This article provides a step-by-step guide on fine-tuning the Llama 3.1 language model using Python and the Hugging Face Transformers library. It includes code examples, explanations, and best prac...

Learn to create a .NET console application using Visual Studio 2022 to query an Amazon Bedrock knowledge base. This guide demonstrates querying an Amazon S3 bucket for data, handling responses, and...

This content delves into how LLMs have transformed machine learning and natural language processing, comparing pre-LLM AI advancements with the new benchmarks set by these powerful models.

Learn to develop a .NET console app using the Converse API with guardrails to block inappropriate content in Visual Studio 2022. This tutorial covers setting up AWS IAM permissions, installing the ...

Learn how to create Amazon Bedrock guardrails using a .NET console app in Visual Studio 2022. Utilize AWS SDK for .NET to manage IAM permissions, AWS CLI setup, and .NET 8.0 SDK integration. Config...

Generate an image using Amazon Titan Image on Amazon Bedrock with a .NET console application. Explore seamless integration of cloud services, leveraging AWS's robust infrastructure for efficien...

Generative AI is a transformative technology enabling solutions without needing extensive knowledge in developing, training, or deploying models. Open-source tools like Ollama and community contrib...

Explore the power of Semantic Kernel, enabling integration of large language models like AzureOpenAI and OpenAI into your applications. Leverage streaming responses for real-time interaction, reduc...

In this article, we will explore the significance and applications of small language models, examine the pros and cons of SLMs, and discuss the Phi-3 family along with its key features

In today’s data-driven world, quickly generating and interpreting visual data representations is a game-changer. Azure OpenAI provides powerful tools to create custom AI assistants that make this p...

Explore GPT-4o's multimodal capabilities on Azure, combining text, vision, and audio for diverse outputs. Features include real-time responses, multilingual support, and safety measures. Potent...

This article delves into the challenges faced by LLM, the utilization of Retrieval Augmented Generation (RAG) patterns, the anatomy of RAG, various search types, and strategies for overcoming LLM o...

Explore AI Studio's architecture, including the AI Studio Hub and Project, built on Azure Machine Learning. AI Studio provides AI developers and data scientists with a seamless web portal, SDK,...

This article details the step-by-step process for creating an Azure AI Hub, setting up Azure AI projects, appropriate use of Azure AI Studio, and managing tasks within Azure AI Hub.

In this article, I'll delve into the Azure AI Studio platform and its functionalities. For those unfamiliar with Azure AI Studio, your all-in-one AI platform for building, evaluating, and deplo...

This article explores Prompt Shield, an advanced security solution created to protect AI systems from Direct and Indirect Prompt Injection Attacks. Utilizing cutting-edge detection and prevention m...

This article provides a guide to the Azure OpenAI Assistant API, covering its components, regional support, supported API versions, and available tools such as the Code Interpreter, function callin...

This article will help to detect "hallucinations" in LLM model outputs and understand the features of groundedness detection, usecases of groundedness detection, region and language suppo...

Protect your LLM from jailbreak detection by implementing robust security measures. Safeguard against vulnerabilities and employ anti-jailbreak techniques to ensure the integrity and confidentialit...

Chatbots are becoming essential tools for businesses, enhancing customer service and automating various tasks. Ready-made chatbot solutions often fail to meet specific business needs, making it cru...