Capability Map

Use this map when you already know which Anvia feature you want to use and need to find the example that places it in an application flow.

The concrete RAG stack used in examples is Mistral OCR, OpenAI embeddings, and Chroma. Treat that as the reference path; provider and store pages show the swappable alternatives.

Core Runtime

Capability	Example flow	What the example should prove
Agents	Agent App Flow, Support Agent	A product request can run through auth, tools, model calls, traces, and persistence.
Runtime composition	Agent Runtime Composition	Model, instructions, tools, context, memory, observers, and output contracts are assembled at the right boundary.
Request runners	Agent App Flow, Pipeline Worker	Routes, jobs, and tests call the same workflow function.
Memory and sessions	Memory and Events, Prisma Agent Memory, Drizzle Agent Memory, Raw SQL Agent Memory	Conversation messages are loaded and appended through scoped application storage adapters.
Streaming events	Fullstack Streaming, Streaming Events	Browser clients consume completion or agent streams, then product UIs treat text, tools, and final events as workflow state.
Event store	Memory and Events, Prisma Agent Event Store, Drizzle Agent Event Store, Raw SQL Agent Event Store	Runtime stream events are persisted by run id for replay, debugging, and audit.

Tools And Actions

Capability	Example flow	What the example should prove
Typed tools	Permissioned Tools	Tool schemas describe the model-facing contract while services enforce product permissions.
Tool authorization	Permissioned Tools, Tool Validation	User and tenant scope come from the request, not model arguments.
Tool approvals	Guarded Side Effects, Human Input	Sensitive work pauses or routes to a human decision before execution.
Tool output safety	Tool Validation, Runtime State and Persistence	Tools return narrow, safe result shapes and keep private records in application storage.
Dynamic tool catalogs	Dynamic Tool Catalogs	Large tool sets are searched and filtered before the model sees them.
MCP tools	MCP Agent	External server tools are filtered and wrapped before joining app-owned tools.

Knowledge And Retrieval

Capability	Example flow	What the example should prove
OCR	RAG Ingestion	Scanned documents can enter the same ingestion pipeline as CMS and PDF text sources.
Embeddings	RAG Ingestion	Chunks become OpenAI embeddings with stable ids and source metadata.
Vector stores	RAG Ingestion, Retrieval Agent	Chroma stores embedded documents while runtime code depends on the vector index contract.
Dynamic context	Retrieval Agent, Document Grounding	Retrieved evidence enters the prompt with filters, thresholds, and source labels.
Retrieval tools	Retrieval Agent, Research Agent	The model can request knowledge without bypassing product filters.
Citations and evidence logs	Document Grounding, Observability Loop	Final answers can be traced back to selected sources.

Structured Workflows

Capability	Example flow	What the example should prove
Direct parsed completion	Structured Results	One model call returns validated application data.
Agent final output schema	Structured Results, Support Agent	A tool-using agent can end with a typed result.
Extractors	Structured Results, RAG Ingestion	Existing text can be converted into schema-validated records.
Pipelines	Pipeline Worker, Long-running Jobs	Multi-step work runs outside the request path with status and retry policy.

Production

Capability	Example flow	What the example should prove
Tests	Testing Harness	Deterministic boundaries are testable without relying on live model behavior.
Traces and observers	Observability Loop, Runtime State and Persistence	A run can be debugged from request id to model events and tool calls.
Evals	Eval Loop	Completions, parsed completions, streams, agents, and product runners become repeatable regression targets.
Provider switching	Provider Switching	Model selection changes at the runtime boundary, not throughout product code.
Launch review	Production Readiness	The workflow has permission, privacy, retry, audit, and operational checks.