After the initial excitement caused by the launch of closed large language models (LLMs), many organizations struggled to reach the quality and ROI targets required to deliver production-grade AI projects...

In this session, we'll explore everything about LLM-based agents, starting from the basics and going all the way to building a full system...

State-space models (SSMs) are a powerful mathematical framework for describing dynamic systems using sets of first-order differential or difference equations governed by state variables...

Large Language Models (LLMs) are transforming the way organizations handle complex tasks...

With Generative AI a lot seems possible. You’ll have an idea, test it out in ChatGPT, and low and behold the answer seems great...

This talk dives deep into the world of semantic retrieval, a powerful technique that goes beyond keywords to understand the true intent of your data...

In this lecture, we will explore the innovative ways in which generative AI and text-to-code models can be utilized to make data more accessible for individuals who may not be familiar with traditional SQL querying...

Superposition is a phenomenon where an entity exists in multiple states simultaneously. But what does this have to do with LLMs?...

Using an out-of-the-box LLM embedding is increasingly common nowadays. However, integrating these embeddings into scalable systems presents challenges due to their typically large size...

A deep dive into the architecture of an agent designed to autonomously optimize cost per lead, a task traditionally handled manually by performance marketers.

Have you had a conversation with an LLM? Has the first conversation blown your mind? But what happened after the third conversation? The tenth? As the number of conversations grows, we start paying attention to the inherent challenges LLMs pose, such as hallucinations...

In today's era dominated by large language models, the quality of prompts is crucial for effective utilization of these powerful tools...

Efficiently handling production incidents is crucial for our business...

The Booking AI Trip Planner combines the power of AI with Booking.com’s travel expertise, offering travelers a comprehensive, one-stop solution to enhance and expedite the trip planning process...

In this session we will dive into the practical realities of deploying a Retrieval-Augmented Generation (RAG) application...

Let's face it: most LLM App PoCs are a disaster waiting to happen. Hallucinations, inconsistency, and scalability nightmares abound. Enter the LLM Triangle - a framework for building reliable, production-ready AI systems...

Many companies and businesses today seek the ability to interact with their data using Retrieval-Augmented Generation (RAG) solutions...

The adoption of GenAI for various use cases is on the rise, with its power exponentially increasing with each new implementation...