Showing category results for CSE

How to leverage Testcontainers for integration testing

Cloud and Infrastructure teams can manage secrets on Azure KeyVault with a Tagging strategy to perform automations.

Working with Git Submodules and creating actions.

A step-by-step guide to storing data validation results into the Eventhouse & visualize data using queries and dashboard.

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...

Exploring how Microsoft Fabric OneLake indexer integrates with OpenAI

Steps to Produce High Quality Ground Truth Pairs for AI Systems

Suggestions on how to evaluate a generative AI application in an adaptable and extensible manner.

This blog post discusses the challenges and solutions encountered by the ISE team at Microsoft while making a distributed system production-ready. It focuses on issues including slow processing speeds and out-of-memory exceptions, and provides insights into the methods used to address these problems.

Integrating Semantic Kernel with an ephemeral in-memory SQL plugin, enabling secure and efficient analytical queries over structured data.