Snowflake AI and ML

# Snowflake AI and ML¶. * **Snowflake Cortex** is a suite of AI features that use large language models (LLMs) to understand unstructured data, answer freeform questions, and provide intelligent assistance. + ML Functions simplify the process of creating and using traditional machine learning models to detect patterns in your structured data. + For data scientists and developers, Snowflake ML lets you develop and operationalize custom models to solve your unique data challenges, while keeping your data inside Snowflake. ## Use of Snowflake AI features¶. Snowflake AI Features and their underlying models are designed with the following principles in mind:. ## AI/ML model update process¶. These updates may introduce changes to model behavior, availability, or lifecycle status. This document describes how model changes are defined, how they are communicated, and how model lifecycle and deprecation are managed. * If you choose to use any of the Snowflake AI Features, your use is subject to our Acceptable Use Policy.

AI Agent行业深度分析

1. Snowflake Cortex AI | Generative AI Services

Lead your organization in the era of agents and enterprise intelligence. # Snowflake Cortex AI. Turn conversations, documents and images into intelligent insights with AI next to your data. Access industry-leading LLMs at scale directly in SQL or via APIs, analyze multimodal data and build agents — all within Snowflake’s secure perimeter. Build gen AI applications directly in SQL or via APIs. Query multimodal data, orchestrate data agents and explore insights. Govern and protect data with industry-leading security. Use AI and LLMs within Snowflake’s security perimeter with built-in policies, access controls, and end-to-end observability. #### Cortex Agents. Use AI to accurately convert natural language to SQL; Simple to use, cost-efficient to scale. ## LEADING DATA AND ENGINEERING TEAMSUSE SNOWFLAKE CORTEX AI. “The great thing about building AI agents in Snowflake is the ability to bring structured and unstructured data together in one place.”. Protect your data used in gen AI applications with Snowflake’s unified security, governance and data access controls.

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2. Cortex AISQL: Reimagining SQL into AI Query Language for Multimodal Data

Snowflake Cortex (in private preview) enables organizations to quickly analyze data and build AI applications — all within Snowflake.

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3. Snowflake Unveils Cortex Code, An AI Coding Agent That Drastically Increases Pro

*Cortex Code delivers a dramatic increase in productivity for data teams, simplifying all data operations by bringing secure, context-aware coding assistance to local development environments*. *Cortex Code, Snowflake’s AI coding agent, helps customers like Braze, Decile, dentsu, FYUL, LendingTree, Shelter Mutual Insurance, TextNow, United Rentals, and WHOOP perform complex data engineering, analytics, machine learning, and agent-building tasks in simple, natural language*. *Cortex Code CLI makes every data team more productive by bringing secure, Snowflake-aware coding assistance to local development workflows so enterprises can build faster within their preferred environments*. With**Cortex Code**, a data-native AI coding agent that automates and accelerates end-to-end enterprise development, users gain an agent that deeply understands and operates within their enterprise data context. Cortex Code joins Snowflake Intelligence as a part of the Snowflake Cortex AI product suite, extending the company’s AI-powered capabilities across the entire enterprise data lifecycle. “With Cortex Code, we’re reimagining how teams build and operate by embedding AI directly into the development lifecycle with critical data context and controls teams can trust.

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