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- Extract methods used by `ParameterExtractorNode` from `LLMNode` into a separate file. - Convert `ParameterExtractorNode` into a subclass of `BaseNode`. - Refactor code referencing the extracted methods to ensure functionality and clarity. - Fixes the issue that `ParameterExtractorNode` returns error when executed. - Fix relevant test cases. Closes #20840.