Sakthi Ramalingam’s Post

How we use Stable Diffusion in post prod of our visualizations in Insight ADB #Architecture #ArchitecturalVisualization #AIinArchitecture #StableDiffusion #DigitalRendering #ArchitecturalDesign #AIDesign #Visualization #3DRendering #InnovativeDesign #FutureOfArchitecture #DesignTech #TechInArchitecture #AIPowered #CreativeAI #ModernArchitecture #DigitalArchitecture #SmartDesign #ArchitectureLovers #DesignInnovation

RAG What it was: A rag was a simple cloth material used to clean or protect items within a specific area. Practical, and one could say limited / limitless uitility. What it is today: RAG now (also) stands for Retrieval-Augmented Generation, a transformative approach in AI that combines retrieval systems and generative models. By fetching relevant, context-rich information and combining it with generative AI capabilities, RAG ensures responses are more accurate, grounded, and tailored. The space really challenges you and language I guess? lol. However, it also requires us all to keep adapting, innovating, and thinking about how you can take a simple word and make it an acronym to define, what it takes to clean up complexity and/or store data more efficiently for AI… ~ wild interesting and intriguing tbh ~ Now what does that mean for Tecton: Tecton excels in enabling RAG systems by providing seamless access to unified, high-quality context—whether through features, embeddings, or real-time data. This makes it easier for enterprises to build smarter, context-aware AI applications that outperform generic generative models. With Tecton, RAG isn’t just a capability—it’s a strategic advantage, turning data into actionable intelligence at scale. Feel free to message me, check out our website, or dive into our YouTube series for more. #RAG #AI #MLOPS

For a comprehensive yet accessible explainer on Flamingo, "the landmark architecture that introduced robust models capable of understanding both images and text," don't miss Daniel Warfield's latest deep dive.

So many possibilities in this architecture.

How does the attention mechanism work in the transformer architecture? Why is it so good at its job, but also so challenging to scale to handle longer sequences? Dimitris Poulopoulos offers clear and thorough answers in an excellent new explainer.

The Transformer Architecture From a Top View https://bit.ly/3IlJOVi

Leading LLMs are converging on the Mixture of Experts architecture.

Curious how AI innovations are transforming architecture? Learn more about how Large Language Models are transforming the art and science of #architecture : https://lnkd.in/eZtKCcMT #LLM #AI #Construction

“A deep exploration of TiDE, its implementation using Darts and a real life use case comparison with DeepAR and TFT (a Transformer architecture)“ Read this story from Rafael Guedes on Medium:

The first Video of the series explaining Transformer Architecture From #3blue1brown is now Live! Check it out!