Struct AgentLoop 

pub struct AgentLoop<Ctx, P, H, M, S>
where
    P: LlmProvider,
    H: AgentHooks,
    M: MessageStore,
    S: StateStore,
{ /* private fields */ }

The main agent loop that orchestrates LLM calls and tool execution.

AgentLoop is the core component that:

• Manages conversation state via message and state stores
• Calls the LLM provider and processes responses
• Executes tools through the tool registry
• Emits events for real-time updates via an async channel
• Enforces hooks for tool permissions and lifecycle events

Type Parameters

• Ctx: Application-specific context passed to tools (e.g., user ID, database)
• P: The LLM provider implementation
• H: The hooks implementation for lifecycle customization
• M: The message store implementation
• S: The state store implementation

Running the Agent

let (mut events, final_state) = agent.run(
    thread_id,
    AgentInput::Text("Hello!".to_string()),
    tool_ctx,
);
while let Some(event) = events.recv().await {
    match event {
        AgentEvent::Text { text } => println!("{}", text),
        AgentEvent::Done { .. } => break,
        _ => {}
    }
}

Implementations

impl<Ctx, P, H, M, S> AgentLoop<Ctx, P, H, M, S>

where Ctx: Send + Sync + 'static, P: LlmProvider + 'static, H: AgentHooks + 'static, M: MessageStore + 'static, S: StateStore + 'static,

pub fn new( provider: P, tools: ToolRegistry<Ctx>, hooks: H, message_store: M, state_store: S, config: AgentConfig, ) -> Self

Create a new agent loop with all components specified directly.

pub fn with_compaction( provider: P, tools: ToolRegistry<Ctx>, hooks: H, message_store: M, state_store: S, config: AgentConfig, compaction_config: CompactionConfig, ) -> Self

Create a new agent loop with compaction enabled.

pub fn run( &self, thread_id: ThreadId, input: AgentInput, tool_context: ToolContext<Ctx>, ) -> (Receiver<AgentEvent>, Receiver<AgentRunState>)

where Ctx: Clone,

Run the agent loop.

This method allows the agent to pause when a tool requires confirmation, returning an AgentRunState::AwaitingConfirmation that contains the state needed to resume.

Arguments

• thread_id - The thread identifier for this conversation
• input - Either a new text message or a resume with confirmation decision
• tool_context - Context passed to tools

Returns

A tuple of:

• mpsc::Receiver<AgentEvent> - Channel for streaming events
• oneshot::Receiver<AgentRunState> - Channel for the final state

Example

let (events, final_state) = agent.run(
    thread_id,
    AgentInput::Text("Hello".to_string()),
    tool_ctx,
);

while let Some(event) = events.recv().await {
    // Handle events...
}

match final_state.await.unwrap() {
    AgentRunState::Done { .. } => { /* completed */ }
    AgentRunState::AwaitingConfirmation { continuation, .. } => {
        // Get user decision, then resume:
        let (events2, state2) = agent.run(
            thread_id,
            AgentInput::Resume {
                continuation,
                tool_call_id: id,
                confirmed: true,
                rejection_reason: None,
            },
            tool_ctx,
        );
    }
    AgentRunState::Error(e) => { /* handle error */ }
}

pub async fn run_turn( &self, thread_id: ThreadId, input: AgentInput, tool_context: ToolContext<Ctx>, ) -> (Receiver<AgentEvent>, TurnOutcome)

where Ctx: Clone,

Run a single turn of the agent loop.

Unlike run(), this method executes exactly one turn and returns control to the caller. This enables external orchestration where each turn can be dispatched as a separate message (e.g., via Artemis or another message queue).

Arguments

• thread_id - The thread identifier for this conversation
• input - Text to start, Resume after confirmation, or Continue after a turn
• tool_context - Context passed to tools

Returns

A tuple of:

• mpsc::Receiver<AgentEvent> - Channel for streaming events from this turn
• TurnOutcome - The turn’s outcome

Turn Outcomes

• NeedsMoreTurns - Turn completed, call again with AgentInput::Continue
• Done - Agent completed successfully
• AwaitingConfirmation - Tool needs confirmation, call again with AgentInput::Resume
• Error - An error occurred

Example

// Start conversation
let (events, outcome) = agent.run_turn(
    thread_id.clone(),
    AgentInput::Text("What is 2+2?".to_string()),
    tool_ctx.clone(),
).await;

// Process events...
while let Some(event) = events.recv().await { /* ... */ }

// Check outcome
match outcome {
    TurnOutcome::NeedsMoreTurns { turn, .. } => {
        // Dispatch another message to continue
        // (e.g., schedule an Artemis message)
    }
    TurnOutcome::Done { .. } => {
        // Conversation complete
    }
    TurnOutcome::AwaitingConfirmation { continuation, .. } => {
        // Get user confirmation, then resume
    }
    TurnOutcome::Error(e) => {
        // Handle error
    }
}