1package agent
  2
  3import (
  4	"context"
  5	_ "embed"
  6	"errors"
  7	"fmt"
  8	"log/slog"
  9	"os"
 10	"strconv"
 11	"strings"
 12	"sync"
 13	"time"
 14
 15	"charm.land/fantasy"
 16	"charm.land/fantasy/providers/anthropic"
 17	"charm.land/fantasy/providers/bedrock"
 18	"charm.land/fantasy/providers/google"
 19	"charm.land/fantasy/providers/openai"
 20	"charm.land/fantasy/providers/openrouter"
 21	"github.com/charmbracelet/catwalk/pkg/catwalk"
 22	"github.com/charmbracelet/crush/internal/agent/tools"
 23	"github.com/charmbracelet/crush/internal/config"
 24	"github.com/charmbracelet/crush/internal/csync"
 25	"github.com/charmbracelet/crush/internal/message"
 26	"github.com/charmbracelet/crush/internal/permission"
 27	"github.com/charmbracelet/crush/internal/session"
 28)
 29
 30//go:embed templates/title.md
 31var titlePrompt []byte
 32
 33//go:embed templates/summary.md
 34var summaryPrompt []byte
 35
 36type SessionAgentCall struct {
 37	SessionID        string
 38	Prompt           string
 39	ProviderOptions  fantasy.ProviderOptions
 40	Attachments      []message.Attachment
 41	MaxOutputTokens  int64
 42	Temperature      *float64
 43	TopP             *float64
 44	TopK             *int64
 45	FrequencyPenalty *float64
 46	PresencePenalty  *float64
 47}
 48
 49type SessionAgent interface {
 50	Run(context.Context, SessionAgentCall) (*fantasy.AgentResult, error)
 51	SetModels(large Model, small Model)
 52	SetTools(tools []fantasy.AgentTool)
 53	Cancel(sessionID string)
 54	CancelAll()
 55	IsSessionBusy(sessionID string) bool
 56	IsBusy() bool
 57	QueuedPrompts(sessionID string) int
 58	ClearQueue(sessionID string)
 59	Summarize(context.Context, string, fantasy.ProviderOptions) error
 60	Model() Model
 61}
 62
 63type Model struct {
 64	Model      fantasy.LanguageModel
 65	CatwalkCfg catwalk.Model
 66	ModelCfg   config.SelectedModel
 67}
 68
 69type sessionAgent struct {
 70	largeModel           Model
 71	smallModel           Model
 72	systemPromptPrefix   string
 73	systemPrompt         string
 74	tools                []fantasy.AgentTool
 75	sessions             session.Service
 76	messages             message.Service
 77	disableAutoSummarize bool
 78	isYolo               bool
 79
 80	messageQueue   *csync.Map[string, []SessionAgentCall]
 81	activeRequests *csync.Map[string, context.CancelFunc]
 82}
 83
 84type SessionAgentOptions struct {
 85	LargeModel           Model
 86	SmallModel           Model
 87	SystemPromptPrefix   string
 88	SystemPrompt         string
 89	DisableAutoSummarize bool
 90	IsYolo               bool
 91	Sessions             session.Service
 92	Messages             message.Service
 93	Tools                []fantasy.AgentTool
 94}
 95
 96func NewSessionAgent(
 97	opts SessionAgentOptions,
 98) SessionAgent {
 99	return &sessionAgent{
100		largeModel:           opts.LargeModel,
101		smallModel:           opts.SmallModel,
102		systemPromptPrefix:   opts.SystemPromptPrefix,
103		systemPrompt:         opts.SystemPrompt,
104		sessions:             opts.Sessions,
105		messages:             opts.Messages,
106		disableAutoSummarize: opts.DisableAutoSummarize,
107		tools:                opts.Tools,
108		isYolo:               opts.IsYolo,
109		messageQueue:         csync.NewMap[string, []SessionAgentCall](),
110		activeRequests:       csync.NewMap[string, context.CancelFunc](),
