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Exploring Expert Approaches and Knowledge Graph Integration in Custom LLMs
Expert approaches in custom LLMs involve selecting the right expert to provide answers, akin to consulting colleagues in an organization. Each expert LLM represents a head of department, such as marketing or HR experts. Knowledge graphs play a crucial role in helping AI understand relationships between objects. They consist of high-quality word tokens, created by humans, and when used in embeddings with high weights, they enhance output quality, making it easier to provide users with related concepts and references.