API reference

Generated from the source docstrings and type hints, so it is always in step with the code.

Package	Contents
aaa.runtime	Engine, RunHandle, Budget, Ledger, Ctx, the Algorithm protocol.
aaa.algos	ToolLoop, ReAct, PlanAndExecute, Router, Supervisor, GenerateTestRepair, GeneratorCritic, WorkflowGraph, FSM, SelfConsistency, RAGAgent, and authoring helpers.
aaa.tools	@tool, ToolRegistry, ToolHandler, ToolContext, the guard configuration.
aaa.llm	Clients, gateway presets, wrappers, handler, fakes, message types, errors.
aaa.data	Item, codecs, blob stores, Index.
aaa.session	SessionManager, Session, TenantSessions, TurnResult, SessionAlgo.
aaa.context	ContextPolicy, the compaction strategies, token counters, SummaryBook.
aaa.mcp	MCPClient (stdio / HTTP / your own session), mcp_memory, MCPToolInfo.
aaa.memory	The Memory protocol and capabilities, Scope, MemoryHandler, memory_tools, and the Mem0, Graphiti, Supermemory, LangGraph, native and callable backends.
aaa.events	Event, stores, buses, projections and snapshots, schemas, CloudEvents, guards.
aaa.validate, aaa.core	Validators; outcomes, errors, ids.

New to the library? Start with the mental model and the guides; this section is for lookup.