111	}
112}
113
114func (a *sessionAgent) Run(ctx context.Context, call SessionAgentCall) (*fantasy.AgentResult, error) {
115	if call.Prompt == "" {
116		return nil, ErrEmptyPrompt
117	}
118	if call.SessionID == "" {
119		return nil, ErrSessionMissing
120	}
121
122	// Queue the message if busy
123	if a.IsSessionBusy(call.SessionID) {
124		existing, ok := a.messageQueue.Get(call.SessionID)
125		if !ok {
126			existing = []SessionAgentCall{}
127		}
128		existing = append(existing, call)
129		a.messageQueue.Set(call.SessionID, existing)
130		return nil, nil
131	}
132
133	if len(a.tools) > 0 {
134		// add anthropic caching to the last tool
135		a.tools[len(a.tools)-1].SetProviderOptions(a.getCacheControlOptions())
136	}
137
138	agent := fantasy.NewAgent(
139		a.largeModel.Model,
140		fantasy.WithSystemPrompt(a.systemPrompt),
141		fantasy.WithTools(a.tools...),
142	)
143
144	sessionLock := sync.Mutex{}
145	currentSession, err := a.sessions.Get(ctx, call.SessionID)
146	if err != nil {
147		return nil, fmt.Errorf("failed to get session: %w", err)
148	}
149
150	msgs, err := a.getSessionMessages(ctx, currentSession)
151	if err != nil {
152		return nil, fmt.Errorf("failed to get session messages: %w", err)
153	}
154
155	var wg sync.WaitGroup
156	// Generate title if first message
157	if len(msgs) == 0 {
158		wg.Go(func() {
159			sessionLock.Lock()
160			a.generateTitle(ctx, ¤tSession, call.Prompt)
161			sessionLock.Unlock()
162		})
163	}
164
165	// Add the user message to the session
166	_, err = a.createUserMessage(ctx, call)
167	if err != nil {
168		return nil, err
169	}
170
171	// add the session to the context
172	ctx = context.WithValue(ctx, tools.SessionIDContextKey, call.SessionID)
173
174	genCtx, cancel := context.WithCancel(ctx)
175	a.activeRequests.Set(call.SessionID, cancel)
176
177	defer cancel()
178	defer a.activeRequests.Del(call.SessionID)
179
180	history, files := a.preparePrompt(msgs, call.Attachments...)
181
182	startTime := time.Now()
183	a.eventPromptSent(call.SessionID)
184
185	var currentAssistant *message.Message
186	var shouldSummarize bool
187	result, err := agent.Stream(genCtx, fantasy.AgentStreamCall{
188		Prompt:           call.Prompt,
189		Files:            files,
190		Messages:         history,
191		ProviderOptions:  call.ProviderOptions,
192		MaxOutputTokens:  &call.MaxOutputTokens,
193		TopP:             call.TopP,
194		Temperature:      call.Temperature,
195		PresencePenalty:  call.PresencePenalty,
196		TopK:             call.TopK,
197		FrequencyPenalty: call.FrequencyPenalty,
198		// Before each step create the new assistant message
199		PrepareStep: func(callContext context.Context, options fantasy.PrepareStepFunctionOptions) (_ context.Context, prepared fantasy.PrepareStepResult, err error) {
200			prepared.Messages = options.Messages
201			// reset all cached items
202			for i := range prepared.Messages {
203				prepared.Messages[i].ProviderOptions = nil
204			}
205
206			queuedCalls, _ := a.messageQueue.Get(call.SessionID)
207			a.messageQueue.Del(call.SessionID)
208			for _, queued := range queuedCalls {
209				userMessage, createErr := a.createUserMessage(callContext, queued)
210				if createErr != nil {
211					return callContext, prepared, createErr
212				}
213				prepared.Messages = append(prepared.Messages, userMessage.ToAIMessage()...)
