Inital commit

.gitignore

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+venv/
+__pycache__/
+*.pyc

README.md

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+# 🧠 AI-Powered Custom Quiz Generator
+
+Generate personalized questions using Hugging Face Transformers and Streamlit UI.
+
+## 💡 Features
+- T5-based question generator
+- Streamlit frontend
+- Cosine Similarity & BLEU Evaluation
+- Simulated RLHF via user feedback
+
+## 🚀 How to Run
+
+```bash
+git clone https://github.com/YOUR_USERNAME/custom-quiz-generator.git
+cd custom-quiz-generator
+python -m venv venv #run this command if u want to work in a virtual env
+source venv\Scripts\activate #run this command if u want to work in a virtual env
+pip install -r requirements.txt #to install all the required packages and libraries
+
+#Repo Struture
+custom-quiz-generator/
+│
+├── app.py                        # Streamlit frontend
+├── model_utils.py               # Model loading, prompt creation, generation
+├── evaluation.py                # Cosine similarity & BLEU score calculations
+├── fine_tune.py                 # (Optional) fine-tuning script (even mock)
+├── feedback_log.csv             # Simulated RLHF storage
+├── requirements.txt             # All dependencies
+├── README.md                    # Project overview and usage guide
+│
+├── data/
+│   └── sample_qa_dataset.csv    # A small quiz dataset for testing/fine-tuning
+│
+├── outputs/
+│   └── generated_questions.csv  # Store generated questions if needed
+│
+├── models/                      # (Optional) Store custom fine-tuned models
+│
+└── assets/                      # Images/screenshots for README/demo

data/sample_qa_dataset.csv

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+#sample

outputs/generated_questions.csv

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+#sample

requirements.txt

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+altair==5.5.0
+attrs==25.3.0
+blinker==1.9.0
+cachetools==6.1.0
+certifi==2025.6.15
+charset-normalizer==3.4.2
+click==8.2.1
+colorama==0.4.6
+filelock==3.18.0
+fsspec==2025.5.1
+gitdb==4.0.12
+GitPython==3.1.44
+huggingface-hub==0.33.2
+idna==3.10
+Jinja2==3.1.6
+joblib==1.5.1
+jsonschema==4.24.0
+jsonschema-specifications==2025.4.1
+MarkupSafe==3.0.2
+mpmath==1.3.0
+narwhals==1.45.0
+networkx==3.5
+nltk==3.9.1
+numpy==2.3.1
+packaging==25.0
+pandas==2.3.0
+pillow==11.3.0
+protobuf==6.31.1
+pyarrow==20.0.0
+pydeck==0.9.1
+python-dateutil==2.9.0.post0
+pytz==2025.2
+PyYAML==6.0.2
+referencing==0.36.2
+regex==2024.11.6
+requests==2.32.4
+rpds-py==0.26.0
+safetensors==0.5.3
+scikit-learn==1.7.0
+scipy==1.16.0
+sentence-transformers==3.1.1
+setuptools==80.9.0
+six==1.17.0
+smmap==5.0.2
+streamlit==1.46.1
+sympy==1.14.0
+tenacity==9.1.2
+threadpoolctl==3.6.0
+tokenizers==0.15.2
+toml==0.10.2
+torch==2.7.1
+tornado==6.5.1
+tqdm==4.67.1
+transformers==4.39.3
+typing_extensions==4.14.0
+tzdata==2025.2
+urllib3==2.5.0
+watchdog==6.0.0