13 // newTurnLoop returns the loop of agent with its memory, its subagents, and the
14 // WhatsApp link and the schedules of its tools. Its calls go through client,
15 // and notify gets each event. The clock gives the date of a turn. logger gets
16 // the failed turns and the ends of the subagents. A child has no WhatsApp
17 // tools, even when the caller supplies a link.
18 func newTurnLoop(agent *Agent, memory *Memory, subagents *Subagents, whatsapp *WhatsApp, schedules *Schedules, client ChainClient, clock func() time.Time, logger *slog.Logger, notify func(Event)) (*TurnLoop, error) {
19 layout, err := loadViewLayout(filepath.Join(agent.dir, viewLayoutFileName))
32 wake: make(chan struct{}, 1),
35 l.runs = &SubagentRuns{
47 running: make(map[string]*SubagentRun),
50 if agent.config.Parent != "" {
61 workdir: agent.config.Workdir,
62 agentName: agent.config.Name,
63 images: agent.Images(),
66 if agent.config.Parent == "" {
67 l.tools.imageShow = &ImageShow{store: agent.Images()}
73 // Event tells the clients what the agent does as it happens. Kind is the kind
74 // of a logged message (user, reply, tool, echo, note, work), or one of ready,
75 // busy, idle, error, and subagent, which tells that the subagent Text starts a
76 // run. ID is the ID of a logged message. Source names the client that sent a
77 // user message, such as terminal or telegram, so that each client can show the
78 // messages of the others, or the subagent of a report. Status tells how the run
79 // of a report ended: finished, stopped, or failed.
81 Kind string `json:"kind"`
82 ID int `json:"id,omitempty"`
83 Text string `json:"text,omitempty"`
84 Source string `json:"source,omitempty"`
85 Status string `json:"status,omitempty"`
88 // TurnLoop runs the turns of one agent. A user message goes to the log when it
89 // comes, and it wakes the loop. A turn waits until every message before it is
90 // summarized. Then the turn runs a Chain whose first request holds the prompt,
91 // the tools, and the input of turnInput.
93 // The view goes out as the messages of a ViewLayout, so the first request of a
94 // turn reads the view of the turn before from the prompt cache. User messages
95 // that come during a turn join the next request of its chain after the tool
96 // results, and so do the reports of the subagents. The subagents run until the
97 // loop ends. Parent and child messages stay queued until the turn finishes.
98 // active belongs to the running turn. The mutex protects pending, cancel, and
100 type TurnLoop struct {
107 clock func() time.Time
111 messages *DaemonMessages
112 openChild func(context.Context, *Agent) (*DaemonAgent, error)
117 cancel context.CancelFunc
121 // Submit logs a user message from the client source and wakes the loop. The
122 // message joins the next request: the first one of a new turn, or the next one
123 // of a running turn.
124 func (l *TurnLoop) Submit(source, text string) (Message, error) {
125 message, err := l.record("user", source, text)
127 return Message{}, err
132 l.pending = append(l.pending, message)
136 case l.wake <- struct{}{}:
143 // Report logs the report text of the subagent name as a work message and tells
144 // the clients, with the status of the run. Unless the subagent was stopped, the
145 // report joins the waiting messages and wakes the loop, as a user message of
146 // Submit does. A failed write stops the loop, because the log refuses all
148 func (l *TurnLoop) Report(name, text, status string) {
149 message, err := l.Work(name, text, status)
152 l.fail(fmt.Errorf("%w: %w", errChainLogWrite, err))
153 case status != subagentStopped:
158 // Work logs text as a work message of source, such as the name of a subagent,
159 // and tells the clients, with status. The message starts no turn until it goes
161 func (l *TurnLoop) Work(source, text, status string) (Message, error) {
162 message, err := l.memory.Append("work", text)
164 return Message{}, err
178 // Wake adds the logged messages to the waiting messages and wakes the loop
179 // once, as a user message of Submit does. They join the first request of a new
180 // turn together, or the next request of a running turn after the tool results.
181 func (l *TurnLoop) Wake(messages ...Message) {
182 if len(messages) == 0 {
188 l.pending = append(l.pending, messages...)
192 case l.wake <- struct{}{}:
197 // StopSubagent ends the run of the subagent name and tells if it ran. Its
198 // report is logged, but it starts no turn.
199 func (l *TurnLoop) StopSubagent(name string) (bool, error) {
200 return l.runs.Stop(name)
203 // Interrupt ends the running turn. A running tool is killed, and the turn sends
204 // no further request.
205 func (l *TurnLoop) Interrupt() bool {
207 defer l.mutex.Unlock()
218 // Busy tells if a turn runs.
219 func (l *TurnLoop) Busy() bool {
221 defer l.mutex.Unlock()
223 return l.cancel != nil
226 // Append logs a message and tells the clients. The toolbox logs its calls and
227 // results through it.
228 func (l *TurnLoop) Append(kind, text string) (Message, error) {
229 return l.record(kind, "", text)
232 // Flush makes the log durable.
233 func (l *TurnLoop) Flush(ctx context.Context) error {
234 return l.memory.Flush(ctx)
237 // Run runs a turn each time user messages or reports wait, until ctx ends. It
238 // returns the error of a failed log write, which stops the agent. At its start
239 // it resumes the subagents that a stop of the daemon cut, and at its end it
240 // ends the runs of the subagents and waits for them.
