Summarize a Document

Summarizing documents is a valuable tool for content review, quick insights, or preparing abstracts. Aspose.Words supports document summarization using AI-powered models, making it easier to process long text. This feature, available in the aspose.words.ai module, integrates advanced generative language models from OpenAI and Google.

You can specify various options for summarizing document content. Use the summarize method to generate a summary of your document. You can also set summary length using the summary_length property.

With Aspose.Words, implementing document summarization is straightforward. The following code example shows hot to summirize a documet using GPT-4o model:

first_doc = aw.Document(MyDir + "Big document.docx")
second_doc = aw.Document(MyDir + "Document.docx")
api_key = os.getenv("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(first_doc, options)
oneDocumentSummary.save(ArtifactsDir + "AI.AiSummarize.One.docx")
options.summary_length = aw.ai.SummaryLength.LONG
multi_document_summary = model.summarize([first_doc, second_doc], options)
multiDocumentSummary.save(ArtifactsDir + "AI.AiSummarize.Multi.docx")

Summarizing documents with Aspose.Words saves time and helps you focus on essential information. For more information, check the aspose.words.ai API documentation.