pattern match for nlp
Project description
说明
支持中文语句的模版匹配。可以理解为,简单版本的百度unit或者科大讯飞的AIUI
对于,简单语句的自然语言理解也是很方便的。欢迎大家试用。
对于不喜欢调用API,喜欢在自己代码中嵌入的人是蛮好用的。
用例
``` from pmnlp.word import build_sentence_word_dict from pmnlp.sentence import SentenceTplTrie # 初始化,用于记录用户配置的词槽,以及语句的模版匹配。 user_word_dict = {'num': ['一杯', '两杯'], 'coffee': [ '拿铁', '拿铁咖啡'], 'common': [], 'phone': ['re\d+']} sentent_intent_tpl = { 'coffee': '[common:0-4][num][common:0-10][coffee]' } # 建立模型 sentence_word_dict = build_sentence_word_dict(word_dict=user_word_dict) test_tree = SentenceTplTrie(word_dict=sentence_word_dict) test_tree.build(sentence_tpl_dict=sentent_intent_tpl, common_key='common') # 理解用户输入 _, intent, result = test_tree.sep('我要一杯热啊啊啊啊啊啊拿铁咖啡',common_key='common') if isinstance(intent, str): print(intent, result) else: print(intent, result) ```
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