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Snowflake introduces new features that make it easier for companies to develop and deploy reliable AI solutions. The updates include multimodal app development and expanded support for GPUs.
Snowflake introduces new features that make it easier for companies to develop and deploy reliable AI solutions. The updates include multimodal app development and expanded support for GPUs.
Snowflake now offers companies the ability to build more complex AI applications on their own data. Soon, developers will be able to create applications that can handle multimodal input. This means that chatbots can process images in addition to text.
In addition, a new SharePoint connector makes it easier to integrate internal documents into AI apps. Snowflake also offers third-party data integrations that respect copyrights, allowing companies to securely access third-party resources such as news articles and academic publications.
Cortex AI makes it easier for developers to combine structured and unstructured data in a single API call. This requires implementation Retrieval Augmented Generation Making (RAG) applications easier. Developers can also monitor their AI models for reliability and compliance using built-in observability, which is important for detecting anomalies and preventing unwanted outcomes.
Snowflake extends its batch inference capabilities to process large data sets simultaneously. Users now have access to a wider range of pre-trained language and embedded models, such as: B. Llama, and multilingual models from Voyage. Snowflake is also introducing the Cortex Playground, where data analysts and developers can test and compare models.
With the Serverless fine-tuning Companies can tailor language models more precisely to their specific data. Additionally, Snowflake now supports working with distributed CPUs and GPUs in Snowflake notebooks, accelerating large machine learning projects. Users can also add easier monitoring and explainability to models, allowing them to understand how models reach conclusions.
The announcements come during Snowflake’s Build 2024 virtual developer conference. The improvements in AI capabilities coincide with the launch of Snowflake Intelligence. This is a comprehensive AI platform that benefits from SharePoint integration, among other things, and allows developers to create AI agents relatively easily. At the bottom of the form
Source: IT Daily
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