Imago Platform uses graphs to reduce AI hallucinations
SiliconANGLE: Imago Platform uses graphs to improve AI knowledge management
AI-powered knowledge management systems face a fundamental challenge when businesses need accurate answers rather than plausible ones. Imago Platform Ltd. encountered that problem while developing an application to help customers navigate complicated product warranty policies. Imago’s first client, a lighting and electrical business, needed help resolving warranty claims across manufacturers with widely varying policies. The […] The post Imago Platform uses graphs to improve AI knowl
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AI-powered knowledge management systems that rely on language models alone can produce plausible but inaccurate answers, a problem one company addressed by using graph databases to establish relationships between different data sources. Graph databases help AI agents retrieve information in proper context rather than generating answers from general knowledge alone, which reduces hallucinations and improves accuracy. This approach also allows developers to trace how AI agents arrive at conclusions by creating a record of each step taken. The technique has applications across multiple industries including warranty claim resolution, product recommendations, and business data management.
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