back to orginal form git
Browse files
app.py
CHANGED
|
@@ -4,29 +4,28 @@ import os
|
|
| 4 |
from PyPDF2 import PdfReader
|
| 5 |
import json
|
| 6 |
from dotenv import load_dotenv
|
| 7 |
-
|
| 8 |
load_dotenv()
|
| 9 |
|
| 10 |
genai.configure(api_key=os.getenv('Google_API_KEY'))
|
| 11 |
|
| 12 |
-
input_prompt
|
| 13 |
Hey Act Like a skilled or very experience ATS(Application Tracking System)
|
| 14 |
with a deep understanding of tech field,software engineering,data science ,data analyst
|
| 15 |
and big data engineer. Your task is to evaluate the resume based on the given job description.
|
| 16 |
You must consider the job market is very competitive and you should provide
|
| 17 |
-
best assistance for improving
|
| 18 |
on Jd and
|
| 19 |
the missing keywords with high accuracy
|
| 20 |
resume:{text}
|
| 21 |
description:{jd}
|
|
|
|
| 22 |
I want the response in one single string having the structure
|
| 23 |
-
{{"JD Match":"%","MissingKeywords
|
| 24 |
"""
|
| 25 |
-
|
| 26 |
def get_gemini_response(input):
|
| 27 |
model = genai.GenerativeModel('gemini-pro')
|
| 28 |
response = model.generate_content(input)
|
| 29 |
-
return
|
| 30 |
|
| 31 |
def input_pdf_text(uploaded_file):
|
| 32 |
reader = PdfReader(uploaded_file)
|
|
@@ -35,6 +34,8 @@ def input_pdf_text(uploaded_file):
|
|
| 35 |
text += str(page.extract_text())
|
| 36 |
return text
|
| 37 |
|
|
|
|
|
|
|
| 38 |
# Set page configuration
|
| 39 |
st.set_page_config(
|
| 40 |
page_title="Resume ATS Tracking",
|
|
@@ -42,11 +43,9 @@ st.set_page_config(
|
|
| 42 |
layout="wide",
|
| 43 |
initial_sidebar_state="expanded",
|
| 44 |
)
|
| 45 |
-
|
| 46 |
sidebar = st.sidebar
|
| 47 |
sidebar.title('Navigation')
|
| 48 |
sidebar.markdown('Use this panel to navigate through the application and input your data.')
|
| 49 |
-
|
| 50 |
# Add a title and a subtitle
|
| 51 |
st.title('Resume ATS Tracking')
|
| 52 |
st.subheader('Upload your resume and paste the job description to get the ATS tracking response')
|
|
@@ -60,8 +59,11 @@ submit = st.button('Submit')
|
|
| 60 |
if submit:
|
| 61 |
if uploaded_file is not None:
|
| 62 |
text = input_pdf_text(uploaded_file)
|
| 63 |
-
input = input_prompt.format(text=text,
|
| 64 |
-
response = get_gemini_response(
|
|
|
|
|
|
|
|
|
|
| 65 |
response_dict = json.loads(response)
|
| 66 |
|
| 67 |
# Display the response in a structured way
|
|
|
|
| 4 |
from PyPDF2 import PdfReader
|
| 5 |
import json
|
| 6 |
from dotenv import load_dotenv
|
|
|
|
| 7 |
load_dotenv()
|
| 8 |
|
| 9 |
genai.configure(api_key=os.getenv('Google_API_KEY'))
|
| 10 |
|
| 11 |
+
input_prompt="""
|
| 12 |
Hey Act Like a skilled or very experience ATS(Application Tracking System)
|
| 13 |
with a deep understanding of tech field,software engineering,data science ,data analyst
|
| 14 |
and big data engineer. Your task is to evaluate the resume based on the given job description.
|
| 15 |
You must consider the job market is very competitive and you should provide
|
| 16 |
+
best assistance for improving thr resumes. Assign the percentage Matching based
|
| 17 |
on Jd and
|
| 18 |
the missing keywords with high accuracy
|
| 19 |
resume:{text}
|
| 20 |
description:{jd}
|
| 21 |
+
|
| 22 |
I want the response in one single string having the structure
|
| 23 |
+
{{"JD Match":"%","MissingKeywords:[]","Profile Summary":""}}
|
| 24 |
"""
|
|
|
|
| 25 |
def get_gemini_response(input):
|
| 26 |
model = genai.GenerativeModel('gemini-pro')
|
| 27 |
response = model.generate_content(input)
|
| 28 |
+
return response.text
|
| 29 |
|
| 30 |
def input_pdf_text(uploaded_file):
|
| 31 |
reader = PdfReader(uploaded_file)
|
|
|
|
| 34 |
text += str(page.extract_text())
|
| 35 |
return text
|
| 36 |
|
| 37 |
+
|
| 38 |
+
|
| 39 |
# Set page configuration
|
| 40 |
st.set_page_config(
|
| 41 |
page_title="Resume ATS Tracking",
|
|
|
|
| 43 |
layout="wide",
|
| 44 |
initial_sidebar_state="expanded",
|
| 45 |
)
|
|
|
|
| 46 |
sidebar = st.sidebar
|
| 47 |
sidebar.title('Navigation')
|
| 48 |
sidebar.markdown('Use this panel to navigate through the application and input your data.')
|
|
|
|
| 49 |
# Add a title and a subtitle
|
| 50 |
st.title('Resume ATS Tracking')
|
| 51 |
st.subheader('Upload your resume and paste the job description to get the ATS tracking response')
|
|
|
|
| 59 |
if submit:
|
| 60 |
if uploaded_file is not None:
|
| 61 |
text = input_pdf_text(uploaded_file)
|
| 62 |
+
# input = input_prompt.format(text=text,jd=jd)
|
| 63 |
+
response = get_gemini_response(input_prompt)
|
| 64 |
+
response = response[1:-1]
|
| 65 |
+
|
| 66 |
+
# Convert the response to a dictionary
|
| 67 |
response_dict = json.loads(response)
|
| 68 |
|
| 69 |
# Display the response in a structured way
|