Commit
Β·
331dbe9
1
Parent(s):
a71991c
Delete app.py
Browse files
app.py
DELETED
|
@@ -1,96 +0,0 @@
|
|
| 1 |
-
import streamlit as st
|
| 2 |
-
import re
|
| 3 |
-
import spacy
|
| 4 |
-
|
| 5 |
-
# Load the spaCy English model
|
| 6 |
-
nlp = spacy.load("en_core_web_sm")
|
| 7 |
-
|
| 8 |
-
def extract_entities(text):
|
| 9 |
-
# Using spaCy for Named Entity Recognition (NER) to extract names
|
| 10 |
-
doc = nlp(text)
|
| 11 |
-
names = [ent.text for ent in doc.ents if ent.label_ == "PERSON"]
|
| 12 |
-
|
| 13 |
-
# Using regex to find Pakistani phone numbers
|
| 14 |
-
phone_numbers = re.findall(r'\+\d{2,3}\d{9,12}\b', text)
|
| 15 |
-
|
| 16 |
-
# Using regex to find emails
|
| 17 |
-
emails = re.findall(r'\b[A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\.[A-Z|a-z]{2,}\b', text)
|
| 18 |
-
|
| 19 |
-
return names, phone_numbers, emails
|
| 20 |
-
|
| 21 |
-
def display_extracted_info(names, phone_numbers, emails):
|
| 22 |
-
if names:
|
| 23 |
-
st.subheader("π€ Extracted Names:")
|
| 24 |
-
for name in names:
|
| 25 |
-
st.write(f"- {name}")
|
| 26 |
-
else:
|
| 27 |
-
st.info("No names found.")
|
| 28 |
-
|
| 29 |
-
if phone_numbers:
|
| 30 |
-
st.subheader("π Extracted Pakistani Phone Numbers:")
|
| 31 |
-
for phone in phone_numbers:
|
| 32 |
-
st.write(f"- {phone}")
|
| 33 |
-
else:
|
| 34 |
-
st.info("No Pakistani phone numbers found.")
|
| 35 |
-
|
| 36 |
-
if emails:
|
| 37 |
-
st.subheader("βοΈ Extracted Emails:")
|
| 38 |
-
for email in emails:
|
| 39 |
-
st.write(f"- {email}")
|
| 40 |
-
else:
|
| 41 |
-
st.info("No emails found.")
|
| 42 |
-
|
| 43 |
-
def main():
|
| 44 |
-
st.title("π Resume Information Extractor")
|
| 45 |
-
apply_custom_styles()
|
| 46 |
-
|
| 47 |
-
st.write("Enter resume text below to extract information.")
|
| 48 |
-
|
| 49 |
-
input_text = st.text_area("Paste your resume text here:", height=200)
|
| 50 |
-
|
| 51 |
-
if st.button("Extract"):
|
| 52 |
-
if input_text:
|
| 53 |
-
st.markdown("---")
|
| 54 |
-
st.header("π Extracted Information")
|
| 55 |
-
|
| 56 |
-
names, phone_numbers, emails = extract_entities(input_text)
|
| 57 |
-
display_extracted_info(names, phone_numbers, emails)
|
| 58 |
-
else:
|
| 59 |
-
st.warning("Please enter some text to extract entities.")
|
| 60 |
-
|
| 61 |
-
# Add a "Clear" button to reset the input text area
|
| 62 |
-
if st.button("Clear"):
|
| 63 |
-
st.text_area("Paste your resume text here:", value="", height=200)
|
| 64 |
-
|
| 65 |
-
def apply_custom_styles():
|
| 66 |
-
st.markdown(
|
| 67 |
-
"""
|
| 68 |
-
<style>
|
| 69 |
-
body {
|
| 70 |
-
background-color: #f5f5f5; /* Light gray background */
|
| 71 |
-
color: #333333; /* Dark gray text */
|
| 72 |
-
}
|
| 73 |
-
.stTextInput textarea {
|
| 74 |
-
background-color: #ffffff; /* White text area */
|
| 75 |
-
color: #333333; /* Dark gray text in text area */
|
| 76 |
-
border: 2px solid #d9d9d9; /* Light gray border */
|
| 77 |
-
}
|
| 78 |
-
.stButton button {
|
| 79 |
-
background-color: #F16623; /* Orange button */
|
| 80 |
-
color: #ffffff; /* White text on the button */
|
| 81 |
-
}
|
| 82 |
-
.stButton button:hover {
|
| 83 |
-
background-color: #e55c1e; /* Darker orange on hover */
|
| 84 |
-
}
|
| 85 |
-
.st-info {
|
| 86 |
-
background-color: #e6f7ff; /* Light blue info box */
|
| 87 |
-
color: #004085; /* Dark blue text in info box */
|
| 88 |
-
border: 1px solid #b8daff; /* Light blue border */
|
| 89 |
-
}
|
| 90 |
-
</style>
|
| 91 |
-
""",
|
| 92 |
-
unsafe_allow_html=True,
|
| 93 |
-
)
|
| 94 |
-
|
| 95 |
-
if __name__ == "__main__":
|
| 96 |
-
main()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|