Large Language Models (LLMs) are reshaping how we interact with data and build applications. This session introduces Snowflake Cortex, a groundbreaking integration of LLM capabilities within the Snowflake Data Cloud ecosystem.

Learn how Snowflake Cortex revolutionizes data workflows by bringing generative AI directly to your data. We’ll cover:
– LLM fundamentals and their potential in data-centric applications
– Developer experience with Snowflake Cortex: key features and APIs
– No-code and low-code capabilities making Snowflake Cortex accessible

Join us to explore how this innovation empowers developers to harness the full potential of data with LLM intelligence, regardless of your AI experience level.

Hey devs, tired of Pandas choking on big data? Meet Snowpark pandas – it’s Pandas on steroids. We’ve turbocharged the internals to let you scale to terabytes without ditching your favourite API. Leveraging our distributed computing research and Modin’s magic (yeah, that 20M+ download hit), we’ve made it possible to write once and scale infinitely. Imagine going from DataFrame[Small] to DataFrame[Massive] with zero code changes. Keep your syntax, ditch the limitations, and get ready to unleash petabyte-pandas in production. Want to stop worrying about scale and get back to building awesome data apps?

Despite foundational LLMs’ requiring extensive training, their knowledge base is outdated and lacks information that is protected inside the enterprise. To address hallucinations that LLMs may have from unseen information, retrieval augmented generation (RAG) is a cost-effective strategy that teams can use to build chatbots on top of an enterprise knowledge base. Snowflake Cortex Search provides a low-latency, high-quality “fuzzy” search that empowers your RAG apps.

In this demo leading Snowflake AI/ML Architect, Carlos Carrero, will show you how to easily and securely build your own AI apps.

You will also learn how to:

• Build an end to end RAG app without complex orchestration, integrations or infrastructure to manage
• Develop chat interfaces to quickly test, prototype and deploy business-facing applications
• Leverage Cortex Search to find the most relevant pieces of information from your documents
• Use Cortex AI with leading LLMs to complete your answers

Discover how to build robust end-to-end Python pipelines leveraging cutting-edge Snowflake technologies:
– Secure Data Ingestion: Harness Snowpark Private Link for fortified data imports
– Powerful Transformations: Scale your data prep with Snowpark pandas
– Efficient Orchestration: Automate workflows using serverless Tasks for Python

Elevate your data engineering with a seamless, scalable, and secure Python-centric approach

Join this session to build a Snowflake Native App that delivers personalized, real-time movie recommendations from semi-structured data using Snowflake Cortex functions. You will set up a Retrieval-Augmented Generation (RAG) system within Snowflake, then build and deploy the app, making it available for publication and monetization on the Snowflake Marketplace.

Discover how Snowflake’s application platform empowers developers to build complex, production-ready apps. Learn from Kumo AI’s experience creating an advanced predictive AI application using Snowflake Native Apps and Snowpark Container Services. See how these tools streamline development, speed up deployment, and maintain data security – all while enabling sophisticated multi-container, multi-table integrations for rapid model creation.

Code, Deploy, Repeat: DevOps with Snowflake

Drowning in complex workflows for data engineering and application development? Snowflake DevOps capabilities is a git pull from chaos. It’s a comprehensive set of integrated tools and methodologies designed to accelerate productivity for data teams, whether wrangling massive datasets or crafting data-driven applications.

Join this session to learn new simplified workflow includes:
• Git integration: Collaborate seamlessly across data and app teams
• Python APIs: Automate complex data pipelines and app logic with ease
• Declarative object management: Manage data structures and app components as code
• CI/CD automation: Deploy data pipelines and applications with confidence

Snowflake Devops is about transforming your entire development lifecycle. Join us to learn how you can speed up your development cycles, ensure data integrity, and ship robust data-driven applications faster than ever.

Don’t let bugs snowball. Dive into Snowflake’s cutting-edge observability features and turn your data chaos into crystal-clear insights. In this session, you’ll learn:
– Effortless Telemetry with one simple setting
– Bring Your Own Tools (BYOT)
– Master next-gen diagnostics to crush performance issues
– Gain x-ray vision into your compute resources
– Reduce time to detect (TTD) and time to resolution (TTR)

Whether you’re wrangling data pipelines or crafting killer apps, these new Snowflake features will elevate your observability game. Get ready to debug smarter, not harder.