Nulien

Nulien

Developer exploring tech & communities

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Gauthier•

1mo ago

Why semantic search failed our AI memory system (and what we replaced it with)

Hey everyone, been a Product Hunt visitor for years but never signed up, so I thought I'd start by sharing some recent learnings that hopefully other builders will find useful.

For context, we're building FanBase Copilot, an AI assistant for content creators that learns their voice and context over time. The memory layer is critical. It's what makes the AI actually useful after the first conversation.