fix_dependencies.py

import subprocess
import sys

def fix_dependencies():
    """
    Fix dependency issues by installing compatible versions of required packages
    """
    print("Fixing dependencies for Resume Screener application...")
    
    # List of compatible package versions
    packages = [
        "streamlit==1.22.0",
        "pdfplumber==0.9.0",
        "spacy>=3.4.0",
        "transformers==4.28.1",
        "torch==1.13.1",
        "huggingface-hub==0.14.1",
        "sentence-transformers==2.2.2",
        "nltk==3.8.1",
        "plotly==5.14.1",
        "pandas==1.5.3",
        "numpy==1.24.3",
        "matplotlib==3.7.1",
        "pydantic==1.10.8",
        "protobuf<4.0.0",
        "tqdm>=4.27",
        "regex>=2022.1.18",
        "scikit-learn==1.0.2",
        "scipy==1.8.1"
    ]
    
    # Install each package
    for package in packages:
        print(f"Installing {package}...")
        subprocess.check_call([sys.executable, "-m", "pip", "install", package])
    
    # Download spaCy model
    print("Downloading spaCy model...")
    subprocess.check_call([sys.executable, "-m", "spacy", "download", "en_core_web_sm"])
    
    # Download NLTK data
    print("Downloading NLTK data...")
    subprocess.check_call([sys.executable, "-c", "import nltk; nltk.download('punkt')"])
    
    print("Dependencies fixed successfully!")

if __name__ == "__main__":
    fix_dependencies()