tooluniverse.compose_scripts.output_summarizer module

Output Summarization Composer Script

This script handles the intelligent summarization of tool outputs by: 1. Chunking large outputs into manageable pieces 2. Processing each chunk with AI-powered summarization 3. Merging the summarized chunks into a coherent final summary

The script leverages ToolUniverse’s AgenticTool infrastructure to provide intelligent, context-aware summarization that focuses on information relevant to the original query.

tooluniverse.compose_scripts.output_summarizer.compose(arguments, tooluniverse, call_tool)[source]

Main composition function for output summarization.

This function orchestrates the complete summarization workflow: - Chunks the input text into manageable pieces - Summarizes each chunk using AI - Merges the summaries into a final coherent result

Parameters:

  • arguments (Dict[str, Any]) –

    Dictionary containing: - tool_output (str): The original tool output to be summarized - query_context (str): Context about the original query - tool_name (str): Name of the tool that generated the output - chunk_size (int, optional): Size of each chunk for processing - focus_areas (str, optional): Areas to focus on in summarization - max_summary_length (int, optional): Maximum length of final

    summary

  • tooluniverse – ToolUniverse instance for tool execution

  • call_tool – Function to call other tools within the composition

Returns:

Dictionary containing:

  • success (bool): Whether summarization was successful

  • original_length (int): Length of original output

  • summary_length (int): Length of final summary

  • chunks_processed (int): Number of chunks processed

  • summary (str): The summarized output

  • tool_name (str): Name of the original tool

  • error (str, optional): Error message if summarization failed

Return type:

Dict[str, Any]