EagerSearch

Naming strategy for tools associated with this reference. Defaults to prefixing tool names with the tool prefix and an underscore.

Convert this reference to a MatryoshkaReference, exposing a single tool object that supports nesting. Do not rewrap a MatryoshkaReference. Thus repeated calls to this method are safe.

Notes about this reference, such as usage guidance. Does not need to consider prompt prefix, name or description as they will be added automatically.

Return the instances of tool object. Defaults to this

Create a tool object for this reference.

A safe prefix for LLM tools associated with this reference. Defaults to the name lowercased with spaces replaced by underscores. Subclasses can override it

Return framework-agnostic tools provided by this reference. These tools will be added to the PromptRunner when the reference is added.

Eagerly search for results similar to the given text.

Convert this reference to a reference exposing a single unfolding tool. Does not rewrap an unfolding reference. Thus repeated calls to this method are safe.

Convert this reference to a reference exposing a single unfolding tool, with progressively-disclosed detail attached.