Tag: ai/ml

A significant challenge in software development  faced by many tech driven companies with internal software development teams, is the “Ticket-to-Code Problem”.This issue arises when-reported bugs or requirements are logged as tickets, which then need to be transformed into actionable  code changes. Regnology, a global technology pioneer in regulatory reporting solutions, is no exception.  The process …

Read more “Regnology Automates Ticket-to-Code with agentic GenAI on Vertex AI”

Large language models (LLMs) have remarkable capabilities. Nevertheless, using them in customer-facing applications often requires tailoring their responses to align with your organization’s values and brand identity. In this post, we demonstrate how to use direct preference optimization (DPO), a technique that allows you to fine-tune an LLM with human preference data, together with Amazon …

Read more “Align Meta Llama 3 to human preferences with DPO, Amazon SageMaker Studio, and Amazon SageMaker Ground Truth”

Generative AI has fundamentally transformed how the world interacts with information, and the search industry is no exception. The search landscape is changing rapidly, driven by the rise of large language models (LLMs). Whether they’re interacting with their company’s internal data or browsing public websites, users now increasingly expect more intelligent, intuitive, and comprehensive search …

Read more “Next-gen search and RAG with Vertex AI”

This post was co-written with Mickey Alon from Vidmob. Generative artificial intelligence (AI) can be vital for marketing because it enables the creation of personalized content and optimizes ad targeting with predictive analytics. Specifically, such data analysis can result in predicting trends and public sentiment while also personalizing customer journeys, ultimately leading to more effective …

Read more “How Vidmob is using generative AI to transform its creative data landscape”

Why we are building Tailor Information overload is the biggest issue of our time. We are building Tailor to fix that. I’ve talked with hundreds of folks from different backgrounds and cultures. I asked them how they consume news and information. Everyone told me some version of: I feel I can’t keep up with everything. I’m supposed …

Read more “Fixing information overload”

This post was co-written with Jerry Liu from LlamaIndex. Retrieval Augmented Generation (RAG) has emerged as a powerful technique for enhancing the capabilities of large language models (LLMs). By combining the vast knowledge stored in external data sources with the generative power of LLMs, RAG enables you to tackle complex tasks that require both knowledge …

Read more “Build powerful RAG pipelines with LlamaIndex and Amazon Bedrock”

Kubernetes is a popular orchestration platform for managing containers. Its scalability and load-balancing capabilities make it ideal for handling the variable workloads typical of machine learning (ML) applications. DevOps engineers often use Kubernetes to manage and scale ML applications, but before an ML model is available, it must be trained and evaluated and, if the …

Read more “Deploy Amazon SageMaker pipelines using AWS Controllers for Kubernetes”

Today, we are excited to announce that Google is a Leader in The Forrester Wave™: AI/ML Platforms, Q3 2024, tying for the highest score of all vendors evaluated in the Strategy category. At Google Cloud, we are committed to providing you with a unified platform that supports the entire AI lifecycle – from data preparation …

Read more “Google named a leader in the Forrester Wave: AI/ML Platforms, Q3 2024”