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.
This article compares Azure Functions with pre-built indexers for data ingestion in Azure AI Search, with a focus on using Azure Functions for a flexible, scalable approach. It explores key steps like data migration, index creation, and deployment automation.
In this article, we delve into techniques for extracting valuable insights from customer feedback using Large Language Models (LLMs). By identifying themes, sentiment, and competitor comparisons from feedback, businesses can gain a competitive edge.
In this blog post, we'll explore the challenges we faced in establishing LLMOps and continuous evaluation within a pipeline using Azure Machine Learning, particularly when dealing with long runs and a restricted Bring-Your-Own (BYO) network.
A practical guide for developers on connecting to Azure resources with private endpoints through a VPN.
This post focuses on three ways to simplify CI/CD pipelines deploying to Azure with GitHub Actions.
This blog shares insights on developing a GenAI gateway with multi-tenancy and quota management capabilities implemented using Azure APIM where customers can access the GenAI resources across different service tiers like Freemium, Basic, and Premium with each tier having it's own quota and rate limits. The solution used the concept of "Products" to...
This blog post delves into the experimentation journey of fine-tuning a multimodal RAG pipeline to best answer user queries that require both textual and image context. We ran our experiments by systematically testing various approaches, adjusting one configuration setting at a time and using clearly defined evaluation metrics to validate the perfo...
