aid: seldon name: Seldon type: Index image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg url: https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/apis.yml created: 2026-06-12 modified: 2026-06-12 specificationVersion: "0.19" description: > Seldon is a Kubernetes-native MLOps platform that enables enterprises to deploy, monitor, manage, and explain machine learning models at scale. The platform provides REST and gRPC inference APIs that follow the Open Inference Protocol, enabling standardized model serving across frameworks including TensorFlow, PyTorch, and scikit-learn. Seldon Core 2 supports advanced deployment strategies such as A/B testing, canary rollouts, and shadow deployments through its Kubernetes-native architecture. The Seldon Enterprise Platform extends the open source core with a comprehensive REST API for managing deployments programmatically, including model drift detection via Alibi-Detect and explainability via the Alibi library. Seldon Deploy SDK provides a Python client for integrating with the platform API using OIDC and session-based authentication workflows. tags: - MLOps - Machine Learning - Model Serving - Inference - Kubernetes - AI Operations - Drift Detection - Explainability - Canary Deployment - A/B Testing - LLMOps apis: - aid: seldon:seldon-inference-api name: Seldon Inference API description: > The Seldon Inference API provides REST and gRPC endpoints for serving machine learning model predictions at scale. Following the Open Inference Protocol (V2), the API exposes standardized endpoints for model health checks, metadata queries, and prediction requests. Deployed models are accessible via REST at /seldon/{namespace}/{deployment}/api/v1.0/predictions and support multiple ML frameworks through pre-packaged inference servers. image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg humanURL: https://docs.seldon.ai/seldon-core-2/user-guide/inference/inference baseURL: https://docs.seldon.ai tags: - Inference - Model Serving - REST - gRPC - Open Inference Protocol properties: - type: Documentation url: https://docs.seldon.ai/seldon-core-2/user-guide/inference/inference - type: OpenAPI url: https://github.com/SeldonIO/seldon-core/blob/master/openapi/engine.oas3.json - type: OpenAPI url: https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/openapi/seldon-inference-api-openapi.yml - type: OpenAPI url: https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/openapi/seldon-inference-api-v2-openapi.yml - type: OpenAPI url: https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/openapi/seldon-wrapper-api-openapi.yml - aid: seldon:seldon-enterprise-platform-api name: Seldon Enterprise Platform REST API description: > The Seldon Enterprise Platform REST API enables programmatic interaction with machine learning deployment management, providing endpoints to create, update, and monitor SeldonDeployments. The interactive API reference is accessible via Swagger UI at $ML_PLATFORM_HOST/seldon-deploy/swagger/ and supports authentication via OIDC and session-based methods. The API supports complex deployment pipeline integrations with upstream services. image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg humanURL: https://deploy.seldon.io/en/v2.3/contents/product-tour/api/index.html baseURL: https://deploy.seldon.io tags: - Enterprise - Deployment Management - REST - Swagger properties: - type: Documentation url: https://deploy.seldon.io/en/v2.3/contents/product-tour/api/index.html - type: OpenAPI url: https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/openapi/seldon-enterprise-platform-api-openapi.yml - aid: seldon:seldon-drift-detection-api name: Seldon Drift Detection API description: > Seldon integrates Alibi-Detect drift detection models that can be deployed as standard Seldon models, providing REST endpoints for monitoring incoming request distribution against reference training data distributions. Drift detectors are configured and managed via the Seldon Core 2 deployment API and expose detection results through standard inference endpoints. image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg humanURL: https://docs.seldon.ai/seldon-core-2/user-guide/data-science-monitoring/drift baseURL: https://docs.seldon.ai tags: - Drift Detection - Monitoring - Alibi-Detect properties: - type: Documentation url: https://docs.seldon.ai/seldon-core-2/user-guide/data-science-monitoring/drift - aid: seldon:seldon-explainability-api name: Seldon Explainability API description: > Seldon provides a dedicated /explain REST endpoint alongside each deployed model, powered by the Alibi explainability library. The endpoint supports multiple explanation algorithms including SHAP, integrated gradients, and anchor-based methods, allowing users to request human-interpretable explanations for individual model predictions in production. image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg humanURL: https://docs.seldon.io/projects/seldon-core/en/latest/analytics/drift_detection.html baseURL: https://docs.seldon.io tags: - Explainability - SHAP - Alibi - Model Interpretability properties: - type: Documentation url: https://docs.seldon.io/projects/seldon-core/en/latest/reference/apis/v2-protocol.html common: - type: Website url: https://www.seldon.io - type: Documentation url: https://docs.seldon.ai/home - type: GitHubOrganization url: https://github.com/SeldonIO - type: LinkedIn url: https://www.linkedin.com/company/seldon - type: X url: https://x.com/seldon_io - type: Blog url: https://www.seldon.io/resources/blog/ - type: Pricing url: https://www.seldon.io/pricing/ - type: StatusPage url: https://status.seldon.io - type: SDK url: https://github.com/SeldonIO/seldon-deploy-sdk - type: Plans url: https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/plans/seldon-plans-pricing.yml - type: RateLimits url: https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/rate-limits/seldon-rate-limits.yml - type: FinOps url: https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/finops/seldon-finops.yml - type: Vocabulary url: https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/vocabulary/seldon-vocabulary.yml - type: JSONLDContext url: https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/json-ld/seldon-context.jsonld - type: JSONSchema url: https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/json-schema/seldon-inference-request.json - type: JSONSchema url: https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/json-schema/seldon-inference-response.json - type: JSONSchema url: https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/json-schema/seldon-deployment.json - type: Example url: https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/examples/seldon-inference-request-example.json - type: Example url: https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/examples/seldon-v2-inference-request-example.json - type: Example url: https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/examples/seldon-deployment-canary-example.json - type: Example url: https://raw.githubusercontent.com/api-evangelist/seldon/refs/heads/main/examples/seldon-explainability-request-example.json maintainers: - FN: Kin Lane email: kin@apievangelist.com