12/30/2023 0 Comments Amazon workspaces iphone![]() So, right away, Snowflake Container Services brings the power of LLMs to the data to make enterprises smarter about their data and enhance user productivity in secure and scalable ways. The consumers don’t need to share their data with anyone outside of their Snowflake account the providers can distribute their container and Snowflake will allow consumers to work with its API endpoints but will not expose any confidential internals of the code, or its data. However, Snowflake Container Services provides a means for providers to package up their container, place it on the Snowflake app marketplace, and for consumers to spin it up in their Snowflake compute environment, with protections on both sides. Sharing a container typically would expose these things to others. For these providers, the model is their confidential intellectual property, along with its weights and parameters. Firstly, containerisation provides a path for large language model providers who wish to make their models available to others to use. That's exciting news in itself, but there is more to the story. That is, you bring the compute to the data and your sensitive enterprise information never leaves the Snowflake cloud, and this greatly simplifies your data governance compliance. Still, if you’re using Snowflake data then there’s a huge ramification, namely, the containerised compute means all your data, and all your security and governance around it, remains completely within the Snowflake account boundaries. Whether using Snowflake as a general-purpose web app host is cost-effective or not is up to you. Your apps don't even need to use Snowflake they could be any container running any code. Many of your Docker containers will work out of the box right away. The news from Snowflake is that Snowpark now supports containerisation, via the all-new Snowpark Container Services, running OCI-compliant containers on Snowflake compute. This focus shaped the company’s approach to Snowpark, the developer framework that brings native SQL, Python, Java, and Scala support for fast and collaborative development. ![]() Well, Grabs says, from inception, Snowflake has had a clear focus on security and governance of data by bringing compute to the data as opposed to creating new copies and additional silos. ![]() NET, Java, Python, or other languages, which connected to Snowflake for its data needs. If you used containers with Snowflake, these were part of your conventional software development and deployment, constructing apps in. However, typically your applications were elsewhere, connecting to Snowflake via JDBC, ODBC, or other means. The Snowflake many people know allows you to store data, query data, analyse data, and perform complex calculations. Let me go back a step: the Snowflake data cloud provides a high-performing and scalable database with vast capabilities around security and governance. This driver “provides maximum protection to your sensitive enterprise data, and enforces compliance and governance”, said Snowflake senior director of product management Torsten Grabs.
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