Core Engine
Classification, regression, clustering, and deep learning in your service. Time series, anomaly detection, manifold, and more. Low latency. High throughput.
See Core Engine →
New
SMILE Commercial Licensing — Production Runtime, OEM & Edge Fleet
Machine Intelligence
Machine Intelligence
for the JVM
For embedding modelsCore Engine, in the application
For serving themYour machines, your network
For building themAgent-driven AutoML, in Studio
JavaKotlinScalaONNXSelf-hosted
Serve Engine
A unified inference runtime for machine learning, computer vision, and LLMs. World-class performance. Commercial licensing removes the AGPL restriction.
See Serve Engine →Agent Studio
Agentic AutoML to explore, train, inspect, and export. Powerful agents for coding and product development. Free to evaluate, and bundled with commercial runtime and OEM tiers.
See Agent Studio →SMILE now seems to be the go-to general-purpose machine learning library for the Java and Scala worlds.
A broad range of algorithms out of the box — and all you need is Java, or any JVM language.
One of the hidden gems in the Java framework ecosystem today.
Latest
- SMILE 7.1.0 Oct 20, 2026
- SMILE 7.0.0 Oct 12, 2026
- SMILE 6.3.0 Aug 18, 2026
HALO.AI LLCNew York