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Duplicated from  bep40/gemma-avatar

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Text chat combo/context fix: server /api/chat now exposes query_catalog/show_product/combo_suggest tools grounded on real catalog (no more off-data answers, model re-queries on follow-ups and keeps history context); client retains last combo/product context and re-shows correct cards on follow-up turns (quotes/pronouns)