214			}
215
216			lastSystemRoleInx := 0
217			systemMessageUpdated := false
218			for i, msg := range prepared.Messages {
219				// only add cache control to the last message
220				if msg.Role == fantasy.MessageRoleSystem {
221					lastSystemRoleInx = i
222				} else if !systemMessageUpdated {
223					prepared.Messages[lastSystemRoleInx].ProviderOptions = a.getCacheControlOptions()
224					systemMessageUpdated = true
225				}
226				// than add cache control to the last 2 messages
227				if i > len(prepared.Messages)-3 {
228					prepared.Messages[i].ProviderOptions = a.getCacheControlOptions()
229				}
230			}
231
232			if a.systemPromptPrefix != "" {
233				prepared.Messages = append([]fantasy.Message{fantasy.NewSystemMessage(a.systemPromptPrefix)}, prepared.Messages...)
234			}
235
236			var assistantMsg message.Message
237			assistantMsg, err = a.messages.Create(callContext, call.SessionID, message.CreateMessageParams{
238				Role:     message.Assistant,
239				Parts:    []message.ContentPart{},
240				Model:    a.largeModel.ModelCfg.Model,
241				Provider: a.largeModel.ModelCfg.Provider,
242			})
243			if err != nil {
244				return callContext, prepared, err
245			}
246			callContext = context.WithValue(callContext, tools.MessageIDContextKey, assistantMsg.ID)
247			currentAssistant = &assistantMsg
248			return callContext, prepared, err
249		},
250		OnReasoningStart: func(id string, reasoning fantasy.ReasoningContent) error {
251			currentAssistant.AppendReasoningContent(reasoning.Text)
252			return a.messages.Update(genCtx, *currentAssistant)
253		},
254		OnReasoningDelta: func(id string, text string) error {
255			currentAssistant.AppendReasoningContent(text)
256			return a.messages.Update(genCtx, *currentAssistant)
257		},
258		OnReasoningEnd: func(id string, reasoning fantasy.ReasoningContent) error {
259			// handle anthropic signature
260			if anthropicData, ok := reasoning.ProviderMetadata[anthropic.Name]; ok {
261				if reasoning, ok := anthropicData.(*anthropic.ReasoningOptionMetadata); ok {
262					currentAssistant.AppendReasoningSignature(reasoning.Signature)
263				}
264			}
265			if googleData, ok := reasoning.ProviderMetadata[google.Name]; ok {
266				if reasoning, ok := googleData.(*google.ReasoningMetadata); ok {
267					currentAssistant.AppendReasoningSignature(reasoning.Signature)
268				}
269			}
270			if openaiData, ok := reasoning.ProviderMetadata[openai.Name]; ok {
271				if reasoning, ok := openaiData.(*openai.ResponsesReasoningMetadata); ok {
272					currentAssistant.SetReasoningResponsesData(reasoning)
273				}
274			}
275			currentAssistant.FinishThinking()
276			return a.messages.Update(genCtx, *currentAssistant)
277		},
278		OnTextDelta: func(id string, text string) error {
279			currentAssistant.AppendContent(text)
280			return a.messages.Update(genCtx, *currentAssistant)
281		},
282		OnToolInputStart: func(id string, toolName string) error {
283			toolCall := message.ToolCall{
284				ID:               id,
285				Name:             toolName,
286				ProviderExecuted: false,
287				Finished:         false,
288			}
289			currentAssistant.AddToolCall(toolCall)
290			return a.messages.Update(genCtx, *currentAssistant)
291		},
292		OnRetry: func(err *fantasy.APICallError, delay time.Duration) {
293			// TODO: implement
294		},
295		OnToolCall: func(tc fantasy.ToolCallContent) error {
296			toolCall := message.ToolCall{
297				ID:               tc.ToolCallID,
298				Name:             tc.ToolName,
299				Input:            tc.Input,
300				ProviderExecuted: false,
