requirements.txt

pandas
pydantic      # to enforce schema for LLM outputs
typing        # to enforce schema for LLM outputs
ollama
tqdm          # progress bar for each experiment
PyYAML
scikit-learn  # to get the classification metrics, classification_report, confusion_matrix
seaborn       # to visualise results in Jupyter notebook
matplotlib    # to visualise results in Jupyter notebook
python-dotenv # for loading environment variables from .env file
openai        # for Nebius and OpenAI API calls
tenacity      # for API model retries
google-genai  # for Gemini API calls
# # Below: libraries for embedding approaches
# huggingface-hub
# datasets      # to convert datasets from TSV to Hugging Face Dataset format
# transformers  # to use Hugging Face Transformers eg BERT
# torch          # to use PyTorch to train and evaluate BERT