Latest
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Designing Sequential Multi-Agent Pipelines with Microsoft Foundry
Multi-agent systems are increasingly built as structured workflows rather than single autonomous agents. This article explores a sequential multi-agent pipeline built with Microsoft Foundry, where specialized agents collaborate to validate marketing content using Azure AI Search, MCP tools, and CI/CD deployment patterns designed for production-ready AI systems. Read more
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Optimizing AI Agents for Scale: Triage, Throttle Control, and Model Right-Sizing
FleetMind, an autonomous trucking platform, utilizes Microsoft Foundry to manage telemetry from fleets. At scale, invoking LLM reasoning for every event turned routine signals into… Read more
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From Chatbots to Autonomous Agents: Building an Always-On Risk Platform
The article discusses the evolution of generative AI towards fully autonomous systems capable of continuous decision-making without human prompts. It highlights an autonomous risk platform… Read more
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Deploying MCP Servers with Azure Container Apps
In this article, we explore how to deploy and run multiple Model Context Protocol (MCP) servers using Azure Container Apps. We’ll demonstrate how to enable… Read more
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The Perfect AI Team: Azure Cosmos DB and Azure App Service
AI advancements are impressive, and their true impact emerges when seamlessly integrated into business processes. Azure Cosmos DB and Azure App Service create the perfect… Read more
Curated Materials
Issue 1 – June 2024
This guide provides essential tips and best practices for managing and optimizing partitioning in Azure Cosmos DB.
Guided Journey – July 2024
Azure Machine Learning
This guide provides a comprehensive walkthrough for using Azure Machine
Learning to build a classification model based on risk data pulled from Azure.
Archives
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Complex Data Relationships with Neo4j
Neo4j to be an ideal solution for healthcare data analysis. Cypher queries simplified and expedited data retrieval, showcasing impressive analytical possibilities. Read more
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Starting with R Markdown flexdashboard
Using R Markdown and Flex Dashboard to display U.S. Economic Indicators. Read more
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Implementing an Analytical Layer
Implementation of analytical layer with mongodb and R to optimize department resources. Read more
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RMarkdown flexdashboard – Test Drive
The other week I started working with flexdashboard to see if I could create some interactive R Shiny Dashboards. If you have worked with RMarkdown and Shiny before then flexdashboard is fun and easy, if not, then some additional explanations and references may be required to ensure you are having as much fun as I… Read more
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Forecasting and Python Part 1 – Moving Averages
The content introduces a series on forecasting with Python, starting with moving averages and aiming to end with ARIMA models. It covers code, forecasting errors, and comparing methods. It highlights the challenges and improvements in using moving averages for forecasting. Read more
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Processing Big Data Files With R
Using R to sequentially group and sample a big data file for processing Read more
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Using R and Google Places API to Geocode Locations
Using Google Places Web API to Geocode when address is not known. Read more
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Python-Custom Distance Radius with Basemap
In a Python project, coverage gaps in emergency transportation were visualized using circles with radius indicating miles. The Haversine Formula was used for rendering. Read more
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R – xTable Custom Column Header Rotation
Using LaTeX to format xtable column headers displaying R data.table results. Read more
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R – Using DoParallel to Significantly Speedup Database Retrieval
How R doParallel enabled performance gains on project with data latency issues Read more
Stochastic Coder 