Experiments in Organizing Information for Optimal Retrieval Originally Published on my Substack So recently, I have been experimenting with knowledge bases, and how information is structured is vital. In some sense, it directly relates to the context and overall meaning. It also makes it easier for LLMs to answer questions accurately and reduces hallucinations. And so we created a few experiments that you can play with and test yourself. But first, why does information structure matter? Imagine a library. One room has books strewn everywhere, titles mixed up, and no discernible orde ..read more

Introduction The exploration focuses on examining the workings of Dialogflow CX, a tool that assists in human-like conversations, and the advanced Gemini Pro model, a highly intelligent AI. It focuses on demonstrating their combined impact in revolutionizing the development of conversational agents. It’s all about how these two join forces to transform how we create these interactive virtual assistants. The weblog will underscore the pivotal role of agent generation in transforming user experiences and optimizing interactions. It will elucidate how the fusion of Dialogflow CX and the Gemini Pr ..read more

In today’s tough business world, finding new customers feels like trying to solve a tricky puzzle. With lots of companies competing for attention and people being easily distracted, brands are experiencing the heat. They’re finding it hard to get noticed, attract prospects, and turn them into loyal buyers. In this challenging situation, old-fashioned ways of doing things often don’t work well enough. That’s why businesses are looking for new, clever ideas to get ahead. That’s where customer acquisition chatbots come in — they’re like the superheroes changing how companies find new market ..read more

The Future of AI Conversational Agents Originally Published on my Substack https://medium.com/media/b707120464a730190c64625d305f1557/hrefHow Large Language Models have Revolutionized Designing AI Agents Large Language Models are redefining how we build Conversational Agents. Today, LLMs can do most of the heavy lifting in minutes. The days of building hundreds of flows of every useful intent or FAQ question are gone. Instead, LLMs can be trained on a knowledge base and be able to give great answers. The role of a Conversation Designer has changed. Designers now have to start thi ..read more

Over the past few months, I have published a lot of high quality content on AI, LLMs, RAG, Knowledge Bases and on the experiments we are running. Even though this content is AI focused, there is an inherently Philosophical and Psychological connection as we get into biases, semantics, perception and interpretation. In the past week, I also wrote a set of core foundational Philosophical articles and I want to know what content your interested in and what your preferences are. For example, do you want the content to oscillate between AI and Philosophy? To ensure that you receive the content ..read more

I’m thrilled to invite you to embark on an enlightening journey with me on StefanSpeaks. As we stand at the forefront of a technological revolution, it’s time to explore and understand the profound impact of Artificial Intelligence on our future, our humanity, and the boundless opportunities it presents. In 2016, I stepped into the world of Conversational AI, a field that has dramatically evolved over the years. The launch of Large Language Models (LLMs) marked a new era, transforming how we interact with technology and paving the way for innovations that once seemed beyond our reach. In ..read more

Hey Friend, Over the past few years, we’ve shared exciting developments in AI. In the last year, the world of Conversational AI and Chatbots has exploded and I’d love to share my insights and for you to be part of this wave. As the founder of ChatbotsLife, I’m thrilled to personally invite you to my sessions today. Session 1: How the world of Conversational AI is chaning with LLMs Session 2: Understanding the Limitations of LLMs & How to Build Next Generation AI-Bots.” My first session start at 9:45 am and is part of a bigger show! Here is what the Morning Agenda Loo ..read more

Hey Friend The moment we’ve all been waiting for is almost upon us! The Chatbot Conference kicks off tomorrow, November 1st! As we’re gearing up for an electrifying day, here’s a quick reminder of the transformative sessions awaiting you: The New Web: Discover how Conversational AI is reshaping SERPs and websites. Knowledge Bases & Vector Databases: Understand the crucial role of knowledge bases in elevating chatbot efficiency and accuracy. LLMs Deep Dive: Immerse yourself in the vast world of Large Language Models, exploring their potential and intricacies. Redefining Conversa ..read more

So recently, we have been experimenting with knowledge bases, and how information is structured is vital. In some sense, it directly relates to the context and overall meaning. It also makes it easier for LLMs to answer questions accurately and reduces hallucination. And so we created a few experiments, that you can play with and test it yourself. But first, why does Information Structure Matter? Imagine a library. One room has books strewn everywhere, titles mixed up, and no discernible order. In another room, the books are organized by subject, then by author, then by publication date ..read more

Overwhelmed and frustrated by the current news landscape? You are not alone I’ve interviewed more than 100 people in the last 5 months. Basically everyone told me that they feel overwhelmed by the amount of information and news overload out there. A lot of them told me they were just tuning everything out. Social media refugees. News monks. It makes sense. Think how hard and frustrating it is to read the latest news and understand what is happening. You have to fight clickbait. You have to fend off misinformation. Figure out echo chambers. It’s terrible. It’s emotionally draini ..read more