tooluniverse.tools.ToolMetadataStandardizer module

ToolMetadataStandardizer

Standardizes and groups semantically equivalent metadata strings (e.g., sources, tags) into canon…

tooluniverse.tools.ToolMetadataStandardizer.ToolMetadataStandardizer(metadata_list, limit=None, *, stream_callback=None, use_cache=False, validate=True)[source]

Standardizes and groups semantically equivalent metadata strings (e.g., sources, tags) into canon…

Parameters:

  • metadata_list (list[Any]) – List of raw metadata strings (e.g., sources, tags) to standardize and group.

  • limit (int) – If provided, the maximum number of canonical strings to return. The LLM will …

  • stream_callback (Callable, optional) – Callback for streaming output

  • use_cache (bool, default False) – Enable caching

  • validate (bool, default True) – Validate parameters

Return type:

Any