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News/Shopping Companion: A Memory-Augmented LLM Agent for Real-World E-Commerce Tasks
arxiv
PublishedMay 27, 2026 at 4:00 AM

Shopping Companion: A Memory-Augmented LLM Agent for Real-World E-Commerce Tasks

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arXiv:2603.14864v2 Announce Type: replace Abstract: In e-commerce, LLM agents show promise for shopping tasks such as recommendations, budget management, and bundle deals, where accurately capturing user preferences from long-horizon conversations is critical. However, progress is limited by two key

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