301				Finished:         true,
302			}
303			currentAssistant.AddToolCall(toolCall)
304			return a.messages.Update(genCtx, *currentAssistant)
305		},
306		OnToolResult: func(result fantasy.ToolResultContent) error {
307			var resultContent string
308			isError := false
309			switch result.Result.GetType() {
310			case fantasy.ToolResultContentTypeText:
311				r, ok := fantasy.AsToolResultOutputType[fantasy.ToolResultOutputContentText](result.Result)
312				if ok {
313					resultContent = r.Text
314				}
315			case fantasy.ToolResultContentTypeError:
316				r, ok := fantasy.AsToolResultOutputType[fantasy.ToolResultOutputContentError](result.Result)
317				if ok {
318					isError = true
319					resultContent = r.Error.Error()
320				}
321			case fantasy.ToolResultContentTypeMedia:
322				// TODO: handle this message type
323			}
324			toolResult := message.ToolResult{
325				ToolCallID: result.ToolCallID,
326				Name:       result.ToolName,
327				Content:    resultContent,
328				IsError:    isError,
329				Metadata:   result.ClientMetadata,
330			}
331			_, createMsgErr := a.messages.Create(genCtx, currentAssistant.SessionID, message.CreateMessageParams{
332				Role: message.Tool,
333				Parts: []message.ContentPart{
334					toolResult,
335				},
336			})
337			if createMsgErr != nil {
338				return createMsgErr
339			}
340			return nil
341		},
342		OnStepFinish: func(stepResult fantasy.StepResult) error {
343			finishReason := message.FinishReasonUnknown
344			switch stepResult.FinishReason {
345			case fantasy.FinishReasonLength:
346				finishReason = message.FinishReasonMaxTokens
347			case fantasy.FinishReasonStop:
348				finishReason = message.FinishReasonEndTurn
349			case fantasy.FinishReasonToolCalls:
350				finishReason = message.FinishReasonToolUse
351			}
352			currentAssistant.AddFinish(finishReason, "", "")
353			a.updateSessionUsage(a.largeModel, ¤tSession, stepResult.Usage, a.openrouterCost(stepResult.ProviderMetadata))
354			sessionLock.Lock()
355			_, sessionErr := a.sessions.Save(genCtx, currentSession)
356			sessionLock.Unlock()
357			if sessionErr != nil {
358				return sessionErr
359			}
360			return a.messages.Update(genCtx, *currentAssistant)
361		},
362		StopWhen: []fantasy.StopCondition{
363			func(_ []fantasy.StepResult) bool {
364				contextWindow := a.largeModel.CatwalkCfg.ContextWindow
365				tokens := currentSession.CompletionTokens + currentSession.PromptTokens
366				percentage := (float64(tokens) / float64(contextWindow)) * 100
367				if (percentage > 80) && !a.disableAutoSummarize {
368					shouldSummarize = true
369					return true
370				}
371				return false
372			},
373		},
374	})
375
376	a.eventPromptResponded(call.SessionID, time.Since(startTime).Truncate(time.Second))
377
378	if err != nil {
379		isCancelErr := errors.Is(err, context.Canceled)
380		isPermissionErr := errors.Is(err, permission.ErrorPermissionDenied)
381		if currentAssistant == nil {
382			return result, err
383		}
384		// Ensure we finish thinking on error to close the reasoning state
385		currentAssistant.FinishThinking()
386		toolCalls := currentAssistant.ToolCalls()
387		// INFO: we use the parent context here because the genCtx has been cancelled
388		msgs, createErr := a.messages.List(ctx, currentAssistant.SessionID)
389		if createErr != nil {
390			return nil, createErr
391		}
392		for _, tc := range toolCalls {
393			if !tc.Finished {
394				tc.Finished = true
395				tc.Input = "{}"
396				currentAssistant.AddToolCall(tc)
397				updateErr := a.messages.Update(ctx, *currentAssistant)
