We're thrilled to announce the much-anticipated Azure OpenAI Service On Your Data is now generally available! The groundbreaking feature empowers you to leverage the power of OpenAI models, such as GPT-4, and incorporates the advanced capabilities of RAG (Retrieval Augmented Generation) model, directly on your data with enterprise-grade security on Azure. This cutting-edge capability transforms th

Introduction GenAI applications are those that use large language models (LLMs) to generate natural language texts or perform natural language understanding tasks. LLMs are powerful tools that can enable various scenarios such as content creation, summarization, translation, question answering, and conversational agents. However, LLMs also pose significant security challenges that need to be addre

Azure OpenAI Insights: Monitoring AI with Confidence Welcome to the forefront of AI innovation! In the ever-evolving world of Artificial Intelligence, organizations and entities across various sectors are on a quest to leverage advanced technologies efficiently. Azure OpenAI opens a realm of possibilities, offering both challenges and excitement, particularly for those at the early stages of AI ad

Introduction Azure AI Landing Zones provide a solid foundation for deploying advanced AI technologies like OpenAI's GPT-4 models. These environments are designed to support AI enthusiasts, but it's essential to grasp their networking aspects, especially concerning Platform as a Service (PaaS) offerings. In this article, we'll dive into the networking details of OpenAI Landing Zones, focusing on ho

In July we shared with this audience that OpenAI Whisper would be coming soon to Azure AI services, and today – we are very happy to announce – is the day! Customers of Azure OpenAI service and Azure AI Speech can now use Whisper. The OpenAI Whisper model is an encoder-decoder Transformer that can transcribe audio into text in 57 languages. Additionally, it offers translation services from those l

September Update Python in Excel is now available to all Enterprise, Business, Education, and Family and Personal users running Beta Channel on Windows. This feature will roll out to Excel for Windows first, starting with build 16.0.16818.20000, and then to the other platforms at a later date. Since its inception, Microsoft Excel has changed how people organize, analyze, and visualize their data,

Over the last couple of years, we’ve learned just how powerful language models can be.  With the advent of gpt-35-turbo and gpt-4, these models can accomplish more than ever before and we're seeing customers be successful with an array of new scenarios. While these models are incredibly useful on their own, you can accomplish even more by integrating them with other systems and tools. Function cal

From Mercedes-Benz enhancing their in-car experiences to AT&T using these models to empower their employees we’re seeing customers innovate with Azure OpenAI Service like never before. The gpt-35-turbo and gpt-4 models have been a catalyst for widespread adoption of large language models (LLMs), and we’ve seen tremendous ingenuity from our customers in virtually every industry. We’re excited to an

New trends in AI, LLMs and application development The rise of AI and large language models (LLMs) has transformed various industries, enabling the development of innovative applications with human-like text understanding and generation capabilities. This revolution has opened up new possibilities across fields such as customer service, content creation, and data analysis. As LLMs rapidly evolve,

We are excited to announce the launch of Azure OpenAI Service on your data in public preview, a groundbreaking new feature that allows you to harness the power of OpenAI models, such as GPT-4, with your own data. This new and highly requested customer capability revolutionizes the way you interact with and analyze your data, providing greater accuracy, speed, and valuable insights. Let’s explore t

Introduction We’re introducing the BERT deep learning architecture for text data to Azure Automated ML. This model usually performs much better than older machine learning techniques that rely on bag of words-style features for text classification.  BERT, which is both a neural net architecture and a particular transfer learning technique, has had a huge impact on large and small companies (exampl