Seldon · JSON-LD Context

Seldon Context

JSON-LD context defining the semantic vocabulary for Seldon from Seldon.

42 Classes 2 Properties 3 Namespaces
View Context View on GitHub

Namespaces

seldon: https://seldon.io/vocab#
mlops: https://mlcommons.org/vocab#
oip: https://kserve.github.io/website/openinference/

Classes

SeldonDeployment Predictor InferenceServer Pipeline CanaryDeployment ABTest ShadowDeployment DriftDetector Explainer Feedback SeldonCore SeldonCore2 SeldonEnterprisePlatform InferenceRequest InferenceResponse ModelMetadata OpenInferenceProtocol modelVersion namespace replicas trafficWeight implementation storageUri runtime inputs outputs datatype shape data parameters id name description version url Organization WebAPI EntryPoint contentType encodingType httpMethod urlTemplate

Properties

Property Type Container
modelName reference
provider schema:Organization

JSON-LD Document

Raw ↑ 
{
  "@context": {
    "@vocab": "https://schema.org/",
    "seldon": "https://seldon.io/vocab#",
    "mlops": "https://mlcommons.org/vocab#",
    "oip": "https://kserve.github.io/website/openinference/",

    "SeldonDeployment": "seldon:SeldonDeployment",
    "Predictor": "seldon:Predictor",
    "InferenceServer": "seldon:InferenceServer",
    "Pipeline": "seldon:Pipeline",
    "CanaryDeployment": "seldon:CanaryDeployment",
    "ABTest": "seldon:ABTest",
    "ShadowDeployment": "seldon:ShadowDeployment",
    "DriftDetector": "seldon:DriftDetector",
    "Explainer": "seldon:Explainer",
    "Feedback": "seldon:Feedback",
    "SeldonCore": "seldon:SeldonCore",
    "SeldonCore2": "seldon:SeldonCore2",
    "SeldonEnterprisePlatform": "seldon:SeldonEnterprisePlatform",

    "InferenceRequest": "oip:InferenceRequest",
    "InferenceResponse": "oip:InferenceResponse",
    "ModelMetadata": "oip:ModelMetadata",
    "OpenInferenceProtocol": "oip:OpenInferenceProtocol",

    "modelName": {
      "@id": "seldon:modelName",
      "@type": "@id"
    },
    "modelVersion": "seldon:modelVersion",
    "namespace": "seldon:namespace",
    "replicas": "seldon:replicas",
    "trafficWeight": "seldon:trafficWeight",
    "implementation": "seldon:implementation",
    "storageUri": "seldon:storageUri",
    "runtime": "seldon:runtime",
    "inputs": "oip:inputs",
    "outputs": "oip:outputs",
    "datatype": "oip:datatype",
    "shape": "oip:shape",
    "data": "oip:data",
    "parameters": "oip:parameters",
    "id": "@id",
    "name": "schema:name",
    "description": "schema:description",
    "version": "schema:version",
    "url": "schema:url",
    "provider": {
      "@id": "schema:provider",
      "@type": "schema:Organization"
    },
    "Organization": "schema:Organization",
    "WebAPI": "schema:WebAPI",
    "EntryPoint": "schema:EntryPoint",
    "contentType": "schema:contentType",
    "encodingType": "schema:encodingType",
    "httpMethod": "schema:httpMethod",
    "urlTemplate": "schema:urlTemplate"
  },
  "@graph": [
    {
      "@type": "schema:Organization",
      "@id": "https://seldon.io",
      "schema:name": "Seldon",
      "schema:url": "https://www.seldon.io",
      "schema:description": "Kubernetes-native MLOps platform for deploying, monitoring, and explaining machine learning models at scale."
    },
    {
      "@type": "schema:WebAPI",
      "@id": "https://docs.seldon.ai/seldon-core-2/user-guide/inference/inference",
      "schema:name": "Seldon Inference API",
      "schema:description": "REST and gRPC inference endpoints following the Open Inference Protocol (V2) for model predictions.",
      "schema:provider": { "@id": "https://seldon.io" },
      "schema:documentation": "https://docs.seldon.ai/seldon-core-2/user-guide/inference/inference"
    },
    {
      "@type": "schema:WebAPI",
      "@id": "https://deploy.seldon.io/en/v2.3/contents/product-tour/api/index.html",
      "schema:name": "Seldon Enterprise Platform REST API",
      "schema:description": "Management API for SeldonDeployments with OIDC authentication, accessible via Swagger UI.",
      "schema:provider": { "@id": "https://seldon.io" },
      "schema:documentation": "https://deploy.seldon.io/en/v2.3/contents/product-tour/api/index.html"
    },
    {
      "@type": "schema:WebAPI",
      "@id": "https://docs.seldon.ai/seldon-core-2/user-guide/data-science-monitoring/drift",
      "schema:name": "Seldon Drift Detection API",
      "schema:description": "Drift detection model endpoints powered by Alibi-Detect for monitoring inference data distribution.",
      "schema:provider": { "@id": "https://seldon.io" },
      "schema:documentation": "https://docs.seldon.ai/seldon-core-2/user-guide/data-science-monitoring/drift"
    },
    {
      "@type": "schema:WebAPI",
      "@id": "https://docs.seldon.io/projects/seldon-core/en/latest/reference/apis/v2-protocol.html",
      "schema:name": "Seldon Explainability API",
      "schema:description": "REST /explain endpoint powered by Alibi for SHAP, anchors, and integrated gradient explanations.",
      "schema:provider": { "@id": "https://seldon.io" },
      "schema:documentation": "https://docs.seldon.io/projects/seldon-core/en/latest/reference/apis/v2-protocol.html"
    }
  ]
}