What capabilities does Anvia provide?

Anvia provides runtime primitives for model calls and the application behavior around them. Capabilities are split across Core, provider packages, infrastructure adapters, and optional product surfaces.

Need	Anvia surface
One model request	Completions
Reusable multi-turn behavior	Agents
Application actions	Tools
Typed model data	Structured output
Conversations across requests	Memory
Document retrieval	Knowledges
Explicit multi-stage workflows	Pipelines
Incremental responses	Streaming
Images, audio, transcription, and OCR	Models
External MCP tools	MCP
Local inspection	Studio
Production observability and evaluation	Lens

Availability is not uniform across every provider and runtime. A package implementing completion models may not implement embeddings, images, audio, OCR, or model listing. Tool-call semantics and structured-output support can also differ by model.

Use the provider capability matrix for model-facing support and the package feature matrix for package-level compatibility. Check each package's API reference for exact public exports rather than assuming a capability from its name.