Enterprise deployments also require services to manage the ML lifecycle (MLOps). Examples of Microsoft’s Generative AI and ML lifecycle managed services include Azure AI Search, Azure OpenAI Service and Azure ML Service.

Here are a few options: Microsoft Designer allows you to create custom images from text descriptions. Just describe the visual you'd like, and Designer will generate a high-resolution image for you.

Learn why LLMOps and prompt engineering ... building generative AI applications. ... Learn how to discover, customize, and deploy foundation models in Azure Machine Learning. ... Find out why Azure Machine Learning is the best platform to monitor your LLM applications in production. ... Learn more about prompt flow, the development tool designed to ...

Included in this portfolio is Microsoft Copilot, Microsoft 365 Copilot, Microsoft Security Copilot, and GitHub Copilot, among other generative AI solutions and experiences.

October 13, 2023 - Bing Image Creator was upgraded with the Dall-E 3 model, so it now better understands users' requests, rendering detailed and more accurate images. Microsoft also integrated Designer into Bing for easier editing of AI-created images.

March 29, 2024 - Prompt: Generate a photo-realistic image set in the 1940s of a middle-aged man at a diner on a rainy day. He is sitting on a stool at a long counter, enjoying a coffee. ... Copilot is also an AI text generator that produces a huge array of different texts, styles, and formats.

Use the Microsoft Foundry SDK to develop AI applications with Microsoft Foundry projects. ... Learn about how to use prompt flow to develop applications that leverage language models in the Microsoft Foundry. ... Retrieval Augmented Generation (RAG) is a common pattern used in generative AI solutions to ground prompts with your data.

Build comprehensive solutions using Foundry Tools and other Azure AI products. ... Accelerate the transformation of multimodal data into insights. ... Build conversational interfaces, summarize documents, and analyze text using prebuilt AI-powered features. ... Build generative AI apps faster using prebuilt or customizable speech AI models.

The index of Microsoft GitHub repositories that are open source has been relocated to https://opensource.microsoft.com

PwC is working with a global consumer packaged goods company to deploy a Microsoft generative AI model to help. This model automatically answers simple questions. And it routes complex ones to the right people. With the help of data pipelines and workflow orchestration tools in Azure, this model also provides customer representatives with guidance to answer complex questions.

1 week ago - Debug-gym: an environment for AI coding tools to learn how to debug code like programmers · Claimify: Extracting high-quality claims from language model outputs · Exploring the structural changes driving protein function with BioEmu-1 · Magma: A foundation model for multimodal AI agents across digital and physical worlds · Introducing Muse: Our first generative AI model designed for gameplay ideation

Build generative AI applications and AI agents on an enterprise-grade platform. Explore, build, test, and deploy using cutting-edge AI tools and ML models, grounded in responsible AI practices.

Explore new ways to create, connect, and see clearly with Copilot—AI tools that help you design, chat, learn, and stay in sync.

1 month ago - A new tool from Microsoft called Agent 365 is designed to help businesses control their growing collection of robotic helpers. Agent 365 is not a platform for making enterprise AI tools; it’s a way to manage them, as if they were human employees.

See how AI tools like Copilot in Microsoft Power Platform help everyone build low-code apps, websites, workflows, analytics, and agents quickly and efficiently.

May 30, 2023 - It enables customers of all technical levels to experience capabilities in a single, unified experience. It is infused with Azure OpenAI Service at every layer to help customers unlock the full potential of their data, enabling developers to ...

Developing generative AI solutions build on your existing skills. Microsoft builds tools, services, APIs, samples, and learning resources to help you start with generative AI. Each one covers a key part of building a generative AI solution.

Create generative AI applications using Azure Database for PostgreSQL. ... Master building, deploying, and scaling intelligent applications with Azure Cosmos DB. ... Learn how to use Azure SQL Database to build AI applications. ... Automate dev workflows with AI-powered agents and GitHub Actions for intelligent CI/CD. ... Examine GitHub products and AI-enhanced tools to boost technical decision-makers' understanding of enterprise developer productivity solutions.

A practical approach to implementing generative AI responsibly, and exploring content filters in AI Foundry portal.