Bilingual AI Retail Assistant
Arabic/English WhatsApp assistant for a heritage GCC fragrance house, live in the UAE and Kuwait.
- Hybrid retrieval: product embeddings (pgvector) fused with trigram and fuzzy matching for noisy, transliterated, code‑switched queries
- 20‑rule intent & guardrail layer: order status, frustration → human, bulk routing, out‑of‑region fulfilment
- Arabic‑specific handling, including attached prepositions and gender carry‑forward