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- Image, Text, Video and Audio Search Using Azure Cognitive Search . . .
The goal of this is to enable search over Text, Images, Videos and Audio using Azure Cognitive Search The technique was inspired by the following research article, which converts vectors (embeddings) to text which allows the Cognitive Search service to leverage the inverted index to quickly find the most relevant items For this reason, any model that will convert an object to a vector can be
- How to Configure Cognitive Search Index Vector Fields
@Jacob Thomas Based on the index definition you provided, it looks like you have already defined the "titleVector" and "contentVector" fields as Collection(Edm Single) type, which is correct However, I noticed that you have set the "vectorSearchProfile" property of these fields to "vector-config" Have you defined the "vector-config" vector search profile in your index?
- Azure Cognitive Search: Outperforming vector search with hybrid . . .
Azure Cognitive Search: Outperforming vector search with hybrid retrieval and ranking capabilities - Microsoft Community Hub Percentage of queries where high-quality chunks are found in the top 1 to 5 results, compared across search configurations All retrieval modes used the same set of customer query document benchmark
- Introduction to Azure AI Search - Azure AI Search | Microsoft Learn
Azure AI Search (formerly known as "Azure Cognitive Search") is an enterprise-ready information retrieval system for your heterogeneous content that you ingest into a search index, and surface to users through queries and apps It comes with a comprehensive set of advanced search technologies, built for high-performance applications at any scale
- azure-ai-docs articles search vector-search-overview. md at main . . .
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- Azure AI Search documentation | Microsoft Learn
Azure AI Search documentation Information retrieval at scale for agentic retrieval, with vector and text content in traditional or generative search scenarios
- Azure Cognitive Search AMA: Vector search, Azure OpenAI Service . . .
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
- Exploring the Potential of Vector Search in Azure Cognitive Search . . .
In this blog post, I will guide you through using the vector search feature in Azure Cognitive Search to perform similarity and hybrid searches By leveraging LangChain, you can unlock powerful…
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