398				if updateErr != nil {
399					return nil, updateErr
400				}
401			}
402
403			found := false
404			for _, msg := range msgs {
405				if msg.Role == message.Tool {
406					for _, tr := range msg.ToolResults() {
407						if tr.ToolCallID == tc.ID {
408							found = true
409							break
410						}
411					}
412				}
413				if found {
414					break
415				}
416			}
417			if found {
418				continue
419			}
420			content := "There was an error while executing the tool"
421			if isCancelErr {
422				content = "Tool execution canceled by user"
423			} else if isPermissionErr {
424				content = "Permission denied"
425			}
426			toolResult := message.ToolResult{
427				ToolCallID: tc.ID,
428				Name:       tc.Name,
429				Content:    content,
430				IsError:    true,
431			}
432			_, createErr = a.messages.Create(context.Background(), currentAssistant.SessionID, message.CreateMessageParams{
433				Role: message.Tool,
434				Parts: []message.ContentPart{
435					toolResult,
436				},
437			})
438			if createErr != nil {
439				return nil, createErr
440			}
441		}
442		if isCancelErr {
443			currentAssistant.AddFinish(message.FinishReasonCanceled, "Request cancelled", "")
444		} else if isPermissionErr {
445			currentAssistant.AddFinish(message.FinishReasonPermissionDenied, "Permission denied", "")
446		} else {
447			currentAssistant.AddFinish(message.FinishReasonError, "API Error", err.Error())
448		}
449		// INFO: we use the parent context here because the genCtx has been cancelled
450		updateErr := a.messages.Update(ctx, *currentAssistant)
451		if updateErr != nil {
452			return nil, updateErr
453		}
454		return nil, err
455	}
456	wg.Wait()
457
458	if shouldSummarize {
459		a.activeRequests.Del(call.SessionID)
460		if summarizeErr := a.Summarize(genCtx, call.SessionID, call.ProviderOptions); summarizeErr != nil {
461			return nil, summarizeErr
462		}
463		// if the agent was not done...
464		if len(currentAssistant.ToolCalls()) > 0 {
465			existing, ok := a.messageQueue.Get(call.SessionID)
466			if !ok {
467				existing = []SessionAgentCall{}
468			}
469			call.Prompt = fmt.Sprintf("The previous session was interrupted because it got too long, the initial user request was: `%s`", call.Prompt)
470			existing = append(existing, call)
471			a.messageQueue.Set(call.SessionID, existing)
472		}
473	}
474
475	// release active request before processing queued messages
476	a.activeRequests.Del(call.SessionID)
477	cancel()
478
479	queuedMessages, ok := a.messageQueue.Get(call.SessionID)
480	if !ok || len(queuedMessages) == 0 {
481		return result, err
482	}
483	// there are queued messages restart the loop
484	firstQueuedMessage := queuedMessages[0]
485	a.messageQueue.Set(call.SessionID, queuedMessages[1:])
486	return a.Run(ctx, firstQueuedMessage)
487}
488
489func (a *sessionAgent) Summarize(ctx context.Context, sessionID string, opts fantasy.ProviderOptions) error {
490	if a.IsSessionBusy(sessionID) {
491		return ErrSessionBusy
492	}
493
494	currentSession, err := a.sessions.Get(ctx, sessionID)
495	if err != nil {
496		return fmt.Errorf("failed to get session: %w", err)
497	}
498	msgs, err := a.getSessionMessages(ctx, currentSession)
499	if err != nil {
500		return err
501	}
502	if len(msgs) == 0 {
503		// nothing to summarize
504		return nil
505	}
506
507	aiMsgs, _ := a.preparePrompt(msgs)
508
509	genCtx, cancel := context.WithCancel(ctx)
510	a.activeRequests.Set(sessionID, cancel)
511	defer a.activeRequests.Del(sessionID)
512	defer cancel()
513
514	agent := fantasy.NewAgent(a.largeModel.Model,
