Mukul Rayana
Day 1: data pipeline, session tracker, query router, adversarial probes, Colab training notebooks
bc3ba9e | TEMPLATES = { | |
| "distress": "peer support coping strategies feeling overwhelmed distressed {query}", | |
| "anxiety": "managing anxiety stress relief student mental health {query}", | |
| "frustration": "dealing with frustration academic pressure stress {query}", | |
| "neutral": "{query}", | |
| "hopeful": "positive coping wellbeing success {query}", | |
| } | |
| TRAJECTORY_PREFIX = { | |
| "escalating": "urgent emotional support crisis prevention ", | |
| "stable_negative": "ongoing support persistent distress ", | |
| "de_escalating": "positive reinforcement progress ", | |
| "stable_positive": "", | |
| "volatile": "emotional regulation grounding techniques ", | |
| "stable": "", | |
| } | |
| LABEL_NAMES = ["distress", "anxiety", "frustration", "neutral", "hopeful"] | |
| def route_query(raw_query: str, emotion_label: int, trajectory: str) -> str: | |
| label_name = LABEL_NAMES[emotion_label] | |
| template = TEMPLATES[label_name] | |
| prefix = TRAJECTORY_PREFIX.get(trajectory, "") | |
| routed = prefix + template.format(query=raw_query) | |
| return routed.strip() | |