Component catalog¶

This reference is generated from catalog/components.yml. Do not edit it by hand.

Layer	Component	Support	Python
`workload`	Python library (`library`)	`stable`	`>=3.12,<3.15`
`workload`	CLI application (`cli`)	`stable`	`>=3.12,<3.15`
`workload`	API service (`api`)	`stable`	`>=3.12,<3.15`
`workload`	Python web application (`web`)	`stable`	`>=3.12,<3.15`
`workload`	Terminal UI (`tui`)	`stable`	`>=3.12,<3.15`
`workload`	MCP server (`mcp`)	`stable`	`>=3.12,<3.15`
`workload`	AI agent (`agent`)	`stable`	`>=3.12,<3.15`
`workload`	RAG application (`rag`)	`stable`	`>=3.12,<3.15`
`workload`	Model inference service (`inference`)	`stable`	`>=3.12,<3.15`
`workload`	Model training project (`training`)	`stable`	`>=3.12,<3.15`
`workload`	Training and serving workspace (`hybrid`)	`stable`	`>=3.12,<3.15`
`framework`	Typer (`typer`)	`stable`	`>=3.12,<3.15`
`framework`	FastAPI (`fastapi`)	`stable`	`>=3.12,<3.15`
`framework`	Flask (`flask`)	`stable`	`>=3.12,<3.15`
`framework`	FastMCP (`fastmcp`)	`stable`	`>=3.12,<3.15`
`framework`	PydanticAI (`pydantic-ai`)	`stable`	`>=3.12,<3.15`
`framework`	LangGraph (`langgraph`)	`stable`	`>=3.12,<3.15`
`framework`	LangChain (`langchain`)	`stable`	`>=3.12,<3.15`
`framework`	LlamaIndex (`llamaindex`)	`stable`	`>=3.12,<3.15`
`framework`	CrewAI (`crewai`)	`stable`	`>=3.12,<3.14`
`framework`	Hugging Face smolagents (`smolagents`)	`stable`	`>=3.12,<3.15`
`framework`	DSPy (`dspy`)	`stable`	`>=3.12,<3.15`
`framework`	OpenAI Agents SDK (`openai-agents`)	`platform`	`>=3.12,<3.15`
`framework`	Google ADK (`google-adk`)	`platform`	`>=3.12,<3.15`
`framework`	Strands Agents (`strands-agents`)	`platform`	`>=3.12,<3.15`
`framework`	Microsoft AutoGen (`autogen`)	`stable`	`>=3.12,<3.15`
`framework`	AG2 (`ag2`)	`stable`	`>=3.12,<3.15`
`framework`	Agno (`agno`)	`stable`	`>=3.12,<3.15`
`framework`	Lingo (`lingo`)	`stable`	`>=3.12,<3.15`
`framework`	Haystack (`haystack`)	`stable`	`>=3.12,<3.15`
`framework`	PyTorch (`pytorch`)	`stable`	`>=3.12,<3.15`
`framework`	Hugging Face Transformers (`transformers`)	`stable`	`>=3.12,<3.15`
`framework`	JAX (`jax`)	`stable`	`>=3.12,<3.15`
`framework`	Keras / TensorFlow (`keras`)	`stable`	`>=3.12,<3.14`
`framework`	scikit-learn (`scikit-learn`)	`stable`	`>=3.12,<3.15`
`framework`	XGBoost (`xgboost`)	`stable`	`>=3.12,<3.15`
`interface`	Streamlit (`streamlit`)	`stable`	`>=3.12,<3.15`
`interface`	Gradio (`gradio`)	`stable`	`>=3.12,<3.15`
`interface`	Chainlit (`chainlit`)	`stable`	`>=3.12,<3.14`
`interface`	Textual (`textual`)	`stable`	`>=3.12,<3.15`
