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Graph AI refers to the use of graph-based models and algorithms in artificial intelligence to analyze and draw insights from interconnected data represented as graphs. It is particularly effective in understanding relationships, patterns, and structures within complex networks, and has applications in a variety of fields, including social network analysis, recommendation systems, and fraud detection.