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# Resume Analyzer
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This application analyzes resumes using either OpenAI's language model or Docparser for field extraction. It calculates a weighted score based on skills, certifications, experience, education, and projects.
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## Features
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- Analyze single or multiple resumes.
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- Use OpenAI or Docparser for resume parsing.
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- Configure weights for different resume attributes.
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- View and manage stored resume scores.
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## Setup
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1. **Install Dependencies**: Ensure you have Python installed, then run:
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```bash
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pip install -r requirements.txt
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```
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2. **Download NLTK and SpaCy Models**:
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```python
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import nltk
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nltk.download('stopwords')
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import spacy
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spacy.cli.download('en_core_web_sm')
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```
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3. **Run the Application**:
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```bash
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streamlit run newrequirement.py
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```
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## Usage
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1. **Select Analysis Type**: Choose between analyzing a single resume or multiple resumes in a folder.
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2. **Choose Method**: Select either OpenAI or Docparser for parsing.
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3. **Enter API Keys**: Provide the necessary API keys for the chosen method.
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4. **Upload Resumes**: Upload the resume(s) you wish to analyze.
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5. **Configure Weights**: Adjust the weights for skills, certifications, experience, education, and projects.
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6. **Analyze**: Click 'Analyze' to process the resumes and view the results.
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## Notes
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- Ensure you have valid API keys for OpenAI and Docparser.
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- The application stores resume scores in a local SQLite database.
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