Pablo Salvador Lopezpabloaicorner.hashnode.dev·Dec 20, 2024Streamlining Prior Authorization with Generative AIBy Pablo Salvador Lopez & Shiva Pedram, M.D.December 19, 2024 🗐 This article is for educational purposes only. The scenarios (data) are fictional, and no real patient data is used. It aims to demonstrate AI's potential in healthcare. The Future of ...10 likes·214 readsAI That Matters🌟generative ai
Farzad Sunavalafarzzy.hashnode.dev·Dec 18, 2024Streamlining Insurance Claim Analysis with Semantic Kernel’s Multi-Agent Orchestration💡 DISLCAIMER: This post is intended for educational purposes only. I do not claim to be an Insurance or Underwriter professional or expert. The information shared is based on a personal project and experiences with Azure OpenAI and Semantic Kernel. ...230 readsRAG
Farzad Sunavalafarzzy.hashnode.dev·Dec 13, 2024Enhancing RAG with Maximum Marginal Relevance (MMR) in Azure AI Search💡 DISCLAIMER: The content below is intended for educational purposes. Actual performance and outcomes will depend on your dataset, indexing strategies, and the task you’re trying to solve with your RAG pipeline. Experimentation is strongly recommend...1 like·194 readsRAG
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·96 readsliteral ai
Farzad Sunavalafarzzy.hashnode.dev·Nov 23, 2024Unlocking Powerful Multimodal Retrieval with voyage-multimodal-3 Embeddings in Azure AI SearchVoyage AI recently announced a major breakthrough in multimodal embeddings with the release of voyage-multimodal-3. This state-of-the-art model captures both textual and visual features in a unified vector space, enabling seamless retrieval augmented...106 readsVoyageAI
Farzad Sunavalafarzzy.hashnode.dev·Nov 3, 2024Unlocking Multimodal RAG: A Guide to Using Cohere Embed with Azure AI SearchIn today's digital landscape, organizations are dealing with an ever-growing collection of both textual and visual data. The ability to effectively search across these different modalities has become crucial for building modern enterprise application...1 like·271 readscohere
Farzad Sunavalafarzzy.hashnode.dev·Oct 22, 2024Step-By-Step Guide to Measuring Relevance in Azure AI SearchMeasuring relevance is a crucial part of any retrieval system, whether you're building an eCommerce platform, an enterprise search application, or a Retrieval-Augmented Generation (RAG) solution. Accurately assessing and optimizing search results is ...234 readssearch relevance
Amit Kumarenlightenwithamit.hashnode.dev·Oct 18, 2024What is Sitecore Stream?Sitecore introduced its latest innovation in digital experience platforms (DXP) - Sitecore Stream at the Sitecore Symposium 2024 in Nashville. This cutting-edge AI-driven marketing platform is set to transform how enterprise marketing teams boost pro...324 readsSitecore
Farzad Sunavalafarzzy.hashnode.dev·Oct 18, 2024Automate Customer Support with Multi-Agents using OpenAI Swarm, Azure AI Search, and Azure OpenAIIntroduction Automating customer support can be a game changer for businesses, saving time, reducing costs, and improving customer satisfaction. Leveraging AI technologies like OpenAI Swarm, Azure AI Search, and Azure OpenAI, you can build a customer...1.1K readsAzure OpenAI
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...3 likes·1.2K readsAzure Ai Search