Recent Blog ArticlesMost RecentMost LikesDemo: Enriching Data in Azure AI Search Indexing Pipeline Using Azure AI LLMs/SLMs for RAG Apps Enhance your RAG applications with enriched data context using Azure AI's LLMs/SLMs. This demo shows how to integrate custom skills in the Azure AI Search indexing pipeline, adapting prompts to impro...Prep your Data for RAG with Azure AI Search: Content Layout, Markdown Parsing & Improved Security Introduction We’re excited to announce new preview features in Azure AI Search, specifically designed to enhance data preparation, enrichment, and indexing processes for Retrieval-Augmented Generat...Re: Azure AI Search integration with Fabric OneLake, now in preview willhawkins2295apologies for the late reply but we don't monitor these blogs for urgent requests. I hope that you were able to solve this. For future references, please raise any Q&A questions in th...Improving RAG performance with Azure AI Search and Azure AI prompt flow in Azure AI Studio Explore how Azure AI Studio leverages Retrieval Augmented Generation (RAG) to enhance the accuracy and context of large language model responses. This article discusses the challenges in evaluating R...Re: Azure AI Search integration with Fabric OneLake, now in preview HiPeterTHLee,based on the error, it looks like you're missing one of the pre-requisites to assign the managed identity permissions first: Follow the guidelines inOneLake files indexer documen...Integrated vectorization with Azure OpenAI for Azure AI Search now generally available Announcing general availability of integrated vectorization with Azure OpenAI embeddings in Azure AI Search. Streamline your retrieval-augmented generation (RAG) workflows and index creation with...Azure AI Search now supports AI Vision multimodal and AI Studio embedding models Get a first look at how Azure AI Search's integrated vectorization now supports multimodal search and new embedding models from Azure OpenAI and Azure AI Studio Model Catalog. Azure AI Search integration with Fabric OneLake, now in preview Discover Azure AI Search's newest connector, the OneLake files indexer. Re: Announcing the Public Preview of Integrated Vectorization in Azure AI Search Maverick08This feature is not yet supported in debug sessions. It will though. Try to create a test from the "Import and vectorize data" from the portal and refer to the index projections that you'r...Re: Introducing the “Chat with your data” solution accelerator – now available on GitHub A post prompt is text added at the end of every query sent to the LLM. This prompt serves as a clear instruction and helps reinforce the desired behavior for the model to help model not deviating fro...