`interface`	NiceGUI (`nicegui`)	`stable`	`>=3.12,<3.15`
`interface`	FastHTML (`fasthtml`)	`stable`	`>=3.12,<3.15`
`interface`	Violetear (`violetear`)	`stable`	`>=3.12,<3.15`
`interface`	JupyterLab (`jupyterlab`)	`stable`	`>=3.12,<3.15`
`model_provider`	OpenAI (`openai`)	`platform`	`>=3.12,<3.15`
`model_provider`	Anthropic (`anthropic`)	`platform`	`>=3.12,<3.15`
`model_provider`	Google Gemini (`gemini`)	`platform`	`>=3.12,<3.15`
`model_provider`	Azure OpenAI (`azure-openai`)	`platform`	`>=3.12,<3.15`
`model_provider`	AWS Bedrock (`bedrock`)	`platform`	`>=3.12,<3.15`
`model_provider`	OpenRouter (`openrouter`)	`platform`	`>=3.12,<3.15`
`model_provider`	Groq (`groq`)	`platform`	`>=3.12,<3.15`
`model_provider`	Mistral (`mistral`)	`platform`	`>=3.12,<3.15`
`model_provider`	Cohere (`cohere`)	`platform`	`>=3.12,<3.15`
`model_provider`	Hugging Face (`huggingface`)	`platform`	`>=3.12,<3.15`
`model_provider`	Ollama (`ollama`)	`stable`	`>=3.12,<3.15`
`model_provider`	OpenAI-compatible endpoint (`openai-compatible`)	`platform`	`>=3.12,<3.15`
`model_provider`	xAI (`xai`)	`platform`	`>=3.12,<3.15`
`model_provider`	DeepSeek (`deepseek`)	`platform`	`>=3.12,<3.15`
`model_provider`	Together AI (`together`)	`platform`	`>=3.12,<3.15`
`model_provider`	Fireworks AI (`fireworks`)	`platform`	`>=3.12,<3.15`
`embedding_provider`	Sentence Transformers (`sentence-transformers`)	`stable`	`>=3.12,<3.15`
`data`	SQLite (`sqlite`)	`stable`	`>=3.12,<3.15`
`data`	PostgreSQL (`postgresql`)	`stable`	`>=3.12,<3.15`
`data`	MySQL (`mysql`)	`stable`	`>=3.12,<3.15`
`data`	DuckDB (`duckdb`)	`stable`	`>=3.12,<3.15`
`data`	Supabase (`supabase`)	`platform`	`>=3.12,<3.15`
`data`	MongoDB (`mongodb`)	`stable`	`>=3.12,<3.15`
`data`	Beaver (`beaver`)	`stable`	`>=3.12,<3.15`
`data`	pgvector (`pgvector`)	`stable`	`>=3.12,<3.15`
`data`	Qdrant (`qdrant`)	`stable`	`>=3.12,<3.15`
`data`	Chroma (`chroma`)	`stable`	`>=3.12,<3.15`
`data`	LanceDB (`lancedb`)	`stable`	`>=3.12,<3.15`
`data`	Weaviate (`weaviate`)	`platform`	`>=3.12,<3.15`
`data`	Pinecone (`pinecone`)	`platform`	`>=3.12,<3.15`
`data`	Milvus (`milvus`)	`stable`	`>=3.12,<3.15`
`data`	Neo4j (`neo4j`)	`stable`	`>=3.12,<3.15`
`data`	Redis (`redis`)	`stable`	`>=3.12,<3.15`
`sql_abstraction`	SQLModel (`sqlmodel`)	`stable`	`>=3.12,<3.15`
`sql_abstraction`	SQLAlchemy (`sqlalchemy`)	`stable`	`>=3.12,<3.15`
`auth`	API key (`api-key`)	`stable`	`>=3.12,<3.15`
`auth`	OAuth / OIDC (`oidc`)	`platform`	`>=3.12,<3.15`
`auth`	Supabase Auth (`supabase-auth`)	`platform`	`>=3.12,<3.15`
