ISE Developer Blog
Solving global tech challenges, sharing insights, and empowering developers
Latest posts
Tuning and Optimization of Speech-to-Text (STT), Text-to-Speech (TTS), and Custom Keyword Recognition in Azure Speech Services
This blog outlines best practices for optimizing Speech-to-Text (STT), Text-to-Speech (TTS), and Custom Keyword Recognition in Azure Speech Services, helping developers build more accurate and responsive voice-enabled applications.
Integration Testing with Testcontainers
How to leverage Testcontainers for integration testing
Managing secrets on Azure KeyVault with a Tagging strategy to perform automations
Cloud and Infrastructure teams can manage secrets on Azure KeyVault with a Tagging strategy to perform automations.
Working with Git Submodules: Managing Dependencies Across Repositories
Working with Git Submodules and creating actions.
Leveraging Fabric Eventhouse to Store Great Expectations Validation Results
A step-by-step guide to storing data validation results into the Eventhouse & visualize data using queries and dashboard.
Taming Complexity: Intuitive Evaluation Framework for Agentic Chatbots in Business-Critical Environments
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 the nuanced, non-deterministic performance of modern LLM-based systems, proposing a solution that combines realistic chat simulation using an LLM-powered User Agent, automated ground truth generation at scale, and comprehensive metrics including function call precision, r...
Unlocking Vector Search with OneLake Indexer and OpenAI Integration in Microsoft Fabric
Exploring how Microsoft Fabric OneLake indexer integrates with OpenAI
Ground Truth Curation Process for AI Systems
Steps to Produce High Quality Ground Truth Pairs for AI Systems
Customizable and Extensible Evaluation of a GenAI Application
Suggestions on how to evaluate a generative AI application in an adaptable and extensible manner.