import jsgf order_grammar = jsgf.parse_grammar_file('order.jsgf') order_grammar utterance = 'chciałbym zamowic pizze vesuvio XXL na dwie osoby' matched = order_grammar.find_matching_rules(utterance) def get_dialog_act(rule): slots = [] get_slots(rule.expansion, slots) return {'act': rule.grammar.name, 'slots': slots} def get_slots(expansion, slots): if expansion.tag != '': slots.append((expansion.tag, expansion.current_match)) return for child in expansion.children: get_slots(child, slots) if not expansion.children and isinstance(expansion, jsgf.NamedRuleRef): get_slots(expansion.referenced_rule.expansion, slots) def nlu(_utterance): _matched = order_grammar.find_matching_rules(_utterance) if _matched: return get_dialog_act(matched[0]) else: return {'act': 'null', 'slots': []} print(nlu('chciałbym zamowic pizze vesuvio XXL na dwie osoby'))