{"repo":"Azure/azure-search-vector-samples","free":true,"listed":false,"github":"https://github.com/Azure/azure-search-vector-samples","clone":"git clone https://github.com/Azure/azure-search-vector-samples.git","description":"A repository of code samples for Vector search capabilities in Azure AI Search.","language":"Jupyter Notebook","stars":911,"topics":["azure","azurecognitivesearch","embeddings","vector","vector-search"],"license":"MIT","category":"api-integrations-sdks","readme_excerpt":"Vector samples - Azure AI Search This repository provides Python, C#, REST, and JavaScript code samples for vector support in Azure AI Search. There are breaking changes from REST API version 2023-07-01-Preview to newer API versions. These breaking changes also apply to the Azure SDK beta packages targeting that REST API version. See Upgrade REST APIs for migration guidance. Preview features are available under Supplemental Terms of Use. demo-python samples Sample Description ------ ------------ demo-python readme A growing collection of notebooks that demonstrate aspects of vector search support, including data chunking and embedding of both text and image content and queries, using a variety of frameworks and techniques. demo-dotnet samples Sample Description ------ ------------ DotNetVectorDemo A .NET console app that calls Azure OpenAI to vectorize data. It then calls Azure AI Search to create, load, and query vector data. DotNetIntegratedVectorizationDemo A .NET console app that calls Azure AI Search to create an index, indexer, data source, and skillset. An Azure Storage account provides the data. Azure OpenAI is called by the skillset during indexing, and again during query execution to vectorize text queries. QuantizationAndStorageOptions A .NET console app that demonstrates narrow data types and built-in scalar quantization, reducing vector index size in memory and on disk. It also disables storage of vectors returned in query response, which you don't need if you're","default_branch":null,"files":null,"tree":[],"storefront":"/r/Azure","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Azure/azure-search-vector-samples/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}