Applying Agentic AI In Industrial Maintenance

Applying Agentic AI In Industrial Maintenance

Introduction Industrial maintenance is a critical component in the operations of sectors like petroleum refining and mineral mining. These industries rely heavily on complex and powerful machinery, for instance a 25,000 HP FCC Offgas Compressor is a pivotal piece of rotating equipment in a petroleum fuels refinery. We will consider a hypothetical application of the…

Direct Preference Optimization (DPO) for Aligning Large Language Models

Direct Preference Optimization (DPO) for Aligning Large Language Models

Introduction In the rapidly evolving field of artificial intelligence (AI), aligning Large Language Models (LLMs) with human values and preferences is a paramount challenge. As these models become increasingly powerful and integrated into various aspects of daily life, ensuring they act in ways that are beneficial and aligned with human intentions is crucial. One promising…

Text-to-Speech (TTS) and Automatic Speech Recognition (ASR) Applications

Text-to-Speech (TTS) and Automatic Speech Recognition (ASR) Applications

Introduction Incorporating voice input/output for large language models (LLMs) has immense potential for various organizations, although it has not kept pace with text-based modalities. The integration of LLMs with text-to-speech (TTS) technology represents a significant advancement in the voice technology landscape. These developments not only enhance the digital experience but also make daily technology interactions…