Files
LocalAI/core/services/studio/triggerroute.go
T
Ettore Di Giacinto 9422011f20 feat(connectors): write the bot's own sentences in the language of the person
The confirmations, refusals and notes that the host writes in a chat
without the model were fixed English: "Started a new chat", the question
about a proposal, the file notes, the pairing replies. They now come from
a catalog (core/services/studio/hostmsg) with a template for English,
Italian, German, Spanish, French and Portuguese (Brazil), and the same
{placeholders} in each. Text for the model (tool descriptions, the held
back note, the thread block) stays English.

A connection has a reply_language setting: auto (default), en, it, de,
es, fr or pt-BR. With auto the host scores the sender's message against
the common words of the six languages, with no model and no dependency.
A message that does not show a language ("ok", "yes", "thanks") changes
nothing, and a short message cannot move a conversation to another
language. The last clear language of a sender and of a chat is kept for
24 hours; a trigger that writes on its own uses the chat's. The setting
is stored in the JSON and the gorm store, is kept by an update that
leaves it out, and is on the connection page under "How it answers".

Every sentence goes through msg or a hostmsg.Voice. A guard test fails
when a fixed text reaches say, Post or Outgoing, when a key is not in the
catalog, or when a key is never used. The reply parser now reads the
yes, no and undo words of the six languages, which the new texts ask for.

Assisted-by: Claude:claude-sonnet-5-5
2026-11-04 18:03:27 +00:00

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package studio
import (
"context"
"crypto/rand"
"errors"
"fmt"
"regexp"
"strconv"
"strings"
"time"
"unicode/utf8"
"github.com/mudler/LocalAI/core/services/studio/hostmsg"
"github.com/mudler/LocalAI/core/services/studio/notify"
"github.com/mudler/LocalAI/core/services/studio/proposals"
"github.com/mudler/LocalAI/core/services/studio/triggers"
"github.com/mudler/LocalAI/pkg/addons/contract"
)
// What a trigger that a connector chat proposed is bound by.
const (
// ProposalTTL is how long such a proposal waits for an answer.
ProposalTTL = 24 * time.Hour
// MaxProposalsPerHour is how many proposals one binding may make in an
// hour, whoever writes to it.
MaxProposalsPerHour = 3
// MaxReportRunes bounds the text of a run that is written to a chat.
MaxReportRunes = 4000
// SilentMark is the whole final message of a run that has nothing to
// say: it is logged and delivers nothing.
SilentMark = "[SILENT]"
// failureAlertAfter is how many failed runs in a row raise an alert, and
// failureAlertEvery how often one trigger may raise it.
failureAlertAfter = 3
failureAlertEvery = 6 * time.Hour
reasonCapOff = "paused: capability off"
codeLen = 4
// codeAlphabet leaves out the letters and digits that look alike.
codeAlphabet = "ABCDEFGHJKLMNPQRSTUVWXYZ23456789"
)
// auditKindTrigger is the Kind of the audit lines about triggers.
const auditKindTrigger contract.ChangeKind = "trigger"
// Errors of the proposals that connector chats make.
var (
// ErrProposalExpired means nobody answered the proposal in time.
ErrProposalExpired = errors.New("studio: this proposal expired")
// ErrProposalRate means a binding made the most proposals of the hour.
ErrProposalRate = fmt.Errorf("studio: at most %d trigger proposals an hour can come from one chat connection; try again later", MaxProposalsPerHour)
)
// proposalsInHour counts the proposals of a binding made in the hour before
// now, answered or not: the limit is about asking, not about waiting.
func proposalsInHour(all []triggers.Trigger, binding string, now time.Time) int {
n := 0
for _, t := range all {
if t.Proposed && !t.IsChange() && t.Route.Binding == binding && now.Sub(t.Route.ProposedAt) < time.Hour {
n++
}
}
return n
}
// freshCode returns a code that no waiting proposal of the binding has.
