summarize-document

name	summarize_document
description	Summarize a text document using LLM-based summarization.
type	tool
category	document
tool	{"module":"app.skills.summarize_document.tool","function":"summarize_document","async":true}
metadata	{"author":"oniva","version":"1.0.0"}
audit-level	basic

Summarize Document

Summarize text documents using LLM-based anchored iterative summarization.

Usage

result = await summarize_document(
    text="Long document text...",
    max_length=500,
    style="concise"
)

Parameters

Parameter	Type	Required	Default	Description
text	string	Yes	-	Text to summarize
max_length	int	No	500	Maximum summary length in words
style	string	No	"concise"	Summary style: concise, detailed, or bullet

Summary Styles

• concise - Brief, focused summary
• detailed - Comprehensive summary with key points
• bullet - Bullet-point format

Response

{
  "success": true,
  "summary": "The document discusses...",
  "original_length": 15000,
  "method": "llm_anchored_iterative"
}

Methods

• llm_anchored_iterative - Used for documents >= 1000 words
• llm_single_pass - Used for shorter documents
• extractive_fallback - Used when LLM is unavailable