PACT is a contract testing tool that allows you to define a contract between two applications, enabling
This article discusses the challenges and methodologies for creating a reliable groundtruth dataset for search evaluation. It highlights the use of TREC Pooling and GPT-4o assisted ranking to overcome the labor-intensive process of manual labeling, ensuring high-quality search evaluations even with limited data.
Azure Durable Functions streamline RAG indexing by combining push flexibility with pull reliability for scalable,
Infrastructure-as-Code (IaC) is a common DevOps practice that enterprises use to provision and deploy IT infrastructure. Enterprises applying IaC and continuous integration/continuous delivery (CI/CD) pipelines can maintain high availability and manage risk for their cloud environments at scale. However, multi-environment challenges, manual process...
This blog post discusses setting up a Pytest integration test framework for a system using Dapr and Testcontainers. This framework was initially setup for a customer to suit their needs and it has been extracted into a sample project to provide a starting point.
Exploring how to efficiently run a RAG pipeline with structured language models (SLMs) and guardrails on Windows, achieving inference under 5 seconds with ONNX Runtime GenAI.
In this blog post, we will explore how to integrate GX within the Microsoft Fabric environment and use it to validate data programmatically.
data science and software engineering teams can choose the best tools for their respective roles in delivering machine learning models to production.
This post discusses a strategy for creating a custom extensible configuration module in python projects.
Reusable templates, pipelines, and tools to streamline the setup of GenAI projects, saving time and effort, and ensuring consistency and reliability across projects.
