generated: '2026-06-20'
method: searched
source: https://www.tensorflow.org/tfx/serving/api_rest, https://github.com/tensorflow/serving/releases, https://www.tensorflow.org/versions
versioning:
  scheme: uri-path
  current: v1
  api_version_header: false
  note: >-
    The Serving REST API is versioned in the URI path (/v1). Model versions are addressed
    independently via /versions/{version} and can be aliased with /labels/{label} (e.g. "stable",
    "canary") for A/B and canary rollouts managed by the ModelServer version policy.
release_cadence:
  scheme: semver
  note: >-
    TensorFlow and TensorFlow Serving follow semantic versioning and release roughly in step
    (TF Serving 2.x tracks TensorFlow 2.x). Minor releases ship several times a year.
  releases: https://github.com/tensorflow/serving/releases
deprecation:
  policy_url: https://www.tensorflow.org/guide/versions
  sunset_header: false
  note: >-
    TensorFlow's compatibility guarantees (tf.compat, SavedModel format stability) govern
    deprecation. The Serving HTTP surface itself has been stable at /v1 across the 2.x line;
    no RFC 8594 Sunset/Deprecation response headers are emitted.
sla:
  note: Self-hosted open-source software — no provider-operated SLA. Availability is the operator's responsibility.
status_page: null
deprecated_operations: []