241 func (l *TurnLoop) Run(ctx context.Context) error {
244 err := l.runs.Resume(ctx)
246 return fmt.Errorf("resume subagents: %w", err)
250 for ctx.Err() == nil && l.waiting() {
253 return fmt.Errorf("check turn loop failure: %w", err)
258 return fmt.Errorf("run turn: %w", err)
270 return fmt.Errorf("check turn loop failure: %w", err)
275 // note logs a note and tells the clients. A note starts no turn.
276 func (l *TurnLoop) note(text string) error {
277 _, err := l.record("note", "", text)
282 // record logs a message and tells the clients, with the client source of a user
284 func (l *TurnLoop) record(kind, source, text string) (Message, error) {
285 message, err := l.memory.Append(kind, text)
287 return Message{}, err
300 // waiting tells if user messages or reports wait for a request.
301 func (l *TurnLoop) waiting() bool {
303 defer l.mutex.Unlock()
305 return len(l.pending) > 0
308 // fail stops the loop with err.
309 func (l *TurnLoop) fail(err error) {
312 l.failure = errors.Join(l.failure, err)
316 case l.wake <- struct{}{}:
321 // failed returns the error of a failed write of a report.
322 func (l *TurnLoop) failed() error {
324 defer l.mutex.Unlock()
329 // turn runs one turn. A failed or interrupted model call ends the turn and
330 // tells the clients. A failure also goes to the logger, so that it is not lost
331 // when no client is connected, but an interrupt does not. The messages of the
332 // turn stay in the log and the view, and the next turn starts only with a new
333 // message, so a lasting failure such as a needed login does not repeat. Only a
334 // failed log or queue write is an error of turn. A daemon stop leaves taken
335 // parent and child messages queued for restart. A user interrupt completes them
337 func (l *TurnLoop) turn(ctx context.Context) error {
339 ctx, cancel := context.WithCancel(ctx)
358 if l.messages != nil {
359 l.logger.Info("turn started")
362 reply, err := l.chain(ctx)
363 if l.messages != nil && !errors.Is(err, errChainLogWrite) && (err == nil || runCtx.Err() == nil) {
364 finishErr := l.messages.Finish(l, l.active, reply)
365 if finishErr != nil {
366 err = errors.Join(err, fmt.Errorf("%w: finish agent messages: %w", errChainLogWrite, finishErr))
371 if err != nil && !errors.Is(err, errChainLogWrite) {
372 if ctx.Err() == nil {
373 l.logger.Error("turn failed", "err", err)
378 Text: turnError(ctx, err),
384 if l.messages != nil {
385 l.logger.Info("turn done")
395 // chain runs the request chain of a turn until the final answer.
396 func (l *TurnLoop) chain(ctx context.Context) (string, error) {
398 if len(messages) == 0 {
402 err := l.memory.Wait(ctx)
404 return "", fmt.Errorf("wait for turn memory: %w", err)
407 instructions, err := l.agent.Prompt()
409 return "", fmt.Errorf("read turn prompt: %w", err)
412 skip := make(map[int]bool, len(messages))
413 for _, message := range messages {
414 skip[message.ID] = true
417 view, err := l.layout.Split(l.memory.ViewLines(skip))
419 return "", fmt.Errorf("split turn view: %w", err)
425 request: ModelRequest{
426 Model: l.agent.config.Model,
427 Effort: l.agent.config.Effort,
428 Instructions: instructions,
429 Tools: l.agent.Tools(),
432 images: l.agent.Images(),
435 input := turnInput(view, l.state(), messages)
436 for n, message := range messages {
437 input[len(input)-len(messages)+n], err = imageUserMessage(l.agent.Images(), message.Text)
439 return "", fmt.Errorf("read turn images: %w", err)
443 reply, err := chain.Run(ctx, input)
445 return "", fmt.Errorf("run turn chain: %w", err)
451 // take returns the user messages that wait for a request, and removes them.
452 func (l *TurnLoop) take() []Message {
454 defer l.mutex.Unlock()
456 messages := l.pending
458 if l.messages != nil {
459 l.active = append(l.active, messages...)
465 // state returns the per-turn state: the end of the view, and the date and time
466 // of the turn, then the names and responsibilities of its children.
467 func (l *TurnLoop) state() string {
468 state := "</chat>\n\nNow: " + l.clock().Format("Monday 2006-01-02 15:04 -07:00")
469 if l.messages != nil {
470 state += l.messages.ChildState(l.agent.config.Name)
476 // turnError returns the text of the error that ended a turn.
477 func turnError(ctx context.Context, err error) string {
478 if ctx.Err() != nil {
485 // turnInput returns the input of the first request of a turn, stable parts
486 // first: a user message for each view message, one with the per-turn state,
487 // and one for each new message, whole. The view leaves out the leaf lines of
489 func turnInput(view []string, state string, messages []Message) []any {
490 input := make([]any, 0, len(view)+1+len(messages))
491 for _, text := range view {
492 input = append(input, modelUserMessage(text))
495 input = append(input, modelUserMessage(state))
496 for _, message := range messages {
497 input = append(input, modelUserMessage(message.Text))