Domain-Driven LLM Development: Insights into RAG and Fine-Tuning Practices

KDD 2024 tutorial co-presented with José Cassio dos Santos Junior and Yun-Fei Bai (AWS) and Richard Song (Epsilla), on choosing between and combining retrieval-augmented generation and fine-tuning when building domain-specific LLM applications. Her affiliation on the paper is CambioML Corp, San Jose.