# Ray Serve REST API

**Canonical:** https://apis.io/apis/scalable-inference-serving/ray-serve-rest-api/  
**Provider:** Scalable Inference Serving — https://apis.io/providers/scalable-inference-serving/

Ray Serve REST API is one of 9 APIs that [Scalable Inference Serving](https://apis.io/providers/scalable-inference-serving/) publishes on the [APIs.io](https://apis.io/) network. Tagged areas include Auto-Scaling, Inference, Machine-Learning, Model Serving, and Open-Source. The published artifact set on APIs.io includes API documentation, a getting-started guide, and an API reference.

Ray Serve is a scalable model serving library built on Ray, designed for building online inference APIs. Supports composable deployments, autoscaling, HTTP ingress, gRPC, WebSockets, and request batching. Integrates with any ML framework. The Ray Serve dashboard and REST API manage deployments, replicas, routes, and application status.

## Machine-readable artifacts (4)

- **Documentation** — https://docs.ray.io/en/latest/serve/index.html
- **GitHub** — https://github.com/ray-project/ray
- **GettingStarted** — https://docs.ray.io/en/latest/serve/getting_started.html
- **APIReference** — https://docs.ray.io/en/latest/serve/api/index.html

## Other Scalable Inference Serving APIs (8)

- [BentoML REST API](https://apis.io/apis/scalable-inference-serving/bentoml-rest-api/)
- [vLLM OpenAI-Compatible API](https://apis.io/apis/scalable-inference-serving/vllm-openai-compatible-api/)
- [NVIDIA Triton Inference Server HTTP API](https://apis.io/apis/scalable-inference-serving/nvidia-triton-inference-server-http-api/)
- [MLflow Model Registry REST API](https://apis.io/apis/scalable-inference-serving/mlflow-model-registry-rest-api/)
- [Scalable Inference Serving Health API](https://apis.io/apis/scalable-inference-serving/scalable-inference-serving-health-api/)
- [Scalable Inference Serving Inference API](https://apis.io/apis/scalable-inference-serving/scalable-inference-serving-inference-api/)
- [Scalable Inference Serving Metadata API](https://apis.io/apis/scalable-inference-serving/scalable-inference-serving-metadata-api/)
- [Scalable Inference Serving Models API](https://apis.io/apis/scalable-inference-serving/scalable-inference-serving-models-api/)

## Tags

Auto-Scaling, Inference, Machine-Learning, Model Serving, Open-Source, Python, Ray

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/apis/scalable-inference-serving/ray-serve-rest-api/). The API's provider profile, Kin Score and agent-readiness rating are at https://apis.io/providers/scalable-inference-serving/.