Vector Database Programming Tutorials & Engineering Articles

3 Vector Database tutorials, guides, and engineering insights from NVIDIA

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NVIDIA

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Build a Retrieval-Augmented Generation (RAG) Agent with NVIDIA Nemotron

The article provides a comprehensive guide on building a Retrieval-Augmented Generation (RAG) agent using NVIDIA Nemotron, emphasizing the integration of external information to enhance text genera...

DockerEmbeddingHugging FaceLangChainPythonStreamlitVector Database

Edward Li

16 min read

Includes Code

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NVIDIA

Intermediate

Advancing Neuroscience Research with Visual Question Answering and Multimodal Retrieval

The article discusses how the IIT Madras Brain Centre is leveraging generative AI, specifically visual question answering (VQA) and multimodal retrieval, to enhance neuroscience research.

EmbeddingFine-tuningHelmVector Database

Pralaypati Ta

7 min read

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Notion

Advanced

Building and scaling Notion’s data lake

The article discusses how Notion built and scaled its data lake to manage a tenfold increase in data over three years, driven by user and content growth.

ApacheAWSAWS RDSEmbeddingPySparkScalaSQLVector Database

XZ Tie, Nathan Louie, Thomas Chow, Darin Im, Abhishek Modi, Wendy Jiao

13 min read

Includes Code

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