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Neo4j argues that knowledge graphs provide the necessary shared context for enterprise AI agents, preventing the fragmentation and inconsistent results seen when agents operate on isolated data silos or prompts alone. By establishing a governed representation of enterprise knowledge, organizations can ensure agents maintain a unified understanding of business rules and processes across different tasks. This approach addresses the critical need for explainability and reliability as autonomous agents transition from simple conversation to executing complex actions.

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Neo4j makes the case for knowledge graphs as shared context for AI agents

SiliconANGLE24 septembrie 20264 min de cititArticolul și perspectiva sunt în engleză.

Knowledge graphs can give enterprise agents a shared understanding of how data, business rules and processes fit together. However, that context becomes harder to maintain when each new agent carries its own version of what the business knows. Organizations have become more proficient at building agents, but their results still vary widely. The difference often […] The post Neo4j makes the case for knowledge graphs as shared context for AI agents appeared first on SiliconANGLE.

Knowledge graphs can give enterprise agents a shared understanding of how data, business rules and processes fit together. However, that context becomes harder to maintain when each new agent carries its own version of what the business knows. Organizations have become more proficient at building agents, but their results still vary widely. The difference often lies in how enterprise knowledge is presented, according to Jesús Barrasa (pictured), field chief technology officer of Gen AI at…

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