Use automated and integrated generative AI and machine learning (ML) in one cloud service for transactions and lakehouse scale analytics. Get faster insights from all your data with unmatched performance and deploy apps in your choice of cloud providers.

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HeatWave GenAI: Integrated and automated generative AI

Watch the Oracle HeatWave GenAI announcement, featuring Edward Screven, Oracle’s chief corporate architect, and Nipun Agarwal, senior vice president of MySQL and HeatWave development. Learn how you can build generative AI applications without AI expertise, data movement, or additional cost.

Why HeatWave?

Simplify AI innovation with built-in LLMs, vector store, and ML

  • Use in-database, optimized large language models (LLMs) to instantly benefit from generative AI, and have contextual conversations informed by your unstructured documents using natural language. Choose external LLMs if needed for your use case.
  • Get more accurate and contextually relevant answers by letting LLMs search your proprietary documents—without AI expertise or moving data to a separate vector database. HeatWave Vector Store is integrated and automates embedding generation.
  • Easily build, train, and explain ML models using data in object storage and MySQL Database. No separate ML cloud service or expertise is required.

Discover HeatWave GenAI

Get faster insights with the best performance for data warehouse and lakehouse workloads

  • Eliminate the complexity, latency, cost, and risks of ETL duplication across separate analytics database and lakehouse services.
  • Query data in object storage, MySQL databases, or a combination of both.
  • Respond faster to business trends.

Learn more about HeatWave Lakehouse

Deploy HeatWave-powered apps wherever you want

  • Deploy HeatWave in your choice of public clouds: Oracle Cloud Infrastructure (OCI), Amazon Web Services (AWS), and Microsoft Azure.
  • Keep your OLTP apps on-premises and replicate data to HeatWave to get near real-time analytics and process vector data in the cloud.
  • Use HeatWave in your data center with OCI Dedicated Region.

HeatWave customer successes

HeatWave solutions for your different workloads

  • HeatWave GenAI

    Take advantage of generative AI without AI expertise or data movement. HeatWave GenAI provides integrated and automated generative AI with in-database large language models (LLMs); an automated, in-database vector store; and the ability to have contextual conversations in natural language.

  • HeatWave MySQL

    Accelerate MySQL query performance by orders of magnitude and get real-time analytics on your transactional data—without the complexity, latency, risks, and cost of ETL duplication. Rely on the only cloud service built on MySQL Enterprise Edition.

  • HeatWave Lakehouse

    Query data in various formats in object storage and optionally combine it with transactional data in MySQL databases. HeatWave Lakehouse delivers unmatched performance and price-performance.

  • HeatWave AutoML

    Automate the pipeline to build, train, and explain ML models using data in object storage and MySQL Database—without moving the data to a separate ML cloud service and at no additional cost.

See what top industry analysts say about HeatWave

  • Moor Insights and Strategy logo

    “In many ways, HeatWave is the very essence of what the cloud is about—commodity infrastructure architected in a scale-out fashion, enabling the best performance and price-performance for a given workload.”

    Matt Kimball
    Vice President and Principal Analyst, Moor Insights & Strategy
  • IDC logo

    “Organizations looking for the best value in the cloud data lakehouse landscape must seriously consider HeatWave Lakehouse.”

    Carl Olofson
    Research Vice President, Data Management Software, IDC
  • Constellation Research logo

    “Oracle’s seamless integration of GenAI and vector store into HeatWave transforms GenAI from a science project into a useful business tool and a platform for developers.”

    Holger Mueller
    VP and Principal Analyst, Constellation Research
  • The Futurum Group logo

    “The in-database HeatWave AutoML makes Redshift ML look like yesterday’s tech in terms of engineering, performance and cost.”

    Ron Westfall
    Senior Analyst and Research Director, Futurum
JUNE 26, 2024

Announcing the General Availability of HeatWave GenAI

Nipun Agarwal, Oracle Senior Vice President, HeatWave Development

HeatWave has enabled organizations to run transaction processing, analytics across data warehouses and data lakes, and machine learning within a single, fully managed cloud service. Its scale-out design lets enterprises achieve unmatched performance and price-performance for processing structured and semi-structured data. Today, we’re announcing the general availability of HeatWave GenAI—with in-database large language models (LLMs); an automated, in-database vector store; scale-out vector processing; and the ability to have contextual conversations in natural language.




HeatWave is a massively parallel, high performance, in-memory query accelerator that increases MySQL performance by orders of magnitude for analytics and mixed workloads—without any changes to existing applications.

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