Snowflake Developers

[3 for 1 Thursday] Awesome announcements coming your way from Snowflake! Get a beverage of your choice... this one is packed with a lot of great stuff! 1️⃣ Snowpark Container Services (SPCS) is now GA on #AWS and in Public Preview on #Azure: What is it? A fully managed container orchestration service that enables you to deploy, run and scale containerized applications such as #GenAI, #ML and data engineering pipelines without you having to worry about or manage complexities of the underlying infrastructure. And, more importantly, these apps are deployed and run in Snowflake’s secure and governed AI Data Cloud--all in your account! 💥 To build a GenAI app that uses open source LLM for image inpainting, checkout this step-by-step guide: https://lnkd.in/gPmFuirF 💥 To build a custom #reactjs app, checkout this step-by-step guide: https://lnkd.in/gi_v-tQU 2️⃣ Cortex Fine-tuning is now in Public Preview: What is it? A managed solution for you to use your own data to fine-tune leading #LLMs from Meta and Mistral AI. Then, instantly deploy your fine-tuned models and prompt with serverless inference using #SQL or #Python--all in your Snowflake account! 💥 To get started with fine-tuning an LLM, check out this step-by-step guide: https://lnkd.in/gCkFV_ct 3️⃣ Sensitive Data Classification UI and Custom Classification is now GA: What is it? You can detect sensitive data at the schema level, and the new UI enables anyone on your team to initiate and review classification output while automatically tagging sensitive data. Additionally, you can also define custom classifiers to detect sensitive data that may be specific to your domain or in a proprietary format. 💥 To learn more, visit https://lnkd.in/gDw2sQxu and https://lnkd.in/gPWqqwaM

[Exciting Update] I just wrapped up a 6 city trip across 3 countries where I hosted Snowflake Cortex AI + Streamlit hands-on sessions for many of our customers as well as data superheroes and community members. There was so much engagement and excitement in every session, but my favorite highlight was this: the common sentiment shared by attendees across every session around how easy it is to use industry-leading #LLMs in Snowflake without compromising data security. Specifically, one line of (#SQL or #python) code to perform task-specific operations, or just a few lines for fine-tuning and prompt engineering using 10+ LLMs available out-of-the-box including Meta's newest open source model Llama 3.1 405B. The true "ah ha" moment for everyone! If you'd like to get started with Snowflake Cortex AI, check out these amazing resources in our Solutions Center -- https://lnkd.in/gMVKugus Lastly, thank you to our customers, data superheroes, and community members for your support and joining us! cc Rishu Saxena -- partner in crime for this one!

[So easy, it almost hurts!] UPDATED "Getting Started with Data Engineering and ML using Snowpark for Python" QuickStart Guide now uses Snowflake Notebooks--in Public Preview. This drastically simplifies the setup. You no longer have to create #conda or #python environments to install everything locally, and (maybe) fight the package version battles along the way. 💥 Go from data engineering tasks like transforming, joining and pivoting datasets to training a #ml model -- to then using it for inference in a Streamlit app. All of this in less than 50 minutes! With every. single. thing. running. in Snowflake! 💥 Link to the QS Guide: https://lnkd.in/gcZGZMQY #developers #dataengineers #snowpark #dataengineering

[Builders Gonna Build] Thank you to everyone that joined us at Snowflake's very first Dev Day on June 6th. If you missed it, be sure to checkout Elsa Mayer's blog -- "The Ultimate Recap of Snowflake’s Dev Day ". It includes highlights and links to videos that cover the following: 💥 The Startup Challenge Finale: Congrats SignalFlare.ai! 💥 Talks by Luminaries: Dr. Andrew Ng, founder and CEO of LandingAI, Lukas Biewald, CEO and founder of Weights & Biases, Richard Socher, CEO of You.com, Christine McLeavey, Head of Audio Research at OpenAI, Kari Ann Briski, Vice President of AI Models, Software and Services at NVIDIA 💥 Demo Dare Finale: Hosted by Felipe Hoffa https://lnkd.in/ghTq-Q5H

[MLOps] Just when you thought there weren't anymore exciting things to learn coming off Snowflake Summit 2024! Well... check out my fav new MLOps capabilities integrated into Snowflake: 👉 The Model Registry now supports models trained or available on Snowflake as well as external platforms like Dataiku and open source repositories such as Hugging Face. 👉 ML models are first-class, schema-level Snowflake objects that provide fine-grained role-based access control (RBAC). 👉 The Model Registry can be accessed through APIs in #Python and #SQL for inference with CPUs or GPUs. 👉 The Snowflake Feature Store (in public preview) unifies pipelines across features created in Snowflake or external tools, like dbt Labs, for a single and up-to-date source of truth for model training and inference. The feature store also supports automated, incremental refresh from batch and streaming data. 👉 Snowflake’s ML Lineage (in private preview) helps you trace the end-to-end lineage of features, data sets, and models, for seamless reproducibility, compliance and simplified observability. And there's so much more... https://lnkd.in/gBMwRezn cc Sandeep Gupta Lucy Z. Sumit Das Tianshu Bao

[WOW] What an amazing day (2) at Snowflake Summit and we're not even half way done! We have a lot more in store for you, but wanted to take a moment to thank our customers, partners, SIs, and developers for joining us from across the globe! 💥 And if you happened to catch today's Platform Keynote, here's a step-by-step guide for the GenAI Inpainting demo that uses Hybrid table and NVIDIA powered GPUs with everything running as a Streamlit app in #Snowpark Container Services -- https://lnkd.in/gYWZp_Pa -- cc Jeff Hollan #SnowflakeSummit #GenAI #BuildersGonnaBuild