Showing results for Azure OpenAI - Azure SQL Devs’ Corner

Aug 26, 2024
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Retrieval Augmented Generation with Azure SQL

Davide Mauri Davide Mauri

Retrieval Augmented Generation, or RAG, is one of the hottest topics at the moment as it opens up the possibility of interacting with data using natural language, which is a long-time dream finally coming true. It is very likely that a lot of your data is already stored or will be stored in Azure SQL, so a common request is to have an ...

Azure SQLOpenAIAI
Jun 4, 2024
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Unleashing the Potential of Generative AI in Azure SQL Database

Sanjay Mishra Sanjay Mishra

Generative AI is not just a technological advancement; it's a paradigm shift that is redefining the landscape of customer interaction. Azure SQL Database stands at the forefront of this revolution, offering unparalleled opportunities to harness the power of "your data" in crafting state-of-the-art applications. As we stand at the cusp of an AI ...

Azure SQLOpenAIAI
May 21, 2024
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Announcing EAP for Vector Support in Azure SQL Database

Pooja Kamath Davide Mauri
Pooja,
Davide

We are super excited to announce the Early Adopter Preview of Native Vector Support in Azure SQL Database and are currently accepting requests from customers who wish to participate. SQL beyond RDBMS Vector databases have gained a lot of prominence lately. These specialized repositories handle vector data, crucial for applications like ...

Azure SQLRESTOpenAI
Apr 18, 2024
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Vector Search Optimization via KMeans, Voronoi Cells and Inverted File Index (aka “Cell-Probing”)

Davide Mauri Davide Mauri

In a previous article I already mentioned how vectors can be easily stored in Azure SQL already and how to calculate dot product and cosine distance using just T-SQL. In this article I will show how to improve the performance in vector search by using a technique that has many name but is really based on something very well know already: KMeans ...

AIAzure SQLPython
Feb 12, 2024
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Using AI for Content Moderation with Azure SQL Database

Brian Spendolini Brian Spendolini

In my previous posts, I have covered using Azure OpenAI services with Azure SQL Database via REST endpoints. This post with further explore that pathway by creating stored procedures you can use to encapsulate the REST calls and combine them with custom business logic for AI content moderation with Azure SQL Database. A Quick Introduction The ...

Azure SQLRESTOpenAI

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