Originally published at: https://developer.nvidia.com/blog/insights-techniques-and-evaluation-for-llm-driven-knowledge-graphs/
Data is the lifeblood of modern enterprises, fueling everything from innovation to strategic decision making. However, as organizations amass ever-growing volumes of information—from technical documentation to internal communications—they face a daunting challenge: how to extract meaningful insights and actionable structure from an overwhelming sea of unstructured data. Retrieval-augmented generation (RAG) has emerged as a popular…
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This was an amazing collaboration across multiple teams over the past year, and resulted in a GTC session, publication, open-source reference application, and this blog post. Please reach out if you have any questions or comments, and we would be happy to help!