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331dbe9
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Parent(s):
a71991c
Delete app.py
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app.py
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import streamlit as st
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import re
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import spacy
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# Load the spaCy English model
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nlp = spacy.load("en_core_web_sm")
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def extract_entities(text):
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# Using spaCy for Named Entity Recognition (NER) to extract names
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doc = nlp(text)
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names = [ent.text for ent in doc.ents if ent.label_ == "PERSON"]
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# Using regex to find Pakistani phone numbers
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phone_numbers = re.findall(r'\+\d{2,3}\d{9,12}\b', text)
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# Using regex to find emails
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emails = re.findall(r'\b[A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\.[A-Z|a-z]{2,}\b', text)
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return names, phone_numbers, emails
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def display_extracted_info(names, phone_numbers, emails):
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if names:
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st.subheader("π€ Extracted Names:")
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for name in names:
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st.write(f"- {name}")
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else:
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st.info("No names found.")
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if phone_numbers:
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st.subheader("π Extracted Pakistani Phone Numbers:")
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for phone in phone_numbers:
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st.write(f"- {phone}")
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else:
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st.info("No Pakistani phone numbers found.")
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if emails:
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st.subheader("βοΈ Extracted Emails:")
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for email in emails:
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st.write(f"- {email}")
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else:
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st.info("No emails found.")
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def main():
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st.title("π Resume Information Extractor")
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apply_custom_styles()
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st.write("Enter resume text below to extract information.")
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input_text = st.text_area("Paste your resume text here:", height=200)
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if st.button("Extract"):
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if input_text:
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st.markdown("---")
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st.header("π Extracted Information")
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names, phone_numbers, emails = extract_entities(input_text)
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display_extracted_info(names, phone_numbers, emails)
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else:
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st.warning("Please enter some text to extract entities.")
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# Add a "Clear" button to reset the input text area
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if st.button("Clear"):
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st.text_area("Paste your resume text here:", value="", height=200)
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def apply_custom_styles():
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st.markdown(
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"""
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<style>
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body {
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background-color: #f5f5f5; /* Light gray background */
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color: #333333; /* Dark gray text */
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}
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.stTextInput textarea {
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background-color: #ffffff; /* White text area */
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color: #333333; /* Dark gray text in text area */
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border: 2px solid #d9d9d9; /* Light gray border */
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}
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.stButton button {
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background-color: #F16623; /* Orange button */
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color: #ffffff; /* White text on the button */
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}
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.stButton button:hover {
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background-color: #e55c1e; /* Darker orange on hover */
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}
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.st-info {
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background-color: #e6f7ff; /* Light blue info box */
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color: #004085; /* Dark blue text in info box */
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border: 1px solid #b8daff; /* Light blue border */
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}
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</style>
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""",
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unsafe_allow_html=True,
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)
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if __name__ == "__main__":
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main()
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