Showing category results for CSE

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.

Evaluates various repository structures and designs for maximizing the efficiency of Data Scientists and Software Engineers developing, promoting and deploying AI models on the same project.

Create an agent using Copilot Studio to update the content of a Dataverse table.

This post explains the challenge of fleet configuration management, the role of an automated fleet configuration management system, and describes key considerations for building such a system.