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Google Cloud Next session 2024-04-10 at 21:15

Go from large language model to market faster with Ray, Hugging Face, and LangChain

Event: Google Cloud Next '24

Speakers

Brandon Royal

Product Manager, Kubernetes · Google Cloud

Alex Zakonov

Product Manager, Google Kubernetes Engine · Google Cloud

Stephen Allen

Cloud Engineer · GE Appliances

Topics

SQL Kubernetes LLM Cloud Computing GCP Cloud Run RAG

Description

In this session, you’ll learn how to deploy a fully-functional Retrieval-Augmented Generation (RAG) application to Google Cloud using open-source tools and models from Ray, HuggingFace, and LangChain. You’ll learn how to augment it with your own data using Ray on Google Kubernetes Engine (GKE) and Cloud SQL’s pgvector extension, deploy any model from HuggingFace to GKE, and rapidly develop your LangChain application on Cloud Run. After the session, you’ll be able to deploy your own RAG application and customize it to your needs.

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