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In this 12-minute lightning talk from Data Council 2025 (Day 3), Alexy Khrabrov, AI/ML Community Architect at Neo4j, presents the Open Agentic Knowledge Stack (OAKS) framework. Discover how Knowledge Graphs enable GraphRAG capabilities and create a bridge between enterprise AI adoption and startup innovation in structured knowledge. Gain valuable insights on organizing domain knowledge for Small Specialized Models and Domain Expert Agents. Particularly useful for teams implementing structured AI architectures with graph-based agentic workflows and scalable message passing frameworks. The presentation offers practical approaches to integrating knowledge graphs into modern AI systems for more effective domain-specific applications.
