FAQrobot.py 文件源码

def maxSimTxt(self, intxt, simCondision=0.1, simType='simple'):
        """
        ????????????????????
        simType=simple, simple_POS, vec
        """
        self.lastTxt.append(intxt)
        if simType not in ('simple', 'simple_pos', 'vec'):
            return 'error:  maxSimTxt?simType?????: {}'.format(simType)

        # ??????????????? simple_pos ??
        embedding = self.vecModel
        if simType == 'vec' and not embedding:
            simType = 'simple_pos'

        for t in self.zhishiku:
            questions = t.q_vec if simType == 'vec' else t.q_word
            in_vec = jieba.lcut(intxt) if simType == 'simple' else pseg.lcut(intxt)

            t.sim = max(
                similarity(in_vec, question, method=simType, embedding=embedding)
                for question in questions
            )
        maxSim = max(self.zhishiku, key=lambda x: x.sim)
        logger.info('maxSim=' + format(maxSim.sim, '.0%'))

        if maxSim.sim < simCondision:
            return '?????????????????????????'

        return maxSim.a