| 123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517 |
- package agent
- import (
- "context"
- "errors"
- "fmt"
- "strings"
- "sync"
- "github.com/kujtimiihoxha/termai/internal/app"
- "github.com/kujtimiihoxha/termai/internal/config"
- "github.com/kujtimiihoxha/termai/internal/llm/models"
- "github.com/kujtimiihoxha/termai/internal/llm/prompt"
- "github.com/kujtimiihoxha/termai/internal/llm/provider"
- "github.com/kujtimiihoxha/termai/internal/llm/tools"
- "github.com/kujtimiihoxha/termai/internal/logging"
- "github.com/kujtimiihoxha/termai/internal/message"
- )
- type Agent interface {
- Generate(ctx context.Context, sessionID string, content string) error
- }
- type agent struct {
- *app.App
- model models.Model
- tools []tools.BaseTool
- agent provider.Provider
- titleGenerator provider.Provider
- }
- func (c *agent) handleTitleGeneration(ctx context.Context, sessionID, content string) {
- response, err := c.titleGenerator.SendMessages(
- ctx,
- []message.Message{
- {
- Role: message.User,
- Parts: []message.ContentPart{
- message.TextContent{
- Text: content,
- },
- },
- },
- },
- nil,
- )
- if err != nil {
- return
- }
- session, err := c.Sessions.Get(sessionID)
- if err != nil {
- return
- }
- if response.Content != "" {
- session.Title = response.Content
- session.Title = strings.TrimSpace(session.Title)
- session.Title = strings.ReplaceAll(session.Title, "\n", " ")
- c.Sessions.Save(session)
- }
- }
- func (c *agent) TrackUsage(sessionID string, model models.Model, usage provider.TokenUsage) error {
- session, err := c.Sessions.Get(sessionID)
- if err != nil {
- return err
- }
- cost := model.CostPer1MInCached/1e6*float64(usage.CacheCreationTokens) +
- model.CostPer1MOutCached/1e6*float64(usage.CacheReadTokens) +
- model.CostPer1MIn/1e6*float64(usage.InputTokens) +
- model.CostPer1MOut/1e6*float64(usage.OutputTokens)
- session.Cost += cost
- session.CompletionTokens += usage.OutputTokens
- session.PromptTokens += usage.InputTokens
- _, err = c.Sessions.Save(session)
- return err
- }
- func (c *agent) processEvent(
- sessionID string,
- assistantMsg *message.Message,
- event provider.ProviderEvent,
- ) error {
- switch event.Type {
- case provider.EventThinkingDelta:
- assistantMsg.AppendReasoningContent(event.Content)
- return c.Messages.Update(*assistantMsg)
- case provider.EventContentDelta:
- assistantMsg.AppendContent(event.Content)
- return c.Messages.Update(*assistantMsg)
- case provider.EventError:
- if errors.Is(event.Error, context.Canceled) {
- return nil
- }
- logging.ErrorPersist(event.Error.Error())
- return event.Error
- case provider.EventWarning:
- logging.WarnPersist(event.Info)
- return nil
- case provider.EventInfo:
- logging.InfoPersist(event.Info)
- case provider.EventComplete:
- assistantMsg.SetToolCalls(event.Response.ToolCalls)
- assistantMsg.AddFinish(event.Response.FinishReason)
- err := c.Messages.Update(*assistantMsg)
- if err != nil {
- return err
- }
- return c.TrackUsage(sessionID, c.model, event.Response.Usage)
- }
- return nil
- }
- func (c *agent) ExecuteTools(ctx context.Context, toolCalls []message.ToolCall, tls []tools.BaseTool) ([]message.ToolResult, error) {
- var wg sync.WaitGroup
- toolResults := make([]message.ToolResult, len(toolCalls))
- mutex := &sync.Mutex{}
- errChan := make(chan error, 1)
- // Create a child context that can be canceled
- ctx, cancel := context.WithCancel(ctx)
- defer cancel()
- for i, tc := range toolCalls {
- wg.Add(1)
- go func(index int, toolCall message.ToolCall) {
- defer wg.Done()
- // Check if context is already canceled
- select {
- case <-ctx.Done():
- mutex.Lock()
- toolResults[index] = message.ToolResult{
- ToolCallID: toolCall.ID,
- Content: "Tool execution canceled",
- IsError: true,
- }
- mutex.Unlock()
- // Send cancellation error to error channel if it's empty
- select {
- case errChan <- ctx.Err():
- default:
- }
- return
- default:
- }
- response := ""
- isError := false
- found := false
- for _, tool := range tls {
- if tool.Info().Name == toolCall.Name {
- found = true
- toolResult, toolErr := tool.Run(ctx, tools.ToolCall{
- ID: toolCall.ID,
- Name: toolCall.Name,
- Input: toolCall.Input,
