ContextShop
A retail AI agent that gets smarter with every conversation. Uses Qdrant hybrid search + 3-tier memory to prove context engineering quality = answer quality. Measurable improvement turn-by-turn.
A retail AI agent that gets smarter with every conversation. Uses Qdrant hybrid search + 3-tier memory to prove context engineering quality = answer quality. Measurable improvement turn-by-turn.
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