# TensorFlow Inference API

**Canonical:** https://apis.io/apis/tensorflow/tensorflow-inference-api/  
**Provider:** TensorFlow — https://apis.io/providers/tensorflow/  
**Base URL:** http://host:8501  
**Documentation:** https://www.tensorflow.org/tfx/serving/api_rest

TensorFlow Inference API is one of 7 APIs that [TensorFlow](https://apis.io/providers/tensorflow/) publishes on the [APIs.io](https://apis.io/) network, described by a machine-readable OpenAPI specification. Tagged areas include Inference. The published artifact set on APIs.io includes an OpenAPI specification and API documentation.

Model inference operations including classify, regress, and predict

## Machine-readable artifacts (3)

- **OpenAPI** — https://raw.githubusercontent.com/api-evangelist/tensorflow/refs/heads/main/openapi/tensorflow-inference-api-openapi.yml
- **Documentation** — https://www.tensorflow.org/tfx/serving/api_rest
- **GitHub** — https://github.com/tensorflow/serving

## Other TensorFlow APIs (6)

- [TensorFlow Core API](https://apis.io/apis/tensorflow/tensorflow-core/)
- [TensorFlow.js API](https://apis.io/apis/tensorflow/tensorflow-js/)
- [TensorFlow Lite API](https://apis.io/apis/tensorflow/tensorflow-lite/)
- [TensorFlow Hub API](https://apis.io/apis/tensorflow/tensorflow-hub/)
- [TensorBoard API](https://apis.io/apis/tensorflow/tensorboard/)
- [TensorFlow Models API](https://apis.io/apis/tensorflow/tensorflow-models-api/)

## Tags

Inference

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