GoogleAiModel
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[
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]GoogleAiModel class
Class representing Google AI Models (Gemini) integration within Aspose.Words.
public class GoogleAiModel : AiModel
Constructors
| Name | Description |
|---|---|
| GoogleAiModel(string) | Initializes a new instance of GoogleAiModel class. |
| GoogleAiModel(string, string) | Initializes a new instance of GoogleAiModel class. |
Properties
| Name | Description |
|---|---|
| Timeout { get; set; } | Gets or sets the number of milliseconds to wait before the request to AI model times out. The default value is 100,000 milliseconds (100 seconds). |
| override Url { get; set; } | Gets or sets a URL of the model. The default value is “https://generativelanguage.googleapis.com/v1beta/models/". |
Methods
| Name | Description |
|---|---|
| virtual CheckGrammar(Document, CheckGrammarOptions) | Checks grammar of the provided document. This operation leverages the connected AI model for checking grammar of document. |
| override Summarize(Document, SummarizeOptions) | Summarizes specified Document object. |
| override Summarize(Document[], SummarizeOptions) | Summarizes specified Document objects. |
| override Translate(Document, Language) | Translates a specified document. |
| WithApiKey(string) | Sets a specified API key to the model. |
Remarks
Please refer to https://ai.google.dev/gemini-api/docs/models for Gemini models details.
Examples
Shows how to use google AI model.
string apiKey = Environment.GetEnvironmentVariable("API_KEY");
GoogleAiModel model = new GoogleAiModel("gemini-flash-latest", apiKey);
Document doc = new Document(MyDir + "Big document.docx");
SummarizeOptions summarizeOptions = new SummarizeOptions() { SummaryLength = SummaryLength.VeryShort };
Document summary = model.Summarize(doc, summarizeOptions);
Shows how to summarize text using OpenAI and Google models.
Document firstDoc = new Document(MyDir + "Big document.docx");
Document secondDoc = new Document(MyDir + "Document.docx");
string apiKey = Environment.GetEnvironmentVariable("API_KEY");
// Use OpenAI or Google generative language models.
AiModel model = ((OpenAiModel)AiModel.Create(AiModelType.Gpt4OMini).WithApiKey(apiKey)).WithOrganization("Organization").WithProject("Project");
SummarizeOptions options = new SummarizeOptions();
options.SummaryLength = SummaryLength.Short;
Document oneDocumentSummary = model.Summarize(firstDoc, options);
oneDocumentSummary.Save(ArtifactsDir + "AI.AiSummarize.One.docx");
options.SummaryLength = SummaryLength.Long;
Document multiDocumentSummary = model.Summarize(new Document[] { firstDoc, secondDoc }, options);
multiDocumentSummary.Save(ArtifactsDir + "AI.AiSummarize.Multi.docx");
See Also
- class AiModel
- namespace Aspose.Words.AI
- assembly Aspose.Words