515		fantasy.WithSystemPrompt(string(summaryPrompt)),
516	)
517	summaryMessage, err := a.messages.Create(ctx, sessionID, message.CreateMessageParams{
518		Role:             message.Assistant,
519		Model:            a.largeModel.Model.Model(),
520		Provider:         a.largeModel.Model.Provider(),
521		IsSummaryMessage: true,
522	})
523	if err != nil {
524		return err
525	}
526
527	resp, err := agent.Stream(genCtx, fantasy.AgentStreamCall{
528		Prompt:          "Provide a detailed summary of our conversation above.",
529		Messages:        aiMsgs,
530		ProviderOptions: opts,
531		OnReasoningDelta: func(id string, text string) error {
532			summaryMessage.AppendReasoningContent(text)
533			return a.messages.Update(genCtx, summaryMessage)
534		},
535		OnReasoningEnd: func(id string, reasoning fantasy.ReasoningContent) error {
536			// handle anthropic signature
537			if anthropicData, ok := reasoning.ProviderMetadata["anthropic"]; ok {
538				if signature, ok := anthropicData.(*anthropic.ReasoningOptionMetadata); ok && signature.Signature != "" {
539					summaryMessage.AppendReasoningSignature(signature.Signature)
540				}
541			}
542			summaryMessage.FinishThinking()
543			return a.messages.Update(genCtx, summaryMessage)
544		},
545		OnTextDelta: func(id, text string) error {
546			summaryMessage.AppendContent(text)
547			return a.messages.Update(genCtx, summaryMessage)
548		},
549	})
550	if err != nil {
551		isCancelErr := errors.Is(err, context.Canceled)
552		if isCancelErr {
553			// User cancelled summarize we need to remove the summary message
554			deleteErr := a.messages.Delete(ctx, summaryMessage.ID)
555			return deleteErr
556		}
557		return err
558	}
559
560	summaryMessage.AddFinish(message.FinishReasonEndTurn, "", "")
561	err = a.messages.Update(genCtx, summaryMessage)
562	if err != nil {
563		return err
564	}
565
566	var openrouterCost *float64
567	for _, step := range resp.Steps {
568		stepCost := a.openrouterCost(step.ProviderMetadata)
569		if stepCost != nil {
570			newCost := *stepCost
571			if openrouterCost != nil {
572				newCost += *openrouterCost
573			}
574			openrouterCost = &newCost
575		}
576	}
577
578	a.updateSessionUsage(a.largeModel, ¤tSession, resp.TotalUsage, openrouterCost)
579
580	// just in case get just the last usage
581	usage := resp.Response.Usage
582	currentSession.SummaryMessageID = summaryMessage.ID
583	currentSession.CompletionTokens = usage.OutputTokens
584	currentSession.PromptTokens = 0
585	_, err = a.sessions.Save(genCtx, currentSession)
586	return err
587}
588
589func (a *sessionAgent) getCacheControlOptions() fantasy.ProviderOptions {
590	if t, _ := strconv.ParseBool(os.Getenv("CRUSH_DISABLE_ANTHROPIC_CACHE")); t {
591		return fantasy.ProviderOptions{}
592	}
593	return fantasy.ProviderOptions{
594		anthropic.Name: &anthropic.ProviderCacheControlOptions{
595			CacheControl: anthropic.CacheControl{Type: "ephemeral"},
596		},
597		bedrock.Name: &anthropic.ProviderCacheControlOptions{
598			CacheControl: anthropic.CacheControl{Type: "ephemeral"},
599		},
600	}
601}
602
603func (a *sessionAgent) createUserMessage(ctx context.Context, call SessionAgentCall) (message.Message, error) {
604	var attachmentParts []message.ContentPart
605	for _, attachment := range call.Attachments {
606		attachmentParts = append(attachmentParts, message.BinaryContent{Path: attachment.FilePath, MIMEType: attachment.MimeType, Data: attachment.Content})
607	}
608	parts := []message.ContentPart{message.TextContent{Text: call.Prompt}}
609	parts = append(parts, attachmentParts...)
