Wednesday, July 22Digital Marketing Journals

large-language-models

LLMs for Chatbots and Conversational AI: Building Engaging User Experiences | by Megha Verma | Aug, 2024
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LLMs for Chatbots and Conversational AI: Building Engaging User Experiences | by Megha Verma | Aug, 2024

Large Language Models have emerged as the central component of modern chatbots and conversational AI in the fast-paced world of technology. Just imagine conversing with a machine that is as intelligent as a human.The use cases of LLM for chatbots and LLM for conversational AI can be seen across all industries like FinTech, eCommerce, healthcare, cybersecurity, and the list goes on.LLMs like OpenAI’s GPT-4 are an amazing example of Artificial Intelligence that is trained on vast amounts of textual data to understand and produce natural-sounding human language. Conversational AI chatbots have been completely transformed by the advances made by LLMs in language production. With deep learning coming into the picture, Large Language Models are now able to produce correct and contextually releva...
Join My Talk on AI-Bots this Morning! | by Stefan Kojouharov | Nov, 2023
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Join My Talk on AI-Bots this Morning! | by Stefan Kojouharov | Nov, 2023

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 LLMsSession 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 Looks like:Agenda:9:00 am: Welcome Talk & Overview by me, Stefan.9:10 am — 9:45 am: Insights from Krish Ramineni, the dynamic Co-founder & CEO of Fireflies.ai, as he discusses one of the fastest-growing AI companies.9:45 am ...
Mastering Knowledge Bases: The Key to Transformative Chatbots | by Stefan Kojouharov | Oct, 2023
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Mastering Knowledge Bases: The Key to Transformative Chatbots | by Stefan Kojouharov | Oct, 2023

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. Which room would help you find the book you want more efficiently?LLMs are similar. The way knowledge is presented and organized dictates not only their understanding but also their output.Organization of Info...
🤯 Unlock the Secrets to Reducing LLM Hallucinations | by Stefan Kojouharov | Sep, 2023
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🤯 Unlock the Secrets to Reducing LLM Hallucinations | by Stefan Kojouharov | Sep, 2023

Why does it happen even after training the model on your knowledge base or even after fine-tuning?The answer lies in understanding the fundamental structure of an LLM and how it works.One of the biggest misconceptions is in thinking that LLMs have knowledge or that they are programs.At their core, they are a Statistical Representation of Knowledge, and understanding this can be profound.Here is the crucial difference between both.When you ask a knowledge base a question, it simply looks up the information and spits it out.Conversely, an LLM is a probabilistic model of knowledge bases that generates answers; hence, it is a Generative Large Language Model. It generates responses based on language probabilities of what word should come next.As a result, this can lead to hallucinations, self-c...
Unveiling the Surprising Secrets of ChatGPT’s API & BARD for Bot Building | by Stefan Kojouharov | May, 2023
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Unveiling the Surprising Secrets of ChatGPT’s API & BARD for Bot Building | by Stefan Kojouharov | May, 2023

How Companies and Brands Need to think about Building AI AppsAI POWERED WORLDPrepare to be astonished as we unveil the superpowers of ChatGPT that go far beyond 99% of what people are building today.Imagine unleashing the immense potential of natural language processing on your data. With ChatGPT API & Bard you can quickly develop super powerful bots that harness the power of your data and create one-of-a-kind knowledge base!This is the beginning of a whole new world where the winners will be companies that create unique value via their proprietary data.But that’s not all!By integrating ChatGPT’s API, you unlock a world of possibilities that extend beyond traditional chatbot functionalities.Picture this: customer support agents empowered by AI, that can create unique experiences for yo...