GoogleAiModel class
GoogleAiModel class
An abstract class representing the integration with Google’s AI models within the Aspose.Words.
Inheritance: GoogleAiModel → AiModel
Interfaces: IAiModelText
Properties
| Name | Description |
|---|---|
| timeout | 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). (Inherited from AiModel) |
| url | Gets or sets a URL of the model. The default value is “https://generativelanguage.googleapis.com/v1beta/models/". |
Methods
| Name | Description |
|---|---|
| check_grammar(source_document, options) | Checks grammar of the provided document. This operation leverages the connected AI model for checking grammar of document. (Inherited from AiModel) |
| create(model_type) | Creates a new instance of AiModel class. (Inherited from AiModel) |
| summarize(doc, options) | Summarizes specified Document object. |
| summarize(docs, options) | Summarizes specified Document objects. |
| translate(doc, language) | Translates a specified document. |
| with_api_key(api_key) | Sets a specified API key to the model. (Inherited from AiModel) |
Examples
Shows how to summarize text using OpenAI and Google models.
first_doc = aw.Document(file_name=MY_DIR + 'Big document.docx')
second_doc = aw.Document(file_name=MY_DIR + 'Document.docx')
api_key = system_helper.environment.Environment.get_environment_variable('API_KEY')
# Use OpenAI or Google generative language models.
model = aw.ai.AiModel.create(aw.ai.AiModelType.GPT_4O_MINI).with_api_key(api_key).as_open_ai_model().with_organization('Organization').with_project('Project')
options = aw.ai.SummarizeOptions()
options.summary_length = aw.ai.SummaryLength.SHORT
one_document_summary = model.summarize(source_document=first_doc, options=options)
one_document_summary.save(file_name=ARTIFACTS_DIR + 'AI.AiSummarize.One.docx')
options.summary_length = aw.ai.SummaryLength.LONG
multi_document_summary = model.summarize(source_documents=[first_doc, second_doc], options=options)
multi_document_summary.save(file_name=ARTIFACTS_DIR + 'AI.AiSummarize.Multi.docx')
See Also
- module aspose.words.ai
- class AiModel
- class IAiModelText