610	msg, err := a.messages.Create(ctx, call.SessionID, message.CreateMessageParams{
611		Role:  message.User,
612		Parts: parts,
613	})
614	if err != nil {
615		return message.Message{}, fmt.Errorf("failed to create user message: %w", err)
616	}
617	return msg, nil
618}
619
620func (a *sessionAgent) preparePrompt(msgs []message.Message, attachments ...message.Attachment) ([]fantasy.Message, []fantasy.FilePart) {
621	var history []fantasy.Message
622	for _, m := range msgs {
623		if len(m.Parts) == 0 {
624			continue
625		}
626		// Assistant message without content or tool calls (cancelled before it returned anything)
627		if m.Role == message.Assistant && len(m.ToolCalls()) == 0 && m.Content().Text == "" && m.ReasoningContent().String() == "" {
628			continue
629		}
630		history = append(history, m.ToAIMessage()...)
631	}
632
633	var files []fantasy.FilePart
634	for _, attachment := range attachments {
635		files = append(files, fantasy.FilePart{
636			Filename:  attachment.FileName,
637			Data:      attachment.Content,
638			MediaType: attachment.MimeType,
639		})
640	}
641
642	return history, files
643}
644
645func (a *sessionAgent) getSessionMessages(ctx context.Context, session session.Session) ([]message.Message, error) {
646	msgs, err := a.messages.List(ctx, session.ID)
647	if err != nil {
648		return nil, fmt.Errorf("failed to list messages: %w", err)
649	}
650
651	if session.SummaryMessageID != "" {
652		summaryMsgInex := -1
653		for i, msg := range msgs {
654			if msg.ID == session.SummaryMessageID {
655				summaryMsgInex = i
656				break
657			}
658		}
659		if summaryMsgInex != -1 {
660			msgs = msgs[summaryMsgInex:]
661			msgs[0].Role = message.User
662		}
663	}
664	return msgs, nil
665}
666
667func (a *sessionAgent) generateTitle(ctx context.Context, session *session.Session, prompt string) {
668	if prompt == "" {
669		return
670	}
671
672	var maxOutput int64 = 40
673	if a.smallModel.CatwalkCfg.CanReason {
674		maxOutput = a.smallModel.CatwalkCfg.DefaultMaxTokens
675	}
676
677	agent := fantasy.NewAgent(a.smallModel.Model,
678		fantasy.WithSystemPrompt(string(titlePrompt)+"\n /no_think"),
679		fantasy.WithMaxOutputTokens(maxOutput),
680	)
681
682	resp, err := agent.Stream(ctx, fantasy.AgentStreamCall{
683		Prompt: fmt.Sprintf("Generate a concise title for the following content:\n\n%s\n <think>\n\n</think>", prompt),
684	})
685	if err != nil {
686		slog.Error("error generating title", "err", err)
687		return
688	}
689
690	title := resp.Response.Content.Text()
691
692	title = strings.ReplaceAll(title, "\n", " ")
693
694	// remove thinking tags if present
695	if idx := strings.Index(title, "</think>"); idx > 0 {
696		title = title[idx+len("</think>"):]
697	}
698
699	title = strings.TrimSpace(title)
700	if title == "" {
701		slog.Warn("failed to generate title", "warn", "empty title")
702		return
703	}
704
705	session.Title = title
706
707	var openrouterCost *float64
708	for _, step := range resp.Steps {
709		stepCost := a.openrouterCost(step.ProviderMetadata)
710		if stepCost != nil {
711			newCost := *stepCost
712			if openrouterCost != nil {
713				newCost += *openrouterCost
714			}
715			openrouterCost = &newCost
716		}
717	}
718
719	a.updateSessionUsage(a.smallModel, session, resp.TotalUsage, openrouterCost)