func freshCode(all []triggers.Trigger, binding string) string {
used := map[string]bool{}
for _, t := range all {
if t.Route.Binding == binding && t.Route.Code != "" {
used[t.Route.Code] = true
}
}
for {
var b [codeLen]byte
_, _ = rand.Read(b[:])
for i := range b {
b[i] = codeAlphabet[int(b[i])%len(codeAlphabet)]
}
if c := string(b[:]); !used[c] {
return c
}
}
}
// audit writes one line about a trigger that a connector chat is part of. The
// line has a hash of the prompt, never text.
func (h *Triggers) audit(ctx context.Context, action string, t triggers.Trigger, detail string) {
ch := h.svc.changes
if ch == nil {
return
}
ev := proposals.Event{At: h.o.Clock().UTC(), Owner: t.Owner, Action: action, Proposal: t.ID, Kind: auditKindTrigger,
Target: t.Name, Agent: t.AgentID, Hash: hashOf(t.Prompt), Detail: detail,
Source: contract.ChangeSource{Kind: "connector", ID: t.Route.Binding, Chat: t.Route.Chat, Thread: t.Route.Thread}}
if err := ch.store.AddEvent(ctx, ev); err != nil {
h.log.Warn("studio: could not write the trigger audit", "action", action, "trigger", t.ID, "error", err)
}
}
// lapse marks a waiting proposal that is past its time as expired, and returns
// the record as it is after. Another frontend may have done it first; either
// way the record that is returned is the stored one.
func (h *Triggers) lapse(ctx context.Context, t triggers.Trigger) triggers.Trigger {
now := h.o.Clock().UTC()
if !t.Expired(now) {
return t
}
ok, err := h.o.Store.SetOutcome(ctx, t.ID, "", triggers.OutcomeExpired, now)
if err != nil {
h.log.Warn("studio: could not expire a trigger proposal", "trigger", t.ID, "error", err)
return t
}
if cur, gerr := h.o.Store.GetTrigger(ctx, t.ID); gerr == nil {
t = cur
}
if ok {
h.audit(ctx, proposals.ActionExpire, t, "")
}
return t
}
// expireProposals marks every waiting proposal past its time as expired. The
// leader calls it in a pass, at most once a minute.
func (h *Triggers) expireProposals(ctx context.Context) {
h.mu.Lock()
if now := h.o.Clock(); now.Sub(h.swept) < time.Minute {
h.mu.Unlock()
return
} else {
h.swept = now
}
h.mu.Unlock()
all, err := h.o.Store.AllTriggers(ctx)
if err != nil {
h.log.Warn("studio: could not list triggers to expire proposals", "error", err)
return
}
now := h.o.Clock()
for _, t := range all {
if t.Expired(now) {
h.lapse(ctx, t)
}
}
}
// ---- Confirmation by text ----
// lapsedWindow is how long after a proposal lapsed a bare word in its thread is
// answered with the news that it lapsed, and not sent to the agent.
const lapsedWindow = 15 * time.Minute
var phraseRE = regexp.MustCompile(`(?i)^\s*(confirm|cancel)\s+([a-z0-9]{4})\s*$`)
// ParsePhrase reads "confirm 7K2Q" or "cancel 7K2Q" from the whole text of a
// message. The code comes back in upper case.
func ParsePhrase(text string) (verb, code string, ok bool) {
m := phraseRE.FindStringSubmatch(text)
if m == nil {
return "", "", false
}
return strings.ToLower(m[1]), strings.ToUpper(m[2]), true
}
// PhraseFrom is who wrote a confirm or cancel phrase, and where.
type PhraseFrom struct {
Binding, Owner, Agent string
Chat, Thread, Sender string
// Username is the handle of the sender, when the message had one.
Username string
// Roles are the roles of the sender that the kind declares.
Roles []string
// Voice speaks the answer in the language of the sender. The zero value
// speaks English.
