def printInfo(event):
seg = Seg()
seg.load_userdict('../userdict/userdict.txt')
# 读取数据
List_kw, questionList, answerList = read_corpus1()
# 初始化模型
ss = SentenceSimilarity(seg)
ss.set_sentences(questionList)
ss.TfidfModel() # tfidf模型
# ss.LsiModel() # lsi模型
# ss.LdaModel() # lda模型
text2.delete(1.0, END)
question = (text1.get('1.0', END))
#if question == 'q':
#break
time1 = time.time()
question_k = ss.similarity_k(question, 5)
text2.insert("insert", "： {}".format(answerList[question_k[0][0]]))
#print("： {}".format(answerList[question_k[0][0]]))
#for idx, score in zip(*question_k):
# print("same questions： {}, score： {}".format(questionList[idx], score))
#time2 = time.time()
#cost = time2 - time1
#print('Time cost: {} s'.format(cost))
#entry2.insert(10,question)
#清空entry2控件
text1.delete(1.0, END)
syn("： {}".format(answerList[question_k[0][0]]))
def main(question, top_k, task='faq'):
# 读取数据
if task == 'chat':
qList_kw, questionList, answerList = read_corpus2()
else:
qList_kw, questionList, answerList = read_corpus1()
"""简单的倒排索引"""
# 计算倒排表
invertTable = invert_idxTable(qList_kw)
inputQuestionKW = seg.cut(question)
# 利用关键词匹配得到与原来相似的问题集合
questionList_s, answerList_s = filter_questionByInvertTab(
inputQuestionKW, questionList, answerList, invertTable)
# 初始化模型
ss = SentenceSimilarity(seg)
ss.set_sentences(questionList_s)
ss.TfidfModel() # tfidf模型
# ss.LsiModel() # lsi模型
# ss.LdaModel() # lda模型
question_k = ss.similarity_k(question, top_k)
return question_k, questionList_s, answerList_s
seg.load_userdict('./userdict/userdict.txt')
# 读取数据
List_kw, questionList, answerList = read_corpus()
# 初始化模型
ss = SentenceSimilarity(seg)
ss.set_sentences(questionList)
ss.TfidfModel() # tfidf模型
# ss.LsiModel() # lsi模型
# ss.LdaModel() # lda模型
while True:
question = input("请输入问题(q退出): ")
if question == 'q':
break
time1 = time.time()
question_k = ss.similarity_k(question, 5)
print("亲，我们给您找到的答案是： {}".format(answerList[question_k[0][0]]))
for idx, score in zip(*question_k):
print("same questions： {}, score： {}".format(questionList[idx], score))
time2 = time.time()
cost = time2 - time1
print('Time cost: {} s'.format(cost))