| |
|
Containers and Orchestration Layer |
Docker |
| |
|
Containers and Orchestration Layer |
Kubernetes |
| |
|
Kubernetes |
Supported |
| |
|
Kubernetes |
Unsupported |
| |
|
Supported |
Charmed |
| |
|
Supported |
OpenShift |
| |
|
Unsupported |
EKS |
| |
|
Unsupported |
GKE |
| |
|
Unsupported |
Rancher |
| |
|
Unsupported |
Vanilla Kubernetes |
| |
|
Unsupported |
Tanzu |
| |
|
Observability |
Monitoring tools |
| |
|
Observability |
Logging Tools |
| |
|
Observability |
Auditing Tools |
| |
|
Observability |
Alerting Tools |
| |
|
Observability |
Tracing Tools |
| |
|
AI Inferencing |
Drift Detection |
| |
|
AI Inferencing |
Agent Components |
| |
|
AI Inferencing |
Guardrails |
| |
|
AI Inferencing |
Performance Tracking |
| |
|
AI Inferencing |
RAG Components |
| |
|
AI Inferencing |
Inferencing Frameworks |
| |
|
AI Inferencing |
AI Framework Operations |
| |
|
Model Deployment Tools |
Humanloop |
| |
|
Model Deployment Tools |
Kubeflow |
| |
|
AI Framework Operations |
mlflow |
| |
|
AI Framework Operations |
Metaflow |
| |
|
AI Framework Operations |
Flyte |
| |
|
Agent Components |
AgentOps |
| |
|
RAG Components |
Vector Database |
| |
|
Vector Database |
Upstash |
| |
|
Vector Database |
Pinecone |
| |
|
Vector Database |
Weaviate |
| |
|
Vector Database |
Chroma |
| |
|
Vector Database |
Kinetica |
| |
|
Vector Database |
Pryon |
| |
|
Vector Database |
PostgresSQL with pgvector |
| |
|
Vector Database |
Milvus |
| |
|
Vector Database |
Qdrant |
| |
|
AI Model Repository and Model Serving Functions |
Model Management Tools |
| |
|
AI Model Repository and Model Serving Functions |
Model Serving Platforms |
| |
|
Model Management Tools |
ModelDB |
| |
|
Model Serving Platforms |
TensorFlow Serving |
| |
|
Model Serving Platforms |
AWS SageMaker |
