Learn how to streamline AI development by using Microsoft Devtunnels to connect local services with Azure Machine Learning evaluation pipelines, eliminating deployment delays while maintaining comprehensive cloud-based validation.
This blog post introduces a comprehensive evaluation framework for enterprise chatbots powered by large language models (LLMs), specifically addressing the challenges of assessing Line of Business (LOB) agents in business-critical environments. The authors tackle the fundamental problem that traditional chatbot evaluation metrics fail to capture th...
OpenTelemetry offers flexible observability in distributed systems, this post looks at how to integrate multiple data sources when connected and disconnected from the internet.
To simplify the development and debugging of complex Java Dapr-enabled microservices we recommend leveraging Docker Compose to define all services including the Java Apps, each with its own Dapr sidecar, plus infrastructure/dependent services all these running in individual containers. Using a VS Code devcontainer with Docker-in-Docker support, ena...