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Understanding Multi-Agent Workflow Automation  At its core, a multi-agent architecture is like a team of specialized experts working together on complex tasks. Instead of having a single AI agent trying to handle everything, multiple AI agents—each with specific roles and capabilities—collaborate to achieve common goals. Think of it as the differe...

Introduction Following up on the exciting announcement about Anthropic's state-of-the-art models becoming available to Azure Databricks customers, this post provides a detailed, step-by-step guide on how you can start using Claude 3.7 Sonnet model directly within your Azure Databricks environment using Model Serving. We'll walk through deployin...

Deployment: Let's do it! All operations are performed in the VM Prerequisites everything is on-premises and free (except VM) The only thing you need is: Everything else is based on existing stuff, or based on open source software, no extra cost, for example: ...

Architecture: How it works! The Copilot Usage Advanced Dashboard offers a comprehensive suite of features designed to revolutionize how organizations track and analyze their Copilot usage. At its core, the solution leverages Elasticsearch for persistent data storage, breaking free from the traditional 28-day limitation and enabli...

Ever wondered what happens behind the scenes when you chat with GitHub Copilot in VS Code? Let's pull back the curtain and explore how this AI coding assistant processes your prompts, from local workspace scanning to interacting with OpenAI's language models.  This article explains how GitHub Copilot extension processes user prompts—includin...

The inspiration for this project came from my desire to leverage AI to create a tangible product that you can hold, touch, and share.  Cardmaker showcases the capabilities of modern AI as a tool to help its user craft a custom card deck.  But that's not all.  It also provides a unique and tangible product that can be used for educational purposes, ...

This guide demonstrates how to seamlessly set up user access in GitHub Enterprise using Security Assertion Markup Language (SAML) authentication. The process connects a user's GitHub account with your organization's identity provider (such as Microsoft Entra ID or Okta), enabling secure and streamlined access management.     The diagram above...

Hello developers! Continuing our series on GitHub Copilot tips, here's another valuable insight to enhance your coding experience: In today's fast-paced development environment, migrating legacy applications to modern frameworks is a common practice. One such migration is converting Enterprise JavaBeans (EJB) applications to Spring Boot. ...

Imagine an AI-powered world where assistance goes beyond tasks -- where intelligent agents debate, learn and collaborate with the wisdom of history's greatest minds. What if Socrates, Plato, and Aristotle could step into the digital age, engaging in vibrant discussions and offering their timeless perspectives. In this article, I'll delve into how A...

In an era where communication is more crucial than ever, real-time speech has evolved from a futuristic concept into an essential tool across many industries. With gpt-4o leading the way, organizations and developers are now leveraging AI to create interactive and seamless speech experiences. From customer support to retail, the impact of real-time...