Since LLMs and agents took the stage, I have not published much on Relataly. Not because machine learning suddenly matters less. Quite the opposite. The field has expanded, and there have been many new paths to explore. One of those paths became AIUseCaseHub. The project started with a question I kept encountering in conversations with … Read more
Recently, I’ve been exploring how to leverage intelligent agents to streamline the discovery and organization of real-world AI use cases from across the web. This experimentation led me to develop AIUseCaseHub.com, a platform that employs a multi-agent backend powered by Azure AI Foundry for finding and scraping cases online. In this article, I’d like to … Read more
Large language models (LLMs) have made significant leaps in recent years. The amazing capabilities of ChatGPT & co have revived the discussion around the emergence of a General Artificial Intelligence. AGI aims to match human intelligence in every way. And may not even be so far from that. Already today, LLMs can write essays, compose … Read more
OpenAI and Microsoft have just released a new generation of text-to-speech models that take synthetic speech to a new level. In my latest project I have combined these new models with Azure OpenAI’s ingenuine conversation capacity. The result is a conversational voice bot that uses Generative AI to converse with users in natural spoken language. … Read more
In an age where data is the cornerstone of decision-making, the ability to interact seamlessly with databases is invaluable. This is where Text-to-SQL, powered by Large Language Models (LLMs), is revolutionizing the way we handle data. But what exactly is Text-to-SQL, and how are LLMs like GPT-3 and Google’s PaLM making a difference? Text-to-SQL technology … Read more
Welcome to the dawn of a new era in digital interaction! With the advent of Generative AI, we’re witnessing a remarkable revolution that’s changing the very nature of how we interact with software and digital services. This change is monumental. Leading the charge are the latest generation of AI-powered virtual assistants, aka “AI copilots”. Unlike … Read more
Artificial Intelligence (AI), in particular, the advent of OpenAI’s ChatGPT, has revolutionized how we interact with technology. Chatbots powered by this advanced language model can engage users in intricate, natural language conversations, marking a significant shift in AI capabilities. However, one thing that ChatGPT isn’t designed for is integrating personalized or proprietary knowledge – it’s … Read more
Artificial intelligence (AI) continues its rapid evolution, with new advancements and innovations emerging on a frequent basis. A key enabler of these advancements is the robust infrastructure needed to store, process, and analyze colossal amounts of data. One critical part of this infrastructure is the vector database, a powerful solution for managing unstructured data types … Read more
It’s no secret that Large Language Models (LLMs) are a powerful tool for automating social media tasks. Not only can they be used to curate relevant content that matches your audience’s interests, but also can they create the content and tailor them to the interests of your customers. This article describes how to create a … Read more
Many people use ChatGPT for its text-generation capability and have included it in their day-to-day workflows. However, few people may know that you can use it to create multi-agent conversations between fictional and nonfictional characters. Ever wondered if AI could take you on a time-traveling journey to eavesdrop on a chat between an 18th-century Pirate … Read more
OpenAI’s large language models, such as GPT-4 and ChatGPT, have the potential to revolutionize customer experience and boost economic productivity to a new level. With its ability to automate processes, provide predictive insights, and enhance decision-making capabilities, OpenAI will also impact companies in Switzerland. The question remains: how far along is Switzerland in adopting OpenAI? … Read more