720	_, saveErr := a.sessions.Save(ctx, *session)
721	if saveErr != nil {
722		slog.Error("failed to save session title & usage", "error", saveErr)
723		return
724	}
725}
726
727func (a *sessionAgent) openrouterCost(metadata fantasy.ProviderMetadata) *float64 {
728	openrouterMetadata, ok := metadata[openrouter.Name]
729	if !ok {
730		return nil
731	}
732
733	opts, ok := openrouterMetadata.(*openrouter.ProviderMetadata)
734	if !ok {
735		return nil
736	}
737	return &opts.Usage.Cost
738}
739
740func (a *sessionAgent) updateSessionUsage(model Model, session *session.Session, usage fantasy.Usage, overrideCost *float64) {
741	modelConfig := model.CatwalkCfg
742	cost := modelConfig.CostPer1MInCached/1e6*float64(usage.CacheCreationTokens) +
743		modelConfig.CostPer1MOutCached/1e6*float64(usage.CacheReadTokens) +
744		modelConfig.CostPer1MIn/1e6*float64(usage.InputTokens) +
745		modelConfig.CostPer1MOut/1e6*float64(usage.OutputTokens)
746
747	a.eventTokensUsed(session.ID, model, usage, cost)
748
749	if overrideCost != nil {
750		session.Cost += *overrideCost
751	} else {
752		session.Cost += cost
753	}
754
755	session.CompletionTokens = usage.OutputTokens + usage.CacheReadTokens
756	session.PromptTokens = usage.InputTokens + usage.CacheCreationTokens
757}
758
759func (a *sessionAgent) Cancel(sessionID string) {
760	// Cancel regular requests
761	if cancel, ok := a.activeRequests.Take(sessionID); ok && cancel != nil {
762		slog.Info("Request cancellation initiated", "session_id", sessionID)
763		cancel()
764	}
765
766	// Also check for summarize requests
767	if cancel, ok := a.activeRequests.Take(sessionID + "-summarize"); ok && cancel != nil {
768		slog.Info("Summarize cancellation initiated", "session_id", sessionID)
769		cancel()
770	}
771
772	if a.QueuedPrompts(sessionID) > 0 {
773		slog.Info("Clearing queued prompts", "session_id", sessionID)
774		a.messageQueue.Del(sessionID)
775	}
776}
777
778func (a *sessionAgent) ClearQueue(sessionID string) {
779	if a.QueuedPrompts(sessionID) > 0 {
780		slog.Info("Clearing queued prompts", "session_id", sessionID)
781		a.messageQueue.Del(sessionID)
782	}
783}
784
785func (a *sessionAgent) CancelAll() {
786	if !a.IsBusy() {
787		return
788	}
789	for key := range a.activeRequests.Seq2() {
790		a.Cancel(key) // key is sessionID
791	}
792
793	timeout := time.After(5 * time.Second)
794	for a.IsBusy() {
795		select {
796		case <-timeout:
797			return
798		default:
799			time.Sleep(200 * time.Millisecond)
800		}
801	}
802}
803
804func (a *sessionAgent) IsBusy() bool {
805	var busy bool
806	for cancelFunc := range a.activeRequests.Seq() {
807		if cancelFunc != nil {
808			busy = true
809			break
810		}
811	}
812	return busy
813}
814
815func (a *sessionAgent) IsSessionBusy(sessionID string) bool {
816	_, busy := a.activeRequests.Get(sessionID)
817	return busy
818}
819
820func (a *sessionAgent) QueuedPrompts(sessionID string) int {
821	l, ok := a.messageQueue.Get(sessionID)
822	if !ok {
823		return 0
824	}
825	return len(l)
826}
827
828func (a *sessionAgent) SetModels(large Model, small Model) {
829	a.largeModel = large
830	a.smallModel = small
831}
832
833func (a *sessionAgent) SetTools(tools []fantasy.AgentTool) {
834	a.tools = tools
835}
836
837func (a *sessionAgent) Model() Model {
838	return a.largeModel
839}