- })
- if toolErr != nil {
- if errors.Is(toolErr, context.Canceled) {
- response = "Tool execution canceled"
- // Send cancellation error to error channel if it's empty
- select {
- case errChan <- ctx.Err():
- default:
- }
- } else {
- response = fmt.Sprintf("error running tool: %s", toolErr)
- }
- isError = true
- } else {
- response = toolResult.Content
- isError = toolResult.IsError
- }
- break
- }
- }
- if !found {
- response = fmt.Sprintf("tool not found: %s", toolCall.Name)
- isError = true
- }
- mutex.Lock()
- defer mutex.Unlock()
- toolResults[index] = message.ToolResult{
- ToolCallID: toolCall.ID,
- Content: response,
- IsError: isError,
- }
- }(i, tc)
- }
- // Wait for all goroutines to finish or context to be canceled
- done := make(chan struct{})
- go func() {
- wg.Wait()
- close(done)
- }()
- select {
- case <-done:
- // All tools completed successfully
- case err := <-errChan:
- // One of the tools encountered a cancellation
- return toolResults, err
- case <-ctx.Done():
- // Context was canceled externally
- return toolResults, ctx.Err()
- }
- return toolResults, nil
- }
- func (c *agent) handleToolExecution(
- ctx context.Context,
- assistantMsg message.Message,
- ) (*message.Message, error) {
- if len(assistantMsg.ToolCalls()) == 0 {
- return nil, nil
- }
- toolResults, err := c.ExecuteTools(ctx, assistantMsg.ToolCalls(), c.tools)
- if err != nil {
- return nil, err
- }
- parts := make([]message.ContentPart, 0)
- for _, toolResult := range toolResults {
- parts = append(parts, toolResult)
- }
- msg, err := c.Messages.Create(assistantMsg.SessionID, message.CreateMessageParams{
- Role: message.Tool,
- Parts: parts,
- })
- return &msg, err
- }
- func (c *agent) generate(ctx context.Context, sessionID string, content string) error {
- messages, err := c.Messages.List(sessionID)
- if err != nil {
- return err
- }
- if len(messages) == 0 {
- go c.handleTitleGeneration(ctx, sessionID, content)
- }
- userMsg, err := c.Messages.Create(sessionID, message.CreateMessageParams{
- Role: message.User,
- Parts: []message.ContentPart{
- message.TextContent{
- Text: content,
- },
- },
- })
- if err != nil {
- return err
- }
- messages = append(messages, userMsg)
- for {
- select {
- case <-ctx.Done():
- assistantMsg, err := c.Messages.Create(sessionID, message.CreateMessageParams{
- Role: message.Assistant,
- Parts: []message.ContentPart{},
- })
- if err != nil {
- return err
- }
- assistantMsg.AddFinish("canceled")
- c.Messages.Update(assistantMsg)
- return context.Canceled
- default:
- // Continue processing
- }
- eventChan, err := c.agent.StreamResponse(ctx, messages, c.tools)
- if err != nil {
- if errors.Is(err, context.Canceled) {
- assistantMsg, err := c.Messages.Create(sessionID, message.CreateMessageParams{
- Role: message.Assistant,
- Parts: []message.ContentPart{},
- })
- if err != nil {
- return err
- }
- assistantMsg.AddFinish("canceled")
- c.Messages.Update(assistantMsg)
- return context.Canceled
- }
- return err
- }
- assistantMsg, err := c.Messages.Create(sessionID, message.CreateMessageParams{
- Role: message.Assistant,
- Parts: []message.ContentPart{},
- })
- if err != nil {
- return err
- }
- for event := range eventChan {
- err = c.processEvent(sessionID, &assistantMsg, event)
- if err != nil {
- if errors.Is(err, context.Canceled) {
- assistantMsg.AddFinish("canceled")
- c.Messages.Update(assistantMsg)
- return context.Canceled
- }
- assistantMsg.AddFinish("error:" + err.Error())
- c.Messages.Update(assistantMsg)
- return err
- }
- select {
- case <-ctx.Done():
- assistantMsg.AddFinish("canceled")
- c.Messages.Update(assistantMsg)
- return context.Canceled
- default:
- }
- }
- // Check for context cancellation before tool execution
- select {
- case <-ctx.Done():
- assistantMsg.AddFinish("canceled")
- c.Messages.Update(assistantMsg)
- return context.Canceled
- default:
- // Continue processing
- }
- msg, err := c.handleToolExecution(ctx, assistantMsg)
- if err != nil {
- if errors.Is(err, context.Canceled) {
- assistantMsg.AddFinish("canceled")
- c.Messages.Update(assistantMsg)
- return context.Canceled
- }
- return err
- }
- c.Messages.Update(assistantMsg)
