Llm, Knowledge Graph, Inference, Llmops, AI.
important ethical considerations and challenges that must be addressed: Knowledge Graph Bias and Fairness: Knowledge graphs can inherit and amplify societal biases present in their underlying data sources, leading to biased language model outputs and decision-making. Techniques for identifying and