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Zep · The memory layer argued as a database problem rather than a prompt trick — a temporal graph with validity windows, sold into enterprise VPCs, with the open-source engine under it in plain sight.

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Memory infrastructure for agents. Instead of stuffing a conversation back into the prompt, Zep builds a temporal knowledge graph per user — facts with validity windows, so the graph knows not just what is true but when it stopped being true — and serves the relevant slice back as context. Ingests chat, documents, events and business data, not just the conversation in front of it. They call the whole thing a Context Lake, run it inside customers' own VPCs, and maintain Graphiti as the open-source graph framework underneath (30K+ GitHub stars, their figure).

Sector
Memory & skills
On the roster since
15 Sept 2026