IAiModelText class
IAiModelText class
The common interface for AI models designed to generate a variety of text-based content.
Methods
| Name | Description |
|---|---|
| summarize(source_document, options) | Generates a summary of the specified document, with options to adjust the length of the summary. This operation leverages the connected AI model for content processing. |
| summarize(source_documents, options) | Generates summaries for an array of documents, with options to control the summary length and other settings. This method utilizes the connected AI model for processing each document in the array. |
| translate(source_document, target_language) | Translates the provided document into the specified target language. This operation leverages the connected AI model for content translating. |
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()
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