Farzad Sunavalafarzzy.hashnode.dev·a day agoBuilding a Healthcare AI Agent: Integrating Medical Guidelines for Real-World SolutionsIntroduction Artificial intelligence (AI) is rapidly transforming industries by enhancing decision-making and operational efficiencies. In healthcare, AI has the potential to revolutionize patient care by offering tailored recommendations that help c...Discuss·1 like·130 readsLlamaParse
Farzad Sunavalafarzzy.hashnode.dev·Aug 29, 2024Building a Retrieval-Augmented Generation (RAG) Pipeline with NVIDIA NIM, Azure AI Search, and LlamaIndexWant to win over $9000 in cash prizes? Maybe even a NVIDIA® GeForce RTX™ 4080 SUPER GPU? This blog is for you! NVIDIA and LlamaIndex have partnered together to launch an exciting LlamaIndex Developer Contest. While I won't be participating, I will h...Discuss·2 likes·941 readsAzure Ai Search
Farzad Sunavalafarzzy.hashnode.dev·Aug 22, 2024FeaturedBuilding a Legal AI Agent using Azure AI Search, Azure OpenAI, LlamaIndex, and CrewAIIntroduction In the rapidly evolving legal industry, the use of AI tools has opened new avenues for improving efficiency and accuracy in handling complex legal tasks. In this blog post, we will explore how to build a sophisticated Legal AI Agent that...Shanmukha and 8 others are discussing this9 people are discussing thisDiscuss·50 likes·2.2K readsCrewAI
Pablo Salvador Lopezpabloaicorner.hashnode.dev·Aug 15, 2024Modernize Your Document Management with Azure AI and Generative AI: Advance OCR, Intelligent Tagging, and NERIs your company still manually processing millions of documents, classifying them by hand, or using outdated, inaccurate scripts to extract important information? Or perhaps you are deep into your GenAI efforts and have built advanced knowledge bases...Discuss·1 like·306 readsAI That Matters🌟Azure AI document Intelligence
Farzad Sunavalafarzzy.hashnode.dev·Aug 9, 2024Exploring LlamaIndex Workflows: A Step-by-Step Guide to Building a RAG System with Azure AI Search and Azure OpenAILlamaIndex has introduced a new way to orchestrate complex AI applications through workflows, an event-driven framework that simplifies the creation of tasks like retrieval-augmented generation (RAG) systems. This blog will walk you through the basic...Discuss·5 likes·695 readsAzure Ai Search
Farzad Sunavalafarzzy.hashnode.dev·Jul 31, 2024FeaturedRAG Observability and Evaluation with Azure AI Search, Azure OpenAI, LlamaIndex, and Arize PhoenixIf you've been following my recent blogs, I'm putting together a series on how to use different evaluation and observability tools with Azure AI Search to dive into your Generative AI applications. In this blog, I will show you how to set up the Ariz...Discuss·22 likes·1.0K readsAzure OpenAI
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·540 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·577 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·635 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·22 likes·1.4K readsllm
