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summarize-agent

The summarize-agent is a powerful AI tool designed to extract summaries and answer questions about documents and text files within automated security workflows. By efficiently processing text, it provides valuable insights that enhance data comprehension and decision-making in security contexts.

Ideal Use Cases & Fit​

This tool excels in scenarios where large volumes of documents need to be analyzed quickly for important content and trends. It is particularly well-suited for:

  • Analyzing security reports or incident documents to extract key information.
  • Creating concise summaries of lengthy documentation for rapid review.
  • Generating specific questions and answers from extensive text files, aiding in compliance or threat assessment.

The summarize-agent may not be appropriate for contexts requiring real-time data monitoring or for processing non-text formats such as images or video.

Value in Workflows​

Incorporating the summarize-agent into security workflows enables early reconnaissance and post-incident analysis by distilling critical information from document troves. This enhances situational awareness and allows security teams to make informed decisions based on comprehensive insights derived from multiple sources.

Input Data​

The summarize-agent expects input in JSON Lines format, which includes matched files that need summarization. The required field is:

  • Matched files: A list of document file paths that will be summarized.

Example input:

{"matched": ["document1.pdf", "document2.pdf"]}

Configuration​

The following parameters can be configured to tailor the tool's operation:

  • question_list: Specifies a list of questions, separated by question marks or newlines, to guide the summarization process. This is optional but enhances the relevance of the output.