Spaces:
Sleeping
Sleeping
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,13 +1,45 @@
|
|
| 1 |
-
|
| 2 |
-
|
| 3 |
-
|
| 4 |
-
|
| 5 |
-
|
| 6 |
-
|
| 7 |
-
|
| 8 |
-
|
| 9 |
-
|
| 10 |
-
|
| 11 |
-
|
| 12 |
-
|
| 13 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Resume Analyzer
|
| 2 |
+
|
| 3 |
+
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.
|
| 4 |
+
|
| 5 |
+
## Features
|
| 6 |
+
|
| 7 |
+
- Analyze single or multiple resumes.
|
| 8 |
+
- Use OpenAI or Docparser for resume parsing.
|
| 9 |
+
- Configure weights for different resume attributes.
|
| 10 |
+
- View and manage stored resume scores.
|
| 11 |
+
|
| 12 |
+
## Setup
|
| 13 |
+
|
| 14 |
+
1. **Install Dependencies**: Ensure you have Python installed, then run:
|
| 15 |
+
```bash
|
| 16 |
+
pip install -r requirements.txt
|
| 17 |
+
```
|
| 18 |
+
|
| 19 |
+
2. **Download NLTK and SpaCy Models**:
|
| 20 |
+
```python
|
| 21 |
+
import nltk
|
| 22 |
+
nltk.download('stopwords')
|
| 23 |
+
|
| 24 |
+
import spacy
|
| 25 |
+
spacy.cli.download('en_core_web_sm')
|
| 26 |
+
```
|
| 27 |
+
|
| 28 |
+
3. **Run the Application**:
|
| 29 |
+
```bash
|
| 30 |
+
streamlit run newrequirement.py
|
| 31 |
+
```
|
| 32 |
+
|
| 33 |
+
## Usage
|
| 34 |
+
|
| 35 |
+
1. **Select Analysis Type**: Choose between analyzing a single resume or multiple resumes in a folder.
|
| 36 |
+
2. **Choose Method**: Select either OpenAI or Docparser for parsing.
|
| 37 |
+
3. **Enter API Keys**: Provide the necessary API keys for the chosen method.
|
| 38 |
+
4. **Upload Resumes**: Upload the resume(s) you wish to analyze.
|
| 39 |
+
5. **Configure Weights**: Adjust the weights for skills, certifications, experience, education, and projects.
|
| 40 |
+
6. **Analyze**: Click 'Analyze' to process the resumes and view the results.
|
| 41 |
+
|
| 42 |
+
## Notes
|
| 43 |
+
|
| 44 |
+
- Ensure you have valid API keys for OpenAI and Docparser.
|
| 45 |
+
- The application stores resume scores in a local SQLite database.
|