`serving`	BentoML (`bentoml`)	`stable`	`>=3.12,<3.15`
`serving`	LiteLLM (`litellm`)	`stable`	`>=3.12,<3.15`
`serving`	vLLM (`vllm`)	`platform`	`>=3.12,<3.14`
`serving`	Ollama (`ollama-serving`)	`stable`	`>=3.12,<3.15`
`serving`	Ray Serve (`ray-serve`)	`stable`	`>=3.12,<3.15`
`training_extension`	Lightning (`lightning`)	`stable`	`>=3.12,<3.15`
`training_extension`	Hugging Face Datasets (`datasets`)	`stable`	`>=3.12,<3.15`
`training_extension`	Accelerate (`accelerate`)	`stable`	`>=3.12,<3.15`
`training_extension`	PEFT (`peft`)	`stable`	`>=3.12,<3.15`
`training_extension`	TRL (`trl`)	`stable`	`>=3.12,<3.15`
`training_extension`	Optuna (`optuna`)	`stable`	`>=3.12,<3.15`
`mlops`	Prefect (`prefect`)	`stable`	`>=3.12,<3.15`
`mlops`	Dagster (`dagster`)	`stable`	`>=3.12,<3.15`
`mlops`	Temporal (`temporal`)	`stable`	`>=3.12,<3.15`
`mlops`	Celery (`celery`)	`stable`	`>=3.12,<3.15`
`mlops`	DVC (`dvc`)	`stable`	`>=3.12,<3.15`
`mlops`	Feast (`feast`)	`stable`	`>=3.12,<3.15`
`mlops`	Evidently (`evidently`)	`stable`	`>=3.12,<3.15`
`mlops`	Polars (`polars`)	`stable`	`>=3.12,<3.15`
`mlops`	Pandera (`pandera`)	`stable`	`>=3.12,<3.15`
`quality`	DeepEval (`deepeval`)	`stable`	`>=3.12,<3.15`
`quality`	Ragas (`ragas`)	`stable`	`>=3.12,<3.15`
`quality`	Pydantic Evals (`pydantic-evals`)	`stable`	`>=3.12,<3.15`
`quality`	OpenTelemetry (`opentelemetry`)	`stable`	`>=3.12,<3.15`
`quality`	Langfuse (`langfuse`)	`platform`	`>=3.12,<3.15`
`quality`	Phoenix (`phoenix`)	`stable`	`>=3.12,<3.15`
`quality`	MLflow (`mlflow`)	`stable`	`>=3.12,<3.15`
`quality`	LangSmith (`langsmith`)	`platform`	`>=3.12,<3.15`
`quality`	Weights & Biases (`wandb`)	`platform`	`>=3.12,<3.15`
`deploy`	Docker / Compose (`docker`)	`stable`	`>=3.12,<3.15`
`deploy`	Render (`render`)	`platform`	`>=3.12,<3.15`
`deploy`	Fly.io (`fly`)	`platform`	`>=3.12,<3.15`
`deploy`	Vercel (`vercel`)	`platform`	`>=3.12,<3.15`
`deploy`	Railway (`railway`)	`platform`	`>=3.12,<3.15`
`deploy`	Hugging Face Spaces (`hf-spaces`)	`platform`	`>=3.12,<3.15`
`deploy`	Modal (`modal`)	`platform`	`>=3.12,<3.15`
`deploy`	RunPod (`runpod`)	`platform`	`>=3.12,<3.15`
`deploy`	BentoCloud (`bentocloud`)	`platform`	`>=3.12,<3.15`
`deploy`	AWS ECS (`aws-ecs`)	`platform`	`>=3.12,<3.15`
`deploy`	AWS SageMaker (`aws-sagemaker`)	`platform`	`>=3.12,<3.15`
`deploy`	Google Cloud Run (`cloud-run`)	`platform`	`>=3.12,<3.15`
`deploy`	Vertex AI (`vertex-ai`)	`platform`	`>=3.12,<3.15`
`deploy`	Azure Container Apps (`azure-container-apps`)	`platform`	`>=3.12,<3.15`
`deploy`	Azure ML (`azure-ml`)	`platform`	`>=3.12,<3.15`