In this talk I will elaborate on GraphRAG as described in a paper by Microsoft released in April, 2024. I hope to cover the limitations of traditional RAG pipelines, why we might want query-focused summarization, and how knowledge graphs can help us retrieve more relevant global context surrounding a query.
