AiModelType enumeration.

You can create a model instance using the Create method of the AiModel class.

The following code example shows how to create a new instance of AiModel class:

public static AiModel Create(AiModelType modelType)

For more information, check the Aspose.Words.AI API documentation.

Using Self-hosted LLM Implementations

With Aspose.Words, developers can also integrate self-hosted LLMs (Large Language Models), providing an alternative to OpenAI/Anthropic/Google’s hosted services.

The following code example shows how to create a self-hosted LLM based on OpenAI’s generative language model:

public void SelfHostedModel()
{
    Document doc = new Document(MyDir + "Big document.docx");

    string apiKey = Environment.GetEnvironmentVariable("API_KEY");
    // Use OpenAI generative language models.
    AiModel model = new CustomAiModel().WithApiKey(apiKey);

    Document translatedDoc = model.Translate(doc, Language.Russian);
    translatedDoc.Save(ArtifactsDir + "AI.SelfHostedModel.docx");
}

// Custom self-hosted AI model.
internal class CustomAiModel : OpenAiModel
{
    protected override string Url
    {
        get { return "https://localhost/"; }
    }

    protected override string Name
    {
        get { return "my-model-24b"; }
    }
}