Recent Blog ArticlesNewest TopicsMost LikesTagged:TagTracing the Conversation: Open Telemetry and AI Toolkit for GenAI Performance Insights In standard web development, a 'success' is a 200 OK status. In Generative AI, a 200 OK can still contain a hallucination, a refusal to answer, or a gibberish output. Transparency is not a luxury in ...Beyond the Black Box: See Inside AI's Performance with AI Toolkit Technology is evolving at an incredible pace, and now the world is in the midst of another revolution: Generative AI. This isn't just for tech experts anymore; it's a field that has truly democratize...Unlock the Full Potential of LLMs with POML: The Markup Language for Prompts Most of the times, it is observed that prompts/system message for large language models (LLMs) can become unstructured and difficult to manage, especially when it is lengthy containing few shot examp...Building AI Agents with Ease: Function Calling in VS Code AI Toolkit Function calling is a powerful technique that allows Large Language Models (LLMs) to go beyond their static training data and interact with real-world, dynamic information sources like databases and ...Unlocking AI Potential: Exploring the Model Context Protocol with AI Toolkit In the ever-evolving world of Generative AI, the pace of innovation is nothing short of breathtaking. Just a few short months ago, Large Language Models (LLMs) and their smaller counterparts, Small L...AI Sparks: Unleashing Agents with the AI Toolkit The final episode of our "AI Sparks" series delved deep into the exciting world of AI Agents and their practical implementation. We also covered a fair part of MCP with Microsoft AI Toolkit extension...Prompt Engineering Simplified: AI Toolkit's Prompt Builder In the age of generative AI, crafting effective prompts is no longer a nice-to-have, it's a must-have. Understanding how to communicate with these underlying models is the key to unlocking their tru...Igniting AI Innovation: The VS Code Toolkit -First of AI Sparks Episode Our first session covered a range of topics, from model hosting and performance optimization to different execution options using Microsoft AI Toolkit extension for VSCode. Attendees learned how to ...Recipe Generator Application with Phi-3 Vision on AI Toolkit Locally In today's data-driven world, images have become a ubiquitous source of information. From social media feeds to medical imaging, we encounter and generate images constantly. Extracting meaningful ins...Visual Studio AI Toolkit : Building Phi-3 GenAI Applications Port Forwarding, a valuable feature within the AI Toolkit, serves as a crucial gateway for seamless communication with the GenAI model. Whether it's through a straightforward API call or leveraging t...