Voice hostmsg.Voice
}
// AnswerByPhrase answers a waiting proposal from a short answer: a word with
// the code of the proposal, or, with an empty code, a bare word that answers
// the one proposal waiting in the place where the word is written. It also
// cancels a trigger that was made without asking, by its code, or by a bare
// word soon after. The sender must hold the capability to confirm, and write
// where the proposal was made. It returns the sentence to write back, and
// handled false when the message is an ordinary one: the text then goes to the
// agent. A proposal is answered once; every attempt is audited.
func (h *Triggers) AnswerByPhrase(ctx context.Context, from PhraseFrom, verb, code string) (reply string, handled bool) {
all, err := h.o.Store.ListTriggers(ctx, principal(from.Owner))
if err != nil {
return "", false
}
if code == "" {
return h.answerBare(ctx, from, verb, all)
}
detail := byTextFrom(from.Sender)
for _, t := range all {
if t.Route.Binding != from.Binding || t.Route.Code != code {
continue
}
switch {
case t.Pending():
return h.answerProposal(ctx, from, t, verb, detail)
case verb == "cancel" && t.Route.Auto && !t.Proposed && t.Enabled:
return h.cancelAuto(ctx, from, t, detail)
}
}
return "", false
}
// sameThread says whether the proposal or trigger was made where the sender
// writes now.
func sameThread(t triggers.Trigger, from PhraseFrom) bool {
return t.Route.Chat == from.Chat && t.Route.Thread == from.Thread
}
// canAnswer asks the capability gate whether the sender may answer proposals
// of the binding.
func (h *Triggers) canAnswer(ctx context.Context, from PhraseFrom) bool {
return h.svc.allowCap(ctx, CapabilityRequest{Capability: CapProposalsConfirm, Binding: from.Binding, Owner: from.Owner, Agent: from.Agent,
Sender: from.Sender, Username: from.Username, Roles: from.Roles, Kind: "trigger"})
}
// answerBare answers with a word that has no code. It acts only when the
// meaning is clear: the sender may answer, and exactly one proposal waits in
// this place (or, for a cancel, exactly one trigger was just made here without
// asking). Otherwise the message goes on to the agent, except when several
// proposals wait: then the sender is told to use a code.
func (h *Triggers) answerBare(ctx context.Context, from PhraseFrom, verb string, all []triggers.Trigger) (string, bool) {
now := h.o.Clock()
var waiting, fresh, lapsed []triggers.Trigger
for _, t := range all {
switch {
case t.Pending() && t.Route.Binding == from.Binding && sameThread(t, from):
if t.Expired(now) {
if cur := h.lapse(ctx, t); cur.Outcome == triggers.OutcomeExpired {
lapsed = append(lapsed, cur)
}
continue
}
waiting = append(waiting, t)
case t.Proposed && t.Outcome == triggers.OutcomeExpired && !t.IsChange() && t.Route.Binding == from.Binding && sameThread(t, from) &&
now.Sub(t.OutcomeAt) < lapsedWindow:
lapsed = append(lapsed, t)
case verb == "cancel" && t.Route.Auto && !t.Proposed && t.Enabled && t.Route.Binding == from.Binding && sameThread(t, from) &&
now.Sub(t.Route.ProposedAt) < cancelWindow:
fresh = append(fresh, t)
}
}
if len(waiting)+len(fresh) == 0 && len(lapsed) == 0 {
return "", false
}
detail := byTextFrom(from.Sender)
if len(waiting)+len(fresh) == 0 {
// The proposal this word answers has just lapsed: say so, so the person
// does not think it started.
if !h.canAnswer(ctx, from) {
return "", false
}
return from.Voice.T("proposal.gone"), true
}
if !h.canAnswer(ctx, from) {
// An ordinary "ok" from someone who cannot answer is just a message.
