Geert Baeke • 7/7/2024

Trying out Microsoft’s Graph RAG

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This technical article explains the limitations of baseline Retrieval-Augmented Generation (RAG) for answering global questions about a dataset. It introduces Microsoft's Graph RAG approach, which uses knowledge graphs and community summaries for better query-focused summarization. The post provides a practical guide to getting started with the open-source Python implementation, including installation and initial setup with OpenAI or Azure OpenAI.

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#llm #Azure AI Search #Retrieval Augmented Generation
Trying out Microsoft’s Graph RAG

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