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This class enables us to send a dictionary containing an output key and the expected format, which in turn allows us to retrieve the result of the matching formats and extract specific information from it.
To exclude irrelevant information from our return dictionary, we can prompt the LLM to use a specific command that notifies us when it doesn't know the answer. We refer to this variable as the "no_update_value".
Regarding the updated regular expression pattern (r"{}:\s?([^.'\n']*).?"), it enables us to retrieve a format as 'Output Key':'value'.
We have improved the regex by adding an optional space between ':' and 'value' with "s?", and by excluding points and line jumps from the matches using "[^.'\n']*".