h.audit(ctx, proposals.ActionRefuse, append(waiting, fresh...)[0], "not allowed; "+detail)
return "", false
}
switch {
case len(waiting) == 1 && len(fresh) == 0:
return h.answerProposal(ctx, from, waiting[0], verb, detail)
case len(waiting) == 0 && len(fresh) == 1:
return h.cancelAuto(ctx, from, fresh[0], detail)
}
var b strings.Builder
b.WriteString(from.Voice.T("proposal.multi"))
for _, t := range append(waiting, fresh...) {
fmt.Fprintf(&b, "\n%s: %q", t.Route.Code, t.Name)
}
return b.String(), true
}
// answerProposal confirms or cancels the waiting proposal p.
func (h *Triggers) answerProposal(ctx context.Context, from PhraseFrom, p triggers.Trigger, verb, detail string) (string, bool) {
if p.Expired(h.o.Clock()) {
h.lapse(ctx, p)
return from.Voice.T("proposal.gone"), true
}
if !sameThread(p, from) {
h.audit(ctx, proposals.ActionRefuse, p, "wrong place; "+detail)
return from.Voice.T("proposal.place"), true
}
if !h.canAnswer(ctx, from) {
h.audit(ctx, proposals.ActionRefuse, p, "not allowed; "+detail)
return from.Voice.T("proposal.no_right"), true
}
if verb == "cancel" {
if err := h.DismissProposal(ctx, p.Owner, p.ID); err != nil {
return from.Voice.T("proposal.failed", "error", toolErr(err)), true
}
h.audit(ctx, proposals.ActionDismiss, p, detail)
return from.Voice.T("proposal.cancelled"), true
}
t, err := h.ConfirmProposal(ctx, p.Owner, p.ID, "")
if err != nil {
h.audit(ctx, proposals.ActionRefuse, p, "confirm failed; "+detail)
return from.Voice.T("proposal.failed", "error", toolErr(err)), true
}
h.audit(ctx, proposals.ActionConfirm, t, detail)
v := from.Voice
return v.T("proposal.confirmed", "name", strconv.Quote(t.Name), "when", h.whenTextIn(v, t), "cost", h.costText(v, t), "acts", actsText(v, t, false)), true
}
// cancelAuto removes a trigger that was made without asking.
func (h *Triggers) cancelAuto(ctx context.Context, from PhraseFrom, t triggers.Trigger, detail string) (string, bool) {
if !sameThread(t, from) {
h.audit(ctx, proposals.ActionRefuse, t, "wrong place; "+detail)
return from.Voice.T("proposal.place"), true
}
if !h.canAnswer(ctx, from) {
h.audit(ctx, proposals.ActionRefuse, t, "not allowed; "+detail)
return from.Voice.T("proposal.no_right"), true
}
if err := h.DeleteTrigger(ctx, t.Owner, t.ID); err != nil {
return from.Voice.T("proposal.failed", "error", toolErr(err)), true
}
h.audit(ctx, proposals.ActionDismiss, t, "removed after automatic setup; "+detail)
return from.Voice.T("proposal.auto_cancelled", "name", strconv.Quote(t.Name)), true
}
// proposalText is what the host writes in the chat where a proposal was made.
// It shows what the run will do and costs, so a person can answer it from
// there, and how to answer.
func (h *Triggers) proposalText(v hostmsg.Voice, t triggers.Trigger, note string, dr DroppedActs, canAsk bool) string {
prompt := strings.Join(strings.Fields(t.Prompt), " ")
if utf8.RuneCountInString(prompt) > 280 {
prompt = string([]rune(prompt)[:280]) + "…"
}
var mode string
switch t.Route.ModeOrDefault() {
case triggers.ModeOnChange:
mode = v.T("trigger.mode.on_change")
case triggers.ModeOnProblem:
mode = v.T("trigger.mode.on_problem")
}
extra := ""
if note != "" {
extra = v.T("trigger.not_asked", "note", note)
}
perms := actsText(v, t, canAsk)
if d := dr.TextIn(v); d != "" {
perms += " " + d
}
return v.T("trigger.proposal", "code", t.Route.Code, "name", strconv.Quote(t.Name), "when", lowerFirst(h.whenTextIn(v, t)), "prompt", prompt,
"cost", h.costText(v, t), "where", resultsGo(v, t), "mode", mode, "perms", perms, "extra", extra)
}
// resultsGo says where the results of a trigger go, for the text of a proposal.
func resultsGo(v hostmsg.Voice, t triggers.Trigger) string {
switch t.Route.TargetOrDefault() {
case triggers.TargetOrigin:
return v.T("trigger.where.chat")
case triggers.TargetChannel:
return v.T("trigger.where.channel", "channel", t.Route.Channel)
}
return v.T("trigger.where.inbox")
}
// Announce writes the proposal, with its code, in the chat where it was made.
