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Scalable RAG with Azure Cosmos DB and DiskANN | Studio15

Microsoft Developer
588K subscribers
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971 views 10 months ago #MSBuild
Azure Cosmos DB extends its presence as a world-class scalable database to new AI scenarios with the introduction of vector search capabilities! Cosmos DB now includes DiskANN, a set of state-of-the-art algorithms developed at Microsoft Research for indexing vectors for fast and efficient search at a scale. We’ll talk a bit about Cosmos DB and DiskANN, before delving into a quick coding example of vector search using Azure Cosmos DB’s Python SDK in a Jupyter Notebook. 𝗦𝗽𝗲𝗮𝗸𝗲𝗿𝘀:
  • James Codella
𝗦𝗲𝘀𝘀𝗶𝗼𝗻 𝗜𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻: This video is one of many sessions delivered for the Microsoft Build 2024 event. View the full session schedule and learn more about Microsoft Build at https://build.microsoft.com Studio15 | English (US) | Other #MSBuild ...more
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Scalable RAG with Azure Cosmos DB and DiskANN | Studio15
25Likes
971Views
May 302024
Azure Cosmos DB extends its presence as a world-class scalable database to new AI scenarios with the introduction of vector search capabilities! Cosmos DB now includes DiskANN, a set of state-of-the-art algorithms developed at Microsoft Research for indexing vectors for fast and efficient search at a scale. We’ll talk a bit about Cosmos DB and DiskANN, before delving into a quick coding example of vector search using Azure Cosmos DB’s Python SDK in a Jupyter Notebook. 𝗦𝗽𝗲𝗮𝗸𝗲𝗿𝘀:
  • James Codella
𝗦𝗲𝘀𝘀𝗶𝗼𝗻 𝗜𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻: This video is one of many sessions delivered for the Microsoft Build 2024 event. View the full session schedule and learn more about Microsoft Build at https://build.microsoft.com Studio15 | English (US) | Other #MSBuild

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Microsoft Developer

588K subscribers