Alibaba’s March 2026 paper, Shopping Companion, introduces a two‑stage e‑commerce agent that retains customer preferences across sessions using Strands Agents, Amazon Bedrock, Mem0, and Shopify’s MCP, addressing the common goldfish‑memory issue in chatbots.
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