Showing category results for Microsoft Foundry

TL;DR Learn the best practices to evaluate and optimize the RAG quality of your agent using evaluations in Foundry Observability. This tutorial demonstrates these 2 best practices before deploying your RAG agent: 1. Evaluate and optimize end to end your RAG agent using reference-free RAG triad evaluators: Groundedness and Relevance evaluators; ...

How to get started with Azure OpenAI's next-generation GPT-4o audio models for transcription and text-to-speech applications.

In today’s rapidly evolving AI landscape, developers are seeking reliable, secure, and predictable language capabilities to power the next generation of enterprise-grade agents. As agentic architecture becomes central to modern applications, teams need tools that deliver stronger privacy guarantees, deterministic behavior, and seamless integration ...

Microsoft Ignite 2025 is the ultimate opportunity for developers to dive deep into what’s new with Azure AI Foundry. We curated the top sessions designed for hands-on learning, practical demos, and expert insights. Whether you’re building AI apps, orchestrating multi-agent systems, or interested in exploring new developer tools, this guide will hel...

Whether you’re a machine learning practitioner, app developer, or just curious about the latest in AI, this guide shows how you can quickly boost image classification accuracy using cutting-edge Vision-Language Models (VLM) on Azure—no deep learning expertise required. In this walkthrough, you’ll see how to fine-tune GPT-4o on Azure OpenAI for i...

Azure AI Foundry makes fine-tuning smarter, faster, and more accessible than ever. Whether you’re building agents that reason, tools that adapt, or workflows that scale, this is your launchpad for customizing models to solve real business challenges. Dive in to discover best practices, hands-on resources, and the latest innovations so you can build...

GPT‑5‑Codex GA, Sora video‑to‑video preview, Grok 4 Fast, Browser Automation & Key Vault previews, new Search knowledge sources, Voice Live GA.

Why agents need a new foundation Over the last year, developers have been experimenting with AI agents in every imaginable form. Agents are not just chatbots or copilots — they are autonomous software components that can reason about goals, call tools and APIs, collaborate with other agents, and adapt dynamically. Whether it’s a retrieval agent fo...

Foundry Local is a high-performance local AI runtime stack that brings Azure AI Foundry’s power to client devices. Foundry Local lets you build and ship cross-platform AI apps that run models with acceleration on a wide range of hardware. The Evolution of AI Acceleration On-device AI has progressed rapidly. Early workloads ran on CPUs, but perf...

Developers have long struggled with concerns about data privacy, restrictive cloud dependencies, and limited control over their AI tools—especially when working on sensitive projects or within regulated industries. Now, with the excitement surrounding local models, you can harness AI directly on your device, ensuring your data stays private and you...