azure ai search
135 TopicsAzure AI Search: Outperforming vector search with hybrid retrieval and reranking
How do you find the best content to feed your generative AI models? In this blog post, we show you how to use Azure AI Search's hybrid retrieval and semantic ranking features to improve relevance for retrieval-augmented generation scenarios.203KViews35likes6CommentsIntroducing Azure AI Agent Service
Introducing Azure AI Agent Service at Microsoft Ignite 2024 Discover how Azure AI Agent Service is revolutionizing the development and deployment of AI agents. This service empowers developers to build, deploy, and scale high-quality AI agents tailored to business needs within hours. With features like rapid development, extensive data connections, flexible model selection, and enterprise-grade security, Azure AI Agent Service sets a new standard in AI automation84KViews10likes8CommentsAzure Cognitive Search AMA: Vector search, Azure OpenAI Service, generative apps, plugins & more
In this session we’ll answer questions about the emerging Retrieval-Augmented Generation pattern and how you can use Azure OpenAI service and Azure Cognitive Search to implement it today in your applications to power ChatGPT-like experiences, generative scenarios, and more. Bring your questions about vector search in Azure Cognitive Search, which is coming to public preview soon, as well as about implementation details, data preparation, integration with large language models, and anything else related to Azure Cognitive Search. An AMA is a live text-based online event similar to an “Ask Me Anything” on Reddit. This AMA gives you the opportunity to connect with Microsoft product experts who will be on hand to answer your questions and listen to feedback. Feel free to post your questions anytime in the comments below beforehand, if it fits your schedule or time zone better, though questions will not be answered until the live hour.55KViews8likes116CommentsVoiceRAG: An App Pattern for RAG + Voice Using Azure AI Search and the GPT-4o Realtime API for Audio
In this blog post we present a simple architecture for voice-based generative AI applications that implements the RAG pattern by combining the new gpt-4o-realtime-preview model with Azure AI Search.51KViews10likes15Comments