Beyond Vector Stores: Why Knowledge Graphs are the Secret to Smarter AI Agents

As AI agents tackle long-running tasks, traditional vector stores often fail by retrieving outdated or contradictory information, a phenomenon known as memory drift. By integrating knowledge graphs to map explicit relationships and versioned truth, developers can ensure agents maintain reliable context and avoid performance decay.