Enhance Large Language Models with RAG for tailored Enterprise Applications
Large Language Models (LLMs) have garnered significant attention for their sophisticated ability to parse and generate responses that are remarkably human-like. These advanced models facilitate swift and fluid dialogues with extensive datasets, enabling them to distill complex information and extract insights from data or replace complex queries such as SQL queries with natural language. However, […]
Advancing Healthcare: Leveraging Microsoft Fabric and Fivetran for Streamlined Data Integration and Enhanced Analytics in a Complex Ecosystem
ThoughthsWin Systems are excited to provide an overview of a recent project where we realized significant benefits in delivering advanced analytics in healthcare, through the combined use of the Fivetran data integration platform and Microsoft’s Fabric analytics solution. Background In the intricate and vital realm of healthcare, a colossal amount of data is generated daily […]
Worried About Bias when AI Informs Decisions?
Navigating the AI Era: Balancing Innovation with Ethical Governance Current Situation in BC Regarding Responsible AI Frameworks In British Columbia (BC), the government acknowledges the transformative potential of Artificial Intelligence (AI) while recognizing the need for responsible governance. Responsible AI Frameworks place emphasis on ethical and safe deployment of AI technologies, guided by values and […]
Custom Large Language Models in the AI Revolution
Exploring the exciting world of large language models (LLMs), especially those built on open-source foundations, opens incredible possibilities for technological growth and strategic innovation. In this blog post, let’s dive into why creating a custom LLM is such a game-changer and how it can propel our organization to new heights in the fast-paced world of […]
Unlocking the Power of Azure Machine Learning
Introduction In the vast domain of big data, with its norm of processing billions of rows, Azure Machine Learning (AML) stands as a pivotal force in the evolving landscape of machine learning and data processing. The integration of novel features like Prompt Flow, Model Catalog, and OneLake in Microsoft Fabric is revolutionizing the handling, analysis, […]