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--- |
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title: Answer Grading App |
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emoji: 📊 |
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colorFrom: pink |
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colorTo: green |
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sdk: docker |
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pinned: false |
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license: apache-2.0 |
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app_port: 7860 |
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--- |
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# Answer Grading App |
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This is an AI-powered answer grading application that can grade student answers using multiple similarity metrics and LLM-based scoring. |
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## Features |
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- Support for PDF and CSV input formats |
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- Multiple similarity metrics: |
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- TF-IDF scoring |
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- Semantic similarity |
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- Word-level similarity |
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- LLM-based scoring |
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- Handwritten text recognition (HTR) support |
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- Rate limiting and CORS protection |
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- Comprehensive logging |
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## Usage |
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1. Upload your query file (text file with questions) |
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2. Choose input format (PDF or CSV) |
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3. Upload answer files (PDFs or CSV) |
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4. Get graded results |
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## API Endpoints |
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- `/`: Main interface |
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- `/compute_answers`: Process and generate answers |
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- `/compute_marks`: Calculate marks for student answers |
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- `/check_logs`: View application logs |
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## Environment Variables |
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- `PORT`: Server port (default: 7860) |
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- `HF_HOME`: Hugging Face cache directory |
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- `GENSIM_DATA_DIR`: Gensim data directory |
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## Rate Limits |
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- 200 requests per day |
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- 50 requests per hour |
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## Dependencies |
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See `requirements.txt` for full list of dependencies. |
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