To cover a broader range of action types,
OpenAIFunctionEvalcould be expanded to handle more types of OpenAI functions or could even be generalized to accommodate multiple action types. This would likely necessitate restructuring theextract_actionsand_filter_actionsmethods. Additional logic would also be necessary to distinguish between different types of actions.Currently, the
OpenAIFunctionEvalclass may not extract actions properly from other types of messages. It’s specifically designed to handle OpenAI function call actions. To use OpenAIFunctionEval for other types of messages, it might be necessary to add more sophisticated logic to properly parse these messages, or even build new classes to handle different message formats.Currently,
OpenAIFunctionEvalhandles both action extraction and filtering. These concerns could be separated by creating dedicated classes for each task. For example, anActionExtractorclass could handle the extraction of actions while anActionFilterclass could handle the filtration. This would lead to a cleaner design and more flexibility when expanding the capabilities of the system.
Note: Given that this was produced with current context, the actual
class, methods and their behaviors might differ in the live environment.
The automata.llm.eval.eval_providers or OpenAIFunctionEval and
related classes or methods might not even exist. Please refer to
official OpenAI documentation for updated and accurate information.