Daniel Rohrer – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-11-20T23:02:36Z http://www.open-lab.net/blog/feed/ Daniel Rohrer <![CDATA[RAG 101: Retrieval-Augmented Generation Questions Answered]]> http://www.open-lab.net/blog/?p=75743 2024-11-20T23:02:36Z 2023-12-18T19:44:42Z Data scientists, AI engineers, MLOps engineers, and IT infrastructure professionals must consider a variety of factors when designing and deploying a RAG...]]>

Data scientists, AI engineers, MLOps engineers, and IT infrastructure professionals must consider a variety of factors when designing and deploying a RAG pipeline: from core components like LLM to evaluation approaches. The key point is that RAG is a system, not just a model or set of models. This system consists of several stages, which were discussed at a high level in RAG 101…

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]]> 2 Daniel Rohrer <![CDATA[Edge Computing: Considerations for Security Architects]]> http://www.open-lab.net/blog/?p=37991 2023-07-11T23:11:46Z 2021-10-04T18:36:00Z Data is increasingly being generated at remote edge locations out of reach from traditional data center solutions. To take advantage of these sources of data,...]]>

Data is increasingly being generated at remote edge locations out of reach from traditional data center solutions. To take advantage of these sources of data, companies adopt edge computing by moving computing power and storage closer to where the data is collected. This decreases bandwidth costs and latency when streaming data back to a data center or cloud. Edge computing delivers applications…

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