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Learn from our experts how to augment processes with AI. Learn from our experts how to improve your business’ strategy and operations with AI. From Business Trends to Tech Insights, these articles will give you discerning ideas to stay at the cutting-edge of knowledge about Generative AI. We want them to be accessible and practical so as it helps you define your AI vision and support you into your AI journey. 

Tech insights

Mambas & Transformers: what it means for application builders.

In 2017, Google published a deep learning architecture called Transformer. It revolutionised the fields of Artificial Intelligence and Machine Learning. Fast forward to 2024: transformer-based Large Language Models (LLMs) power routinely used chatbots able to understand and answer using natural language. The Transformer architecture is so successful that some believe it won’t be dethroned for the next few years.

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Hierarchical Retrieval Augmented Generation (HRAG) 

Large Language Model (LLM, e.g., ChatGPT, LLaMA, Mistral, Falcon… and many others), became increasingly popular in the past few months. The demonstrated breathtaking capabilities, being able to sustain human-like conversations and understand unstructured text.

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