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import openai
import streamlit as st
import fitz
def prompt1(company,position,round,intervier_level):
prompt=f"""
I want you to act as a {intervier_level} for {round} interviews on {company} company for the position of {position}. You'll suggest the characteristics of this job interview and the characteristics of the {company}'s interview.
The return format should bullet point be like this:
Characteristics of this job interview:
- name: detail explanation
Characteristics of {company}:
- name: detail explanation
"""
return prompt
def followup1(company,position,round,bullet_point):
prompt=f"""
Can you talk the detail about {bullet_point} for {round} interviews on {company} company for the position of {position}?
The return format should bullet point be like this:
- name: detail explanation
"""
return prompt
def prompt2(position):
prompt=f"""
I want you to act as a talent recruiter for the position of {position}'s interviews. You'll suggest the characteristics of this job interview for both behavior requirement and technical requirement.
The return format should bullet point be like this:
Characteristics of this behavior requirement:
- name: detail explanation
Characteristics of technical requirement:
- name: detail explanation
"""
return prompt
def followup2(position,bullet_point):
prompt=f"""
Can you talk the detail about {bullet_point} for the interview of {position}?
The return format should bullet point be like this:
- name: detail impovement advice
"""
return prompt
def prompt3(position,resume,dis_num,ad_num):
prompt=f"""
I want you to act as a talent recruiter for hiring {position}. I will give you a resume and you'll suggest what are {dis_num}+ disadvantages and {ad_num}+ advantages of the {position} position. Please remember, the return should be highly related to the {position} position.
The return format should bullet point be like this:
Disadvatage:
- name: Suggestions for improvements to make the resume more appropriate for the {position} position and link to specific sentences on the resume.
Advantage:
- name: use one sentence to explain why it is advantageous for the {position} position.
Here is the resume:
{resume}.
"""
return prompt
def followup3(position,resume,bullet_point):
prompt=f"""
Can you talk the detail about {bullet_point} for the position of {position} based on {resume}?
The return format should bullet point be like this:
- name: detail impovement advice
"""
return prompt
def ask(prompt):
rsp = openai.ChatCompletion.create(
model="gpt-3.5-turbo",
messages=[
{"role": "system", "content": prompt},
]
)
output=rsp.choices[0].message.content
return output
####################
st.title('InterviewPrepGPT')
st.subheader('A tool using to help people prepare their interview by using gpt3.5')
# environment setup
key=st.text_input('Please input your OpenAI key')
openai.api_key=key
option = st.selectbox(
'How would you like to prepare for the interview?',
('Prepare for a specific interview',
'Understand the requirement of a specific position',
'Analyze resume',
))
if "submit" not in st.session_state:
st.session_state["submit"] = False
st.write('')
###### option 1
if option=='Prepare for a specific interview':
col1, col2= st.columns(2)
with col1:
company=st.text_input('Input your company','Amazon')
with col2:
position=st.text_input('Input your position','Data engineer')
col3, col4 = st.columns(2)
with col3:
intervier_level=st.text_input('Input your interviewer level: ','Talent Recuriter')
with col4:
round=st.radio('Select your round: ',('Phone Screen','Behavior Interview','Technical Interview', 'General'))
if round=='General':
round=''
st.write('Click button again if you want to regenerate a new ansewer.')
submit_button=st.button('Submit')
if st.session_state.get('button') != True:
st.session_state['button'] = submit_button
if st.session_state['button'] == True:
prompt=prompt1(company,position,round,intervier_level)
output=ask(prompt)
st.write(output)
followup_time=0
followup=''
while True:
output_list=output.split('\n')
indexes = [i for i, word in enumerate(output_list) if '- ' in word]
new_list = [output_list[i] for i in indexes]
Cq=[i.split(':')[0].strip('- ') for i in new_list]
Cq = ['None']+ Cq
followup_radio = st.radio('I want to follow up:', tuple(Cq),key='0')
if followup_radio:
followup_time +=1
if followup_radio == 'None':
break
else:
if followup_radio != 'None':
followup = followup1(company, position, round, followup_radio)
output = ask(followup)
st.write(output)
if followup_time>5:
break
###### option 2
if option =='Understand the requirement of a specific position':
position=st.text_input('Input your position','Data engineer')
st.write('Click button again if you want to regenerate a new ansewer.')
#submit=st.checkbox('submit')
submit=st.button('submit')
if submit:
prompt=prompt2(position)
output=ask(prompt)
st.write(output)
followup=''
output_list=output.split('\n')
indexes = [i for i, word in enumerate(output_list) if '- ' in word]
new_list = [output_list[i] for i in indexes]
Cq=[i.split(':')[0].strip('- ') for i in new_list]
Cq = ['None']+ Cq
followup_radio = st.radio('I want to follow up:', tuple(Cq))
if followup_radio!='None':
followup = followup2(position,followup_radio)
op = ask(followup)
st.write(op)
###### option 3
if option =='Analyze resume':
# col31, col32,col33= st.columns(3)
# with col31:
# position=st.text_input('Input your position','data engineer')
# with col32:
# dis_num=st.text_input('Input your dis_num','6')
# with col33:
# ad_num=st.text_input('Input your ad_num','4')
position=st.text_input('Input your position','data engineer')
dis_num=6
ad_num=4
uploaded_file = st.file_uploader("Upload your resume", type=["pdf"])
if uploaded_file:
if "submit" not in st.session_state:
st.session_state["submit"] = False
doc = fitz.open(stream=uploaded_file.read(), filetype="pdf")
resume = ""
for page in doc:
resume += page.get_text()
st.write('Click button again if you want to regenerate a new ansewer.')
submit_button=st.button('Submit')
if st.session_state.get('button') != True:
st.session_state['button'] = submit_button
if st.session_state['button'] == True:
prompt=prompt3(position,resume,dis_num,ad_num)
output=ask(prompt)
st.write(output)
followup_time=0
while True:
output_list=output.split('\n')
output_list= [element for element in output_list if element != '']
ind = [i for i, word in enumerate(output_list) if 'Advantage:' in word]
Cdis_list=output_list[1:int(dis_num)+1]
Cdis=[i.split(':')[0].strip('- ') for i in Cdis_list]
Cdis = ['None']+ Cdis
followup_radio = st.radio('I want to follow up:', tuple(Cdis),key=followup_time)
followup_time +=1
if followup_radio == 'None':
break
else:
followup = followup3(position,resume,followup_radio)
output = ask(followup)
st.write(output)
if followup_time>4:
break
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