Geert Baeke explains how to build a cloud-native AI Agent Server using AG-UI and Microsoft Agent Framework, showcasing a Python backend with real-time streaming, standardized agent communication, and Azure-ready deployment.
50 articles from this blog
A technical guide on building an AI agent server using the AG-UI protocol and Microsoft's Agent Framework for Python, with GitHub code.
A technical guide on automating presentation creation using Microsoft Agent Framework, Azure OpenAI, and the GAMMA API.
Explores using durable execution engines like Azure Durable Task Scheduler to build robust, long-running AI workflows, such as summarizing articles and generating newsletters.
A technical guide on implementing end-to-end user authorization for MCP servers using Entra ID, OAuth 2.0, and on-behalf-of flows.
A technical guide on deploying a multi-agent AI system using MCP and A2A protocols to Azure Container Apps, with components for conversation, tools, and specialized agents.
A technical guide on deploying a multi-agent AI solution using Azure AI Foundry and Azure Container Apps, focusing on private networking and infrastructure setup.
Explains how to implement streaming updates for long-running tasks in Google's Agent2Agent (A2A) framework using asynchronous generators and SSE.
A technical deep dive into Google's A2A framework for building and connecting multi-agent AI systems via a standardized JSON-RPC API.
Explores when and how to build multi-agent AI solutions, comparing frameworks, PaaS options, and custom implementations for developers.
A guide to building configurable, collaborative AI agents using the OpenAI Agents SDK, covering agent factories, tool registries, and collaboration patterns.
A tutorial on building an AI agent with a reasoning loop using Hugging Face's smolagents library and Azure OpenAI's GPT-4o model.
Explores using Bing Search API to ground LLM responses for website assistants, comparing custom implementation with Azure AI Agent Service.
A tutorial on building an intelligent agent using the Azure AI Agent SDK, covering setup, tools, and integration with Azure AI Foundry.
Explains how to integrate OpenAI's Realtime API using WebRTC for low-latency, multimodal conversational applications.
Explores using Azure AI Inference Service to simplify LLM integration, focusing on Python SDK and GitHub Marketplace for experimentation.
A tutorial on creating a Microsoft Copilot declarative agent that calls an authenticated API using FastAPI, OpenAPI, and bearer tokens.
A guide to building a declarative Copilot agent with actions using Visual Studio Code and the Teams Toolkit extension.
How to configure and use Azure Service Bus as a custom pub/sub broker with Diagrid Catalyst for distributed applications.
Building a multi-service document extraction app using LLMs, Azure services, and Diagrid Catalyst for cloud-native architecture.
Analyzes token consumption in Microsoft's Graph RAG for local and global queries, including setup with LiteLLM and Langfuse for monitoring.
