$600 Fullstack Live Event Free With a Membership!
Build the Future of AI With Observable LLM Apps
Revolutionize Your Node.js Apps with AI
Live on 29. November 2024 | 09:00 - 16:30 EDT (Eastern Daylight Time)
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Master Open-Source AI
Unlock the power of open-source AI with this hands-on workshop! Learn to build secure, reliable LLM applications from scratch using Snowflake, Streamlit, and TruLens. Master the art of integrating LLMs, creating engaging chatbots, and ensuring your AI models perform optimally.
Experience a Live-Workshop from MLCon Berlin!
This full day Conference Stream provides you with expert insights on how to build secure & reliable LLM Apps
Basic understanding of Python and GenAI concepts, as well as a Laptop with pre-installed necessary software are required
The following topics will be covered.
Basic understanding of Python and GenAI concepts, as well as a Laptop with pre-installed necessary software are required
The following topics will be covered.
Introduction to GenAI and Snowflake Ecosystem
Overview of Snowflake Cortex and Arctic LLM Exploring out-of-the-box LLM functions. Setting up your development environment
Building with Snowflake Cortex and Streamlit. Integrating Streamlit with Snowflake Cortex Implementing Retrieval Augmented Generation (RAG) with Cortex Search. Developing a real-time chatbot.
Enhancing Applications with TruLens
Explore TruLens, an open-source project for LLM observability and evaluation.Learn how to add TruLens observability to your LLM applications, log results to Snowflake tables, and how to identify low performance. Explore how adding guardrails to your applications with TruLens can improve performance. Incorporate TruLens observability components within your Streamlit applications.
Q&A and Wrap-up
Open discussion and problem-solving Resources for further learning. By the end of this workshop, participants will have: Practical experience in building secure LLM applications, Skills to integrate Snowflake Cortex, Streamlit, and TruLens. Understanding of best practices for enterprise AI development.
Get to know our expert
Kamesh Sampath - Snowflake
Kamesh is a veteran tech innovator with 20 years of experience in the trenches, he is an author and developer advocate on a mission to demystify data and cloud technologies. His passion lies in empowering developers to push boundaries and achieve the impossible. With a proven track record of crafting enterprise solutions across diverse industries, Kamesh brings battle-tested insights to the developer community, inspiring others to help code the future.
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