// It reports whether the text was sent or queued.
func (h *Triggers) Announce(ctx context.Context, t triggers.Trigger) bool {
return h.announce(ctx, t, "", DroppedActs{})
}
// announce is Announce with a note that says why the proposal was not made
// without asking, when the approval of the binding would have allowed it.
func (h *Triggers) announce(ctx context.Context, t triggers.Trigger, note string, dr DroppedActs) bool {
c := h.svc.connectors
if c == nil || !t.Route.FromConnector() || t.Route.Chat == "" {
return false
}
_, err := c.Post(ctx, Post{Binding: t.Route.Binding, Chat: t.Route.Chat, Thread: t.Route.Thread, Text: h.proposalText(c.voiceOf(ctx, t.Route.Binding, "", t.Route.Chat), t, note, dr, h.canAskActs(ctx, t))})
if err != nil {
h.log.Warn("studio: could not write a proposal to its chat", "trigger", t.ID, "error", err)
return false
}
return true
}
// ---- Pause ----
// capOff says whether the runs of a trigger that a connector chat proposed
// are paused because its capability is off now. A trigger made in Studio never
// is. It writes the audit line when the state changes.
func (h *Triggers) capOff(ctx context.Context, t triggers.Trigger) bool {
if !t.Route.FromConnector() {
return false
}
off := !h.svc.allowCap(ctx, CapabilityRequest{Capability: CapTriggersRun, Binding: t.Route.Binding, Owner: t.Owner, Agent: t.AgentID})
h.mu.Lock()
was := h.paused[t.ID]
if h.paused == nil {
h.paused = map[string]bool{}
}
h.paused[t.ID] = off
h.mu.Unlock()
switch {
case off && !was:
h.audit(ctx, proposals.ActionPause, t, reasonCapOff)
case !off && was:
h.audit(ctx, proposals.ActionResume, t, "")
}
return off
}
// ---- Delivery ----
// neutralMentions breaks the forms that notify a whole channel, so a run's
// text cannot ping everyone: a zero-width space after the opening sign.
var neutralMentions = regexp.MustCompile(`(?i)(@|<!)(channel|here|everyone|all|subteam)`)
// reportText is the text of a run as it is written to a chat: at most
// MaxReportRunes, with the mentions that notify everyone broken.
func reportText(s string) string {
s = strings.TrimSpace(s)
if utf8.RuneCountInString(s) > MaxReportRunes {
s = string([]rune(s)[:MaxReportRunes]) + "…"
}
return neutralMentions.ReplaceAllString(s, "${1}​${2}")
}
// report delivers the end of a successful run as its trigger asks, and says
// whether the Inbox notice is left out: it is when the run is silent, when its
// mode does not call for it, or when it was written to the chat. When the
// delivery fails it returns false so that the Inbox gets the notice.