- if len(assistantMsg.ToolCalls()) == 0 {
- break
- }
- messages = append(messages, assistantMsg)
- if msg != nil {
- messages = append(messages, *msg)
- }
- // Check for context cancellation after tool execution
- select {
- case <-ctx.Done():
- assistantMsg.AddFinish("canceled")
- c.Messages.Update(assistantMsg)
- return context.Canceled
- default:
- // Continue processing
- }
- }
- return nil
- }
- func getAgentProviders(ctx context.Context, model models.Model) (provider.Provider, provider.Provider, error) {
- maxTokens := config.Get().Model.CoderMaxTokens
- providerConfig, ok := config.Get().Providers[model.Provider]
- if !ok || !providerConfig.Enabled {
- return nil, nil, errors.New("provider is not enabled")
- }
- var agentProvider provider.Provider
- var titleGenerator provider.Provider
- switch model.Provider {
- case models.ProviderOpenAI:
- var err error
- agentProvider, err = provider.NewOpenAIProvider(
- provider.WithOpenAISystemMessage(
- prompt.CoderOpenAISystemPrompt(),
- ),
- provider.WithOpenAIMaxTokens(maxTokens),
- provider.WithOpenAIModel(model),
- provider.WithOpenAIKey(providerConfig.APIKey),
- )
- if err != nil {
- return nil, nil, err
- }
- titleGenerator, err = provider.NewOpenAIProvider(
- provider.WithOpenAISystemMessage(
- prompt.TitlePrompt(),
- ),
- provider.WithOpenAIMaxTokens(80),
- provider.WithOpenAIModel(model),
- provider.WithOpenAIKey(providerConfig.APIKey),
- )
- if err != nil {
- return nil, nil, err
- }
- case models.ProviderAnthropic:
- var err error
- agentProvider, err = provider.NewAnthropicProvider(
- provider.WithAnthropicSystemMessage(
- prompt.CoderAnthropicSystemPrompt(),
- ),
- provider.WithAnthropicMaxTokens(maxTokens),
- provider.WithAnthropicKey(providerConfig.APIKey),
- provider.WithAnthropicModel(model),
- )
- if err != nil {
- return nil, nil, err
- }
- titleGenerator, err = provider.NewAnthropicProvider(
- provider.WithAnthropicSystemMessage(
- prompt.TitlePrompt(),
- ),
- provider.WithAnthropicMaxTokens(80),
- provider.WithAnthropicKey(providerConfig.APIKey),
- provider.WithAnthropicModel(model),
- )
- if err != nil {
- return nil, nil, err
- }
- case models.ProviderGemini:
- var err error
- agentProvider, err = provider.NewGeminiProvider(
- ctx,
- provider.WithGeminiSystemMessage(
- prompt.CoderOpenAISystemPrompt(),
- ),
- provider.WithGeminiMaxTokens(int32(maxTokens)),
- provider.WithGeminiKey(providerConfig.APIKey),
- provider.WithGeminiModel(model),
- )
- if err != nil {
- return nil, nil, err
- }
- titleGenerator, err = provider.NewGeminiProvider(
- ctx,
- provider.WithGeminiSystemMessage(
- prompt.TitlePrompt(),
- ),
- provider.WithGeminiMaxTokens(80),
- provider.WithGeminiKey(providerConfig.APIKey),
- provider.WithGeminiModel(model),
- )
- if err != nil {
- return nil, nil, err
- }
- case models.ProviderGROQ:
- var err error
- agentProvider, err = provider.NewOpenAIProvider(
- provider.WithOpenAISystemMessage(
- prompt.CoderAnthropicSystemPrompt(),
- ),
- provider.WithOpenAIMaxTokens(maxTokens),
- provider.WithOpenAIModel(model),
- provider.WithOpenAIKey(providerConfig.APIKey),
- provider.WithOpenAIBaseURL("https://api.groq.com/openai/v1"),
- )
- if err != nil {
- return nil, nil, err
- }
- titleGenerator, err = provider.NewOpenAIProvider(
- provider.WithOpenAISystemMessage(
- prompt.TitlePrompt(),
- ),
- provider.WithOpenAIMaxTokens(80),
- provider.WithOpenAIModel(model),
- provider.WithOpenAIKey(providerConfig.APIKey),
- provider.WithOpenAIBaseURL("https://api.groq.com/openai/v1"),
- )
- if err != nil {
- return nil, nil, err
- }
- case models.ProviderBedrock:
- var err error
- agentProvider, err = provider.NewBedrockProvider(
- provider.WithBedrockSystemMessage(
- prompt.CoderAnthropicSystemPrompt(),
- ),
- provider.WithBedrockMaxTokens(maxTokens),
- provider.WithBedrockModel(model),
- )
- if err != nil {
- return nil, nil, err
- }
- titleGenerator, err = provider.NewBedrockProvider(
- provider.WithBedrockSystemMessage(
- prompt.TitlePrompt(),
- ),
- provider.WithBedrockMaxTokens(maxTokens),
- provider.WithBedrockModel(model),
- )
- if err != nil {
- return nil, nil, err
- }
- }
- return agentProvider, titleGenerator, nil
- }
|