# Domain Context ## Glossary * **Vera**: AI bot → WhatsApp engagement → grow merchant biz. * **4-Context**: 1. `CategoryContext`: Vertical info (dentists/salons). 2. `MerchantContext`: Biz state (perf/identity). 3. `TriggerContext`: Event → convo start. 4. `CustomerContext`: Opt data (acting for merchant). * **Grounding**: 100% real metrics from req. 0 metric hallucination. * **Curiosity Hook**: Hook merchant when no perf data. * **Hinglish**: Hindi+En mix (60/40) → relate to IN merchants. ## Rules * **Len**: No hard cap. Keep terse/readable. * **CTA**: 1 clear action. YES/STOP or open. * **Tone**: Match category `voice` (peer/clinical). No promo. * **Lang**: Match merchant pref. * **Speed**: Res < 30s. ## Tech Strategy (50/50 Score) * **Distill**: `Context Distiller` → shrink 500KB JSON → 4 bullets. * **Router**: API req → `compose_with_fallback`. 4-tier chain (NVIDIA → Groq → Gemini → Local `llama-cpp-python` `qwen2.5-3b-instruct`). * **Format**: Schema force → pure JSON. * **Idempotent**: `/v1/healthz` → clear `contexts`. * **Hooks**: Loss aversion, peer proof, scarcity, binary commit.