def main():
# Determine if valid number of arguments are found
if len(sys.argv[1:]) == 0:
print('driver.py <image file>')
sys.exit(1)
# Get the image filepath
imgFp = sys.argv[1]
# On this specific instance use the /tests folder and check against all of the test cases
if imgFp == 'ALL':
testdir = 'tests'
for fp in os.listdir(testdir):
# Only handle .jpg and .png
if fp.endswith('.jpg') or fp.endswith('.png'):
name = fp
fp = os.path.join(testdir, fp)
print(name, 'is found to be a', find_most_similar(Image.open(fp)))
sys.exit(0)
# See if file exists
if not os.path.exists(imgFp):
print(imgFp, 'file does not exist!')
sys.exit(1)
# Load image
img = Image.open(imgFp)
# Find most similar image
print(find_most_similar(img))
def answer_question(text):
question = text
answer = find_most_similar(question)
final_answer = ''
final_question = ''
if answer['score'] > 0.6:
print(answer['score'])
final_answer = answer['answer']
final_question = answer['question']
return final_answer, final_question
def allow_question(self):
# Check for event stack
potential_event = None
if (len(self.event_stack)):
potential_event = self.event_stack.pop()
if potential_event:
text = input("Pregunta: ")
potential_event.handle_response(text, self)
else:
text = input("Respuesta: ")
answer = self.pre_built_responses_or_none(text)
if not answer:
answer = find_most_similar(text)
self.answer_question(answer, text)
def search_answer(self,text):
# Check for event stack
potential_event = None
if(len(self.event_stack)):
potential_event = self.event_stack.pop()
if potential_event:
return potential_event.handle_response(text, self)
else:
answer = self.pre_built_responses_or_none(text)
if not answer:
answer = similarity.find_most_similar(text,self.sim,self.cos)
return self.answer_question(answer, text)
else:
return answer
def response(user_response, raw_response, detected_lang, category):
query = user_response
answer = find_most_similar(category, query)
if (answer['score'] > confidence_score['min_score']):
# set off event asking if the response question is what they were looking for
print("\nBest-fit question: %s (Score: %s)\nAnswer: %s\n" %
(answer['question'], answer['score'], answer['answer']))
SoliBot_response = answer['answer']
return SoliBot_response
else:
try:
#Sending Un-Answered Query to Database
sql = "INSERT INTO unanswered (un_que_lang, un_que_cat, un_que_en) VALUES (%s, %s, %s)"
val = (raw_response, detected_lang, user_response)
cursor.execute(sql, val)
faqdb.commit()
print(cursor.rowcount,
"Un-Answered Question pushed to FAQ Database")
SoliBot_response = "I'm sorry i didn't catch that! \nCould you please rephrase that query?"
except:
SoliBot_response = "I'm sorry i didn't catch that! \nCould you please rephrase that query?"
return SoliBot_response