func (h *Triggers) report(ctx context.Context, t triggers.Trigger, run triggers.Run, text string) bool {
text = strings.TrimSpace(text)
if text == SilentMark {
h.audit(ctx, proposals.ActionDeliver, t, "silent")
return true
}
switch t.Route.ModeOrDefault() {
case triggers.ModeOnProblem:
return true
case triggers.ModeOnChange:
if !h.changed(ctx, t, run, text) {
return true
}
}
if t.Route.TargetOrDefault() == triggers.TargetChannel {
return h.deliverChannel(ctx, t, t.Name+"\n\n"+reportText(text), func() {
h.tell(context.WithoutCancel(ctx), t, run.ChatID, notify.KindRunEnded, notify.StatusOK, t.Name+" finished", text)
})
}
if t.Route.TargetOrDefault() != triggers.TargetOrigin {
return false
}
body := t.Name + "\n\n" + reportText(text)
return h.deliverOrigin(ctx, t, body, func() {
h.tell(context.WithoutCancel(ctx), t, run.ChatID, notify.KindRunEnded, notify.StatusOK, t.Name+" finished", text)
})
}
// deliverOrigin writes body in the chat where the trigger was proposed. It
// checks, now and not when the trigger was made, that the binding is on and
// the capability is held. fallback is what runs when a queued message cannot
// be sent later. It reports whether the message was sent or queued.
func (h *Triggers) deliverOrigin(ctx context.Context, t triggers.Trigger, body string, fallback func()) bool {
c := h.svc.connectors
switch {
case c == nil:
h.audit(ctx, proposals.ActionDeliver, t, "refused: connectors are off")
return false
case !h.svc.allowCap(ctx, CapabilityRequest{Capability: CapTriggersRun, Binding: t.Route.Binding, Owner: t.Owner, Agent: t.AgentID}):
h.audit(ctx, proposals.ActionDeliver, t, "refused: capability off")
return false
}
queued, err := c.Post(ctx, Post{Binding: t.Route.Binding, Chat: t.Route.Chat, Thread: t.Route.Thread, Text: body,
OnFail: func(error) {
h.audit(context.Background(), proposals.ActionDeliver, t, "failed; sent to the Inbox")
fallback()
}})
if err != nil {
h.audit(ctx, proposals.ActionDeliver, t, "failed; sent to the Inbox: "+err.Error())
return false
}
if queued {
h.audit(ctx, proposals.ActionDeliver, t, "origin, queued")
} else {
h.audit(ctx, proposals.ActionDeliver, t, "origin, sent")
}
return true
}
// changed says whether the answer of a run differs from the one of the run
// before it. A run with no earlier answer is a change.
func (h *Triggers) changed(ctx context.Context, t triggers.Trigger, run triggers.Run, text string) bool {
runs, err := h.o.Store.ListRuns(ctx, t.ID, 5)
if err != nil {
return true
}
for _, r := range runs {
if r.ID == run.ID || r.Status != triggers.StatusDone || r.ChatID == "" {
continue
}
prev := strings.TrimSpace(h.svc.finalText(ctx, r.ChatID))
return prev == "" || prev != text
}
return true
}
// reportFailure raises the alert for a trigger whose last runs all failed: one
// message to the chat of a trigger that reports there, at most once in
// failureAlertEvery for each trigger. The Inbox gets every failure already.
func (h *Triggers) reportFailure(ctx context.Context, t triggers.Trigger, reason string) {
if t.Route.TargetOrDefault() != triggers.TargetOrigin {
return
}
if t.OneOff() {
// A timer has no second run to wait for: say at once that it failed.
h.deliverOrigin(ctx, t, h.voiceOf(ctx, t).T("trigger.failed", "name", t.Name, "reason", reportText(reason)), func() {})
return
}
runs, err := h.o.Store.ListRuns(ctx, t.ID, failureAlertAfter)
if err != nil || len(runs) < failureAlertAfter {
return
}
for _, r := range runs {
if r.Status != triggers.StatusFailed {
return
}
}
now := h.o.Clock()
h.mu.Lock()
if h.alerted == nil {
h.alerted = map[string]time.Time{}
}
if last, ok := h.alerted[t.ID]; ok && now.Sub(last) < failureAlertEvery {
h.mu.Unlock()
return
}
h.alerted[t.ID] = now
h.mu.Unlock()
body := h.voiceOf(ctx, t).T("trigger.failed_n", "name", t.Name, "n", failureAlertAfter, "reason", reportText(reason))
h.deliverOrigin(ctx, t, body, func() {})
}