Farzad Sunavalafarzzy.hashnode.dev·Jul 9, 2024Step-by-Step Guide to Evaluating RAG with Azure AI Search, Azure OpenAI, LlamaIndex, and Tonic AIIn this blog, we will explore how to use Azure AI Search in conjunction with Azure OpenAI, LlamaIndex, and Tonic AI Validate to build a robust Retrieval-Augmented Generation (RAG) evaluation system. This tutorial is inspired by the blog "RAG Evaluati...Discuss·10 likes·472 readstonic-ai
Farzad Sunavalafarzzy.hashnode.dev·Jun 23, 2024Enhancing Search Relevance with Document Boosting in Azure AI SearchAzure AI Search is a powerful tool for information retrieval, particularly in the context of Retrieval-Augmented Generation (RAG) and Generative AI models. Scoring profiles and document boosting are critical features that enhance the relevance of sea...Discuss·402 readsAzure Ai Search
Farzad Sunavalafarzzy.hashnode.dev·Jun 19, 2024Evaluating Azure AI Search with LlamaIndex and TruLensIn this blog, we will explore how to use Azure AI Search in conjunction with Azure OpenAI, LlamaIndex, and TruLens to build a robust Retrieval-Augmented Generation (RAG) evaluation system. This tutorial is inspired by Dr. Andrew Ng's DeepLearning.AI ...Discuss·21 likes·415 readsAzure
Taehyeong Leejsonobject.hashnode.dev·Jun 3, 2024FeaturedBuilding a Custom Chatbot with Azure OpenAI, Azure AI Search, and LangChain4jOverview Developing custom chatbots using LLM and RAG is currently one of the hottest topics globally. This article outlines how to set up the securely isolated GPT-4o model on Azure infrastructure, integrate it with the securely isolated Azure AI S...Discuss·20 likes·996 readsllm
Farzad Sunavalafarzzy.hashnode.dev·Jun 2, 2024Azure AI Search: Integrating Vectorization and OpenAI Embeddings for CSV FilesIntroduction In this tutorial, we'll explore how to use Azure AI Search's integrated vectorization feature to perform advanced searches over a CSV file. By the end of this guide, you'll be able to automate data orchestration from data ingestion to ad...Discuss·20 likes·596 readsAzure
Farzad Sunavalafarzzy.hashnode.dev·Apr 26, 2024FeaturedA Closer Look at Azure AI Search's Scalar Quantization and 'Stored' Property EnhancementsAzure AI Search has recently launched new storage limits, enhancing its capabilities with two innovative features aimed at optimizing price-performance: Scalar Quantization and a new "stored" property for vector fields. This blog post delves into the...Discuss·41 likes·788 readsAzure
Farzad Sunavalafarzzy.hashnode.dev·Feb 24, 2024Leveraging OpenAI's New Text-Embedding-3 Large Model in Azure AI SearchIntroduction When integrated with OpenAI's latest text-embedding-3-large model, Azure AI Search offers remarkable embedding generation and storage optimization capabilities. This article demonstrates how to employ Azure OpenAI Service for generating ...Discuss·21 likes·2.1K readsAzure
Farzam Mohammaditriedandtestedbuilds.com·Dec 23, 2023Elevate Your App's Search Game: A Beginner's Guide to Supercharging Search Capabilities with Azure AI SearchIntroduction to Azure AI Search Azure AI Search, formerly Azure Cognitive Search, is your versatile toolkit for data management. It's an AI-driven platform that optimizes data accessibility while easing database load. My first encounter with Azure AI...Discuss·1 like·176 readsAzure Basics: Mastering Azure Resources – From Creation to UseAzure Ai Search
