Views
No views yet
| Category | Tools |
|---|---|
| NLP | Hugging Face Transformers, tokenizers |
| NER | spaCy (optional), transformers NER head |
| ML | PyTorch, scikit-learn |
| Data | pandas, NumPy |
pip install -r requirements.txt1python train.py
2python inference.py --query "best running shoes for flat feet"03_query-intent-entity-ner/
├── config.py
├── train.py # BERT (or HF) sequence classification
├── inference.py # Single query or batch CSV; CPU/GPU auto
├── requirements.txt
├── .env.example
├── data/
│ └── query_intent.csv # Sample: query, intent
└── models/data/query_intent.csv — columns: query, intent.informational, navigational, transactional, commercial.DATA_PATH in .env if using another file.