Intent-classifier-model
# Intent Classifier Model This small project demonstrates: - Training a tiny text classifier. - Saving the model artifact. - Serving predictions via a Flask API (`/predict`). ## Quick start (local) 1. Create a virtualenv and install: python3 -m venv .venv source .venv/bin/activate pip install -r requirements.txt 2. Train the model: python model/train.py This will create `model/artifacts/intent_model.pkl`. 3. Run the API: python app.py The API will be available at http://127.0.0.1:6000 4. Example request: curl -X POST http://127.0.0.1:6000/predict -H "Content-Type: application/json" -d '{"text":"I want to cancel my subscription"}' Response: { "intent": "complaint", "probabilities": {"complaint": 0.85, "question": 0.05, ...} }