def full_answer(self, question_text, top_number=10):
"""
get answer collection for the question
:param question_text: question text
:return: a full answer collection
"""
question = Question(question_text)
print(question_text)
question_with_intent = self.template_analyzer.generate_question_with_intent(
question)
if question_with_intent is None:
question_with_intent = self.dialogflow_analyzer.generate_question_with_intent(
question)
answer_collection = self.solver_collection.solve_by_solvers(
question_with_intent)
if answer_collection:
answer_collection = answer_collection.get_top_answers(
top_number=top_number)
else:
answer_collection = AnswerCollection()
if len(answer_collection.answer_list) == 0:
answer_collection.answer_type = AnswerCollection.ANSWER_TYPE_DEFAULT
text = "I can't answer this quesion!"
answer = Answer(answer_text=text, score=1.0, node=None)
answer_collection.add(answer)
return answer_collection
def get_answer_collection(self, question_with_intent):
answer_collection = AnswerCollection(
AnswerCollection.ANSWER_TYPE_DEFAULT)
intent = question_with_intent.intent
text = intent.get_slot_value("Text")
answer = Answer(answer_text=text, score=1.0, node=None)
answer_collection.add(answer)
return answer_collection
def get_answer_collection(self, question_with_intent):
answer_collection = AnswerCollection(AnswerCollection.ANSWER_TYPE_LIST)
intent = question_with_intent.intent
feature = intent.get_slot_value("Feature")
node_linking_record_list = self.graph_accessor.search_entity_by_feature(
feature)
self.add_answer_to_list(answer_collection, node_linking_record_list)
return answer_collection
def get_answer_collection(self, question_with_intent):
answer_collection = AnswerCollection(AnswerCollection.ANSWER_TYPE_LIST)
intent = question_with_intent.intent
entity = intent.get_slot_value("Entity")
node_linking_record_list = self.graph_accessor.search_entity_by_relation(
entity, "belong to")
self.add_answer_to_list(answer_collection, node_linking_record_list)
return answer_collection
def get_answer_collection(self, question_with_intent):
answer_collection = AnswerCollection(
AnswerCollection.ANSWER_TYPE_SINGLE)
intent = question_with_intent.intent
self.entity = intent.get_slot_value("Entity")
node_linking_record_list = self.graph_accessor.entity_linking_by_fulltext_search(
self.entity)
self.add_answer_to_list(answer_collection, node_linking_record_list)
return answer_collection
def get_answer_collection(self, question_with_intent):
answer_collection = AnswerCollection(AnswerCollection.ANSWER_TYPE_LIST)
intent = question_with_intent.intent
function_str = intent.get_slot_value("Function")
node_linking_record_list = self.graph_accessor.entity_linking_by_function_search(
function_str)
self.add_answer_to_list(answer_collection, node_linking_record_list)
return answer_collection