System Design · Shopify · Hard
Design a machine learning service that shows suggested query completions in real time while a user types a search prefix. For instance, after the user enters "ipho", the interface might offer "iphone 15" and "iphone charger". Address the following in your design: Product requirements and success measures: latency, result relevance, click-through rate, suggestion coverage, diversity, and safety or policy restrictions. Data collection and label creation: search logs, displayed…
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