Deploy in 115+ regions with the modern database for every enterprise.
MongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.
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Gemini 3 and 200+ AI Models on One Platform
Access Google's best plus Claude, Llama, and Gemma. Fine-tune and deploy from one console.
Build generative AI apps with Vertex AI. Switch between models without switching platforms.
Machinelearning server for developers and ML engineers
Apache PredictionIO® is an open source MachineLearning Server built on top of a state-of-the-art open source stack for developers and data scientists to create predictive engines for any machinelearning task. Quickly build and deploy an engine as a web service on production with customizable templates; respond to dynamic queries in real-time once deployed as a web service; evaluate and tune multiple engine variants systematically; unify data from multiple platforms in batch or in real-time for comprehensive predictive analytics; speed up machinelearning modeling with systematic processes and pre-built evaluation measures; support machinelearning and data processing libraries such as Spark MLLib and OpenNLP; implement your own machinelearning models and seamlessly incorporate them into your engine; simplify data infrastructure management.