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Christy Bergman

Cheng Su

Embedding Inference at Scale for RAG Applications with Ray Data and Milvus

Scott Lee

Kyle Huang

Hao Chen

Generating embeddings is a critical task for developing successful RAG applications, and Anyscalew with Pinecone is the most cost-efficient solution for this workflow.

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RAG at Scale: 10x Cheaper Embedding Computations with Anyscale and Pinecone

Stephanie Wang

Eric Liang

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Data loading & preprocessing can easily become the performance bottleneck in ML pipelines. With Ray Data, data loading can be fast, flexible and scalable.

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Fast, Flexible and Scalable Data Loading for ML Training

Fast, flexible, and scalable data loading for ML training with Ray Data

This blog post delves into how Ray Data streaming works and how to use it for your own ML pipelines distributed across both CPU and GPU devices.

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How to Stream Distributed Execution Across CPUs & GPUs

Streaming distributed execution across CPUs and GPUs

Anyscale + Astronomer

Scalable Machine Learning with Anyscale and Astronomer

Unlocking the Power of Scalable Machine Learning with Anyscale and Astronomer

At Ray Summit 2024, we brought together AI experts and practitioners to dive into the future of distributed AI and scalable machine learning.

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Ray Summit 2024: Breaking Through the AI Complexity Wall

Explore the new and improved Anyscale Workspaces. Get advanced observability features so you spend less time on busywork and more time building AI apps.

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Explore Anyscale’s New UX

Anyscale’s New User Experience: A Comprehensive Overview

With Anyscale on AWS Marketplace, you can build, scale, and optimize AI/ML and Generative AI—all within the trusted AWS cloud environment.

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Anyscale Available on AWS Marketplace

Anyscale Now Available on AWS Marketplace and Achieves Generative AI Competency

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Anyscale is the leading AI application platform. With Anyscale, developers can build, run and scale AI applications instantly.

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Featured Posts and News

Unlocking the Power of Scalable Machine Learning with Anyscale and Astronomer

Ray Summit 2024: Breaking Through the AI Complexity Wall

Anyscale’s New User Experience: A Comprehensive Overview

Embedding Inference at Scale for RAG Applications with Ray Data and Milvus

RAG at Scale: 10x Cheaper Embedding Computations with Anyscale and Pinecone

Fast, flexible, and scalable data loading for ML training with Ray Data

Fast, flexible, and scalable data loading for ML training with Ray Data

Streaming distributed execution across CPUs and GPUs