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Similarity Search Application utilizing Vector types on vCore-based Azure Cosmos DB for MongoDB

Microsoft Developer
589K subscribers
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550 views 1 year ago #mongodb #azurecosmosdb #azurecosmosdbconf
Avijit Gupta - Microsoft Developing a Similarity Search Application utilizing Vector types on vCore-based Azure Cosmos DB for MongoDB Session details Similarity Search Application leveraging vector data types on vCore-based Azure Cosmos DB for MongoDB . This application will offer two key functionalities: Text to Image search and Image to Image search. In the Text to Image search feature, users can input textual queries, and the application will utilize vector data types to find semantically similar images stored in the Azure Blob. Similarly, the Image to Image search feature allows users to upload an image, and the application will employ vector data types to search through blob container. Session Deck: https://azurecosmosdb.github.io/azure... Bio My name is Avijit Gupta & I bring 13 years of database expertise spanning across architecture, development, and BI. Currently a Program Manager at Microsoft with focus on utilizing vectors for inte …...more
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Similarity Search Application utilizing Vector types on vCore-based Azure Cosmos DB for MongoDB
5Likes
550Views
2024Apr 16
Avijit Gupta - Microsoft Developing a Similarity Search Application utilizing Vector types on vCore-based Azure Cosmos DB for MongoDB Session details Similarity Search Application leveraging vector data types on vCore-based Azure Cosmos DB for MongoDB . This application will offer two key functionalities: Text to Image search and Image to Image search. In the Text to Image search feature, users can input textual queries, and the application will utilize vector data types to find semantically similar images stored in the Azure Blob. Similarly, the Image to Image search feature allows users to upload an image, and the application will employ vector data types to search through blob container. Session Deck: https://azurecosmosdb.github.io/azure... Bio My name is Avijit Gupta & I bring 13 years of database expertise spanning across architecture, development, and BI. Currently a Program Manager at Microsoft with focus on utilizing vectors for intelligent data analysis. #azurecosmosdb #azurecosmosdbconf #mongodb Links: See all the videos from Azure Cosmos DB Conf 2024: https://aka.ms/AzureCosmosDBConf/videos Try Azure Cosmos DB Free: https://aka.ms/trycosmosdb Microsoft Developers AI Learning Hackathon: https://aka.ms/azurecosmosdbhackathon Try Azure Cosmos DB free with Azure AI Advantage: https://aka.ms/AzureAIAdvantage Subscribe to Azure Cosmos DB on YouTube:    / azurecosmosdb   Follow Azure Cosmos DB on X:   / azurecosmosdb   Follow Azure Cosmos DB on LinkedIn:   / azure-cosmos-db   Watch Azure Cosmos DB Conf 2024 for an unparalleled learning experience, featuring a carefully curated lineup of 20+ sessions, including exclusive on-demand presentations and a dynamic three-hour live show. Our sessions, delivered by Azure Cosmos DB product managers, Microsoft experts, and esteemed community leaders, are tailored for today's tech professionals in concise 15-minute formats.

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Microsoft Developer

589K subscribers