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Building Multimodal RAG Application #3: Multimodal RAG System Architecture

Towards AI

In the third article of the Building Multimodal RAG Application series, we explore the system architecture of building a multimodal retrieval-augmented generation (RAG) application. Upgrade to access all of Medium. Processing Videos for Multimodal RAG (Coming soon!)Multimodal

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Article: How Cell-Based Architecture Enhances Modern Distributed Systems

Hacker News

Cell-based architecture has emerged as a response to many challenges associated with distributed systems. Cells can also help organize large architectures into domain-bound deployment and delivery units, which provides essential sociotechnical benefits.

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Understanding REST API: A comprehensive guide

Data Science Dojo

Layered System: REST API should be designed in a layered system architecture, where each layer has a specific role and responsibility. The layered system architecture helps to promote scalability, reliability, and flexibility. The uniform interface helps to simplify the API and promotes reusability.

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Killswitch engineer at OpenAI: A role under debate

Dataconomy

Understanding system architecture A killswitch engineer at OpenAI would be responsible for more than just pulling a plug. The role necessitates a deep understanding of system architecture, including the layers of hardware and software that run AI models like upcoming GPT-5.

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Unbundling the Graph in GraphRAG

O'Reilly Media

For example, articles about former US vice president Al Gore might not discuss actor Tommy Lee Jones, although the two were roommates at Harvard and started a country band together. See the excellent talk “ Systems That Learn and Reason ” by Frank van Harmelen for more exploration about hybrid AI trends. What is GraphRAG?

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Bliki: ConwaysLaw

Hacker News

We often see how inattention to the law can twist system architectures. If an architecture is designed at odds with the development organization's structure, then tensions appear in the software structure. 1: The source for Conway's law is an article written by Melvin Conway in 1968.

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AI Copilot key is coming to the new Microsoft keyboard

Dataconomy

New system architectures : The Copilot key is a standalone feature and part of a broader initiative involving collaboration with silicon partners like AMD, Intel, and Qualcomm. Together, they introduce new system architectures that leverage GPU, CPU, NPU, and the cloud to unlock innovative AI experiences on Windows PCs.

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