Farzad Sunavalafarzzy.hashnode.dev·Dec 10, 2024Building and Evaluating a Retrieval Augmented Generation (RAG) Pipeline with LlamaIndex, Azure AI Search, Azure OpenAI, Literal AI, and RAGAS💡 DISCLAIMER: This post is intended for educational purposes only. Actual results may vary depending on your dataset, environment, and configurations. Retrieval Augmented Generation (RAG) solutions combine Large Language Models (LLMs) with externa...2 likes·91 readsliteral ai
TJ Gokkentjgokken.com·Sep 16, 2024Vector Image Search with Azure AIOne of the most exciting applications of machine learning is enabling visual searches. Imagine being able to upload a picture to your e-commerce app and instantly finding similar products, or using image search to quickly locate photos with similar c...55 readsPre-trained models
Pablo Salvador Lopezpabloaicorner.hashnode.dev·Aug 24, 2024Building an Effective Enterprise LLM/SLM Evaluation Framework: Key Strategies and ToolsStruggling to figure out how to evaluate and benchmark your GenAI apps? This article gives you an easy-to-follow guide for bulk evaluation and benchmarking of your GenAI applications. It talks about why a continuous evaluation framework is important,...420 readsGenAI in Production 🧠promptflow
Nile Bitsnilebits.hashnode.dev·Aug 5, 2024Azure AI and Code-First Development: Crafting Your Custom CopilotIt is now essential to have intelligent, effective, and personalized coding assistance in the fast-paced field of software development. Azure AI leverages artificial intelligence and machine learning to provide a powerful platform for developing thes...202 readscopilot
Umesh Panditumeshpandit.hashnode.dev·Jun 28, 2024Streamlining Your Workflow with Azure Computer VisionEvery business wants to be as efficient as possible in today’s competitive world. Whether you’re in retail, healthcare, or any field that needs visual data interpretation – Azure Computer Vision will help you. Imagine being able to look at an image ...Azure Computer Vision
Umesh Panditumeshpandit.hashnode.dev·Jun 13, 2024Leveraging Azure AI for Advanced Retrieval Augmented Generation (RAG)I had to work on a task where data retrieval and search needed enhancement, and Azure AI came to my rescue to make the job simple and effective. Azure AI’s Retrieval Augmented Generation (RAG) significantly improves the accuracy and relevance of sear...58 readsazure AI
Siddhesh PrabhugaonkarforAzure Authorityazureauthority.in·Apr 1, 2024How Azure Cloud is preparing for an AI-first FutureIn the early years of AI, Google and Microsoft led the way in research and product development. They were far ahead of their competitors with early AI products like classification APIs and vision APIs. However, the emergence of Large Language Models ...Azure
Siddhesh PrabhugaonkarforCloud Authoritycloud-authority.com·Mar 30, 2024New tools in Azure AI for generative AI applicationsIntroduction In the rapidly evolving landscape of generative AI, business leaders face the challenge of balancing innovation with risk management. Prompt injection attacks have emerged as significant threats, where malicious actors manipulate AI syst...10 likesazure AI
Siddhesh PrabhugaonkarforAzure Authorityazureauthority.in·Mar 30, 2024New tools in Azure AI for generative AI applicationsIntroduction In the rapidly evolving landscape of generative AI, business leaders face the challenge of balancing innovation with risk management. Prompt injection attacks have emerged as significant threats, where malicious actors manipulate AI syst...Azure
Jayakumar Sakthivelcloudwithjk.hashnode.dev·Feb 17, 2024Unleashing the Power of AI: Exploring AI Plugins in Kong API Gateway - Part 2Introduction The rapid development of Large Language Models (LLMs) has opened doors to exciting possibilities, but integrating them into existing workflows can be challenging. Kong's API Gateway takes center stage with its innovative AI Gateway, offe...50 readskong
