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File size: 2,898 Bytes
9f80f33 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 | import streamlit as st
import utils
st.title("Welcome to the AI Cover Letter Generator :sparkles:")
# get resume uploaded
with st.container(border=True):
uploaded_resume = st.file_uploader('Upload your resume :point_down:',
type=["pdf","docx"],
key="resume doc upload")
# get the job description either by uploading a pdf/docx file or by text
uploaded_job_description = None
filled_job_description = ""
with st.container(border=True):
option = st.radio(
"Job description format :briefcase:",
("pdf/docx", "Text"),)
match option:
case "pdf/docx":
uploaded_job_description = st.file_uploader('Upload the description of the job you\'re wishing to apply for :point_down:', type=["pdf","docx"],key="job desc doc upload")
case "Text":
filled_job_description = st.text_area('Input the description of the job you\'re wishing to apply for :point_down:', max_chars=5000)
# get language and word count of the cover letter in a dedicated container
with st.container(border=True):
language = st.radio(
"Which language would you like to use? :scroll:",
("Français", "English"),)
word_count = st.slider("How many long would you like your cover letter to be? (word count) :writing_hand:", 50, 500, 300)
# create a form in order to only run the code below if a submit button is pressed
with st.form("generator_form", border=False):
resume_text = ""
job_desc_text = ""
# ingest uploaded documents
if uploaded_resume is not None:
resume_text += utils.ingest_document(uploaded_resume)
if uploaded_job_description is not None:
job_desc_text += utils.ingest_document(uploaded_job_description)
elif len(filled_job_description) != 0:
job_desc_text += filled_job_description
# if the submit button is pressed execute code inside the if statement
col1, col2, col3 = st.columns([1, 1, 1])
with col2:
submitted = st.form_submit_button("Generate Cover Letter :printer:")
if submitted:
# display errors if one of the files required is not uploaded
if uploaded_resume is None:
st.error("Your Resume is missing! :rotating_light:")
elif uploaded_job_description is None and len(filled_job_description)==0:
st.error("The job description is missing! :rotating_light:")
else:
# HF_TOKEN environement variable should be set to the huggingface token of the user
with st.spinner(text="Generating Cover Letter..."):
cover_maker = utils.CoverLetterMaker(resume=resume_text, job_desc=job_desc_text, language=language, word_count=word_count)
st.write(cover_maker.generate_letter())
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