Category: FAANG

The rise of generative AI has brought forth exciting possibilities, but it also has its limitations. Large language models (LLMs), the workhorses of generative AI, often lack access to specific data and real-time information, which can hinder their performance in certain scenarios. Retrieval augmented generation (RAG) is a technique within natural language processing that uses …

Read more “Unlocking enhanced LLM capabilities with RAG in BigQuery”

WhatsApp has billions of users worldwide. It has emerged as a critical communication platform where brands must establish a strong presence. 39% of people prefer to use the app as a customer service channel. This is where the WhatsApp chatbot for eCommerce enters the picture. It is offering a revolution in the seamless client journey. Virtual …

Read more “WhatsApp Chatbot for eCommerce: How It Is Transforming Customer Experiences”

Today, we are excited to announce the Mixtral-8x22B large language model (LLM), developed by Mistral AI, is available for customers through Amazon SageMaker JumpStart to deploy with one click for running inference. You can try out this model with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms and models so you …

Read more “Mixtral 8x22B is now available in Amazon SageMaker JumpStart”

Creating marketing campaigns is often a complex and time-consuming process. Businesses aim to create real-time campaigns that are highly relevant to customer needs and personalized to maximize sales. Doing so requires real-time data analysis, segmentation, and the ability to rapidly create and execute campaigns. Achieving this high level of agility and personalization gives businesses a …

Read more “Creating marketing campaigns using BigQuery and Gemini models”

“NEVER THINK THERE IS ANYTHING IMPOSSIBLE FOR THE SOUL. IT IS THE GREATEST HERESY TO THINK SO. IF THERE IS A SIN, THIS IS THE ONLY SIN; TO SAY THAT YOU ARE WEAK, OR OTHERS ARE WEAK”– By Swami Vivekanand Is Deep Learning now overtaking the Machine Learning algorithm? Let us first know what is …

Read more “What is Deep Learning?”

This post is co-written with HyeKyung Yang, Jieun Lim, and SeungBum Shim from LotteON. LotteON aims to be a platform that not only sells products, but also provides a personalized recommendation experience tailored to your preferred lifestyle. LotteON operates various specialty stores, including fashion, beauty, luxury, and kids, and strives to provide a personalized shopping …

Read more “How LotteON built a personalized recommendation system using Amazon SageMaker and MLOps”

Customers tell us they see great potential in using large language models (LLMs) with their data to improve customer experiences, automate internal processes, access and find information, and create new content —just to name a few of the emerging generative AI use cases. There are many ways to leverage your data, so in this blog, …

Read more “To tune or not to tune? A guide to leveraging your data with LLMs”