Citation Needed: Provenance for LLM-Built Knowledge Graphs
AI Engineer World's Fair 2026 · 20:54
AI Agent Memory Infrastructure
Zep builds persistent memory for AI agents, turning conversations, business data, and user interactions into context that developers can retrieve for personalized responses. Its Context Lake manages context graphs with access controls, retention policies, and provenance linking facts to their sources. Enterprises and AI startups can use its managed service or deploy inside their own cloud. Beneath the platform, Konig stores separate graphs for users, teams, or projects, keeping active graphs in memory and moving inactive ones to object storage.
Founded in 2023 and led by founder and CEO Daniel Chalef, Zep develops Graphiti, its open-source temporal knowledge graph framework. Graphiti incrementally incorporates new information while preserving historical relationships, helping agents distinguish current facts from earlier states. Zep’s 2025 research paper describes how this approach combines conversational and structured business data. In 2025, Zep ended maintenance and releases of Zep Community Edition, concentrating open-source development on Graphiti while continuing its commercial service.
Zep participated in Y Combinator’s Winter 2024 batch. As of August 2026, the company described itself as seed-stage and reported 240+ customers, including Fortune 500 companies, and 24,000+ GitHub stars for Graphiti.
AI Engineer World's Fair 2026 · 20:54
Mark Bain · Vasilije Markovic · Daniel Chalef · Alex Gilmore
AI Engineer World's Fair 2025 · 51:25
Affiliations reflect their AIE appearances, not necessarily current employment.