import jsgf from os import listdir from os.path import isfile, join mypath = "./gramatics/" onlyfiles = [f for f in listdir(mypath) if isfile(join(mypath, f))] grammars = [] for grammarFile in onlyfiles: grammar = jsgf.parse_grammar_file(mypath + grammarFile) grammars.append(grammar) 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 = None for grammar in grammars: matched = grammar.find_matching_rules(utterance) if matched: break if matched: return get_dialog_act(matched[0]) else: return {'act': 'null', 'slots': []} #result = nlu('jakie są dostępne funkcje') #result = nlu('w czym możesz mi pomóc') #result = nlu('jakie są nowe pull requesty') #result = nlu('ile jest nowych pull requestów') result = nlu('pokaż mi nowe powiadomienia z trzech tygodni') print(result)