Merge branch 'main' into fix-path-traversal-and-unrestricted-exec
This commit is contained in:
@@ -13,6 +13,9 @@ import (
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"os"
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"path/filepath"
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"strings"
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"sync"
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"sync/atomic"
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"time"
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"github.com/sipeed/picoclaw/pkg/bus"
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"github.com/sipeed/picoclaw/pkg/config"
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@@ -20,6 +23,7 @@ import (
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"github.com/sipeed/picoclaw/pkg/providers"
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"github.com/sipeed/picoclaw/pkg/session"
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"github.com/sipeed/picoclaw/pkg/tools"
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"github.com/sipeed/picoclaw/pkg/utils"
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)
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type AgentLoop struct {
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@@ -27,11 +31,24 @@ type AgentLoop struct {
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provider providers.LLMProvider
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workspace string
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model string
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contextWindow int // Maximum context window size in tokens
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maxIterations int
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sessions *session.SessionManager
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contextBuilder *ContextBuilder
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tools *tools.ToolRegistry
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running bool
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running atomic.Bool
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summarizing sync.Map // Tracks which sessions are currently being summarized
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}
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// processOptions configures how a message is processed
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type processOptions struct {
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SessionKey string // Session identifier for history/context
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Channel string // Target channel for tool execution
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ChatID string // Target chat ID for tool execution
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UserMessage string // User message content (may include prefix)
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DefaultResponse string // Response when LLM returns empty
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EnableSummary bool // Whether to trigger summarization
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SendResponse bool // Whether to send response via bus
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}
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func NewAgentLoop(cfg *config.Config, msgBus *bus.MessageBus, provider providers.LLMProvider) *AgentLoop {
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@@ -72,25 +89,30 @@ func NewAgentLoop(cfg *config.Config, msgBus *bus.MessageBus, provider providers
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toolsRegistry.Register(editFileTool)
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toolsRegistry.Register(tools.NewAppendFileTool(workspace, restrict))
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sessionsManager := session.NewSessionManager(filepath.Join(filepath.Dir(cfg.WorkspacePath()), "sessions"))
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sessionsManager := session.NewSessionManager(filepath.Join(workspace, "sessions"))
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// Create context builder and set tools registry
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contextBuilder := NewContextBuilder(workspace)
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contextBuilder.SetToolsRegistry(toolsRegistry)
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return &AgentLoop{
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bus: msgBus,
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provider: provider,
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workspace: workspace,
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model: cfg.Agents.Defaults.Model,
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contextWindow: cfg.Agents.Defaults.MaxTokens, // Restore context window for summarization
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maxIterations: cfg.Agents.Defaults.MaxToolIterations,
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sessions: sessionsManager,
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contextBuilder: NewContextBuilder(workspace, func() []string { return toolsRegistry.GetSummaries() }),
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contextBuilder: contextBuilder,
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tools: toolsRegistry,
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running: false,
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summarizing: sync.Map{},
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}
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}
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func (al *AgentLoop) Run(ctx context.Context) error {
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al.running = true
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al.running.Store(true)
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for al.running {
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for al.running.Load() {
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select {
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case <-ctx.Done():
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return nil
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@@ -119,14 +141,22 @@ func (al *AgentLoop) Run(ctx context.Context) error {
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}
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func (al *AgentLoop) Stop() {
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al.running = false
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al.running.Store(false)
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}
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func (al *AgentLoop) RegisterTool(tool tools.Tool) {
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al.tools.Register(tool)
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}
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func (al *AgentLoop) ProcessDirect(ctx context.Context, content, sessionKey string) (string, error) {
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return al.ProcessDirectWithChannel(ctx, content, sessionKey, "cli", "direct")
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}
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func (al *AgentLoop) ProcessDirectWithChannel(ctx context.Context, content, sessionKey, channel, chatID string) (string, error) {
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msg := bus.InboundMessage{
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Channel: "cli",
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SenderID: "user",
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ChatID: "direct",
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Channel: channel,
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SenderID: "cron",
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ChatID: chatID,
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Content: content,
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SessionKey: sessionKey,
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}
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@@ -136,7 +166,7 @@ func (al *AgentLoop) ProcessDirect(ctx context.Context, content, sessionKey stri
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func (al *AgentLoop) processMessage(ctx context.Context, msg bus.InboundMessage) (string, error) {
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// Add message preview to log
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preview := truncate(msg.Content, 80)
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preview := utils.Truncate(msg.Content, 80)
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logger.InfoCF("agent", fmt.Sprintf("Processing message from %s:%s: %s", msg.Channel, msg.SenderID, preview),
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map[string]interface{}{
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"channel": msg.Channel,
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@@ -150,169 +180,16 @@ func (al *AgentLoop) processMessage(ctx context.Context, msg bus.InboundMessage)
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return al.processSystemMessage(ctx, msg)
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}
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// Update tool contexts
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if tool, ok := al.tools.Get("message"); ok {
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if mt, ok := tool.(*tools.MessageTool); ok {
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mt.SetContext(msg.Channel, msg.ChatID)
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}
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}
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if tool, ok := al.tools.Get("spawn"); ok {
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if st, ok := tool.(*tools.SpawnTool); ok {
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st.SetContext(msg.Channel, msg.ChatID)
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}
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}
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history := al.sessions.GetHistory(msg.SessionKey)
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summary := al.sessions.GetSummary(msg.SessionKey)
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messages := al.contextBuilder.BuildMessages(
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history,
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summary,
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msg.Content,
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nil,
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msg.Channel,
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msg.ChatID,
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)
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iteration := 0
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var finalContent string
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for iteration < al.maxIterations {
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iteration++
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logger.DebugCF("agent", "LLM iteration",
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map[string]interface{}{
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"iteration": iteration,
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"max": al.maxIterations,
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})
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toolDefs := al.tools.GetDefinitions()
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providerToolDefs := make([]providers.ToolDefinition, 0, len(toolDefs))
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for _, td := range toolDefs {
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providerToolDefs = append(providerToolDefs, providers.ToolDefinition{
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Type: td["type"].(string),
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Function: providers.ToolFunctionDefinition{
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Name: td["function"].(map[string]interface{})["name"].(string),
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Description: td["function"].(map[string]interface{})["description"].(string),
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Parameters: td["function"].(map[string]interface{})["parameters"].(map[string]interface{}),
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},
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})
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}
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// Log LLM request details
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logger.DebugCF("agent", "LLM request",
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map[string]interface{}{
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"iteration": iteration,
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"model": al.model,
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"messages_count": len(messages),
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"tools_count": len(providerToolDefs),
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"max_tokens": 8192,
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"temperature": 0.7,
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"system_prompt_len": len(messages[0].Content),
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})
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// Log full messages (detailed)
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logger.DebugCF("agent", "Full LLM request",
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map[string]interface{}{
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"iteration": iteration,
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"messages_json": formatMessagesForLog(messages),
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"tools_json": formatToolsForLog(providerToolDefs),
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})
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response, err := al.provider.Chat(ctx, messages, providerToolDefs, al.model, map[string]interface{}{
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"max_tokens": 8192,
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"temperature": 0.7,
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})
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if err != nil {
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logger.ErrorCF("agent", "LLM call failed",
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map[string]interface{}{
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"iteration": iteration,
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"error": err.Error(),
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})
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return "", fmt.Errorf("LLM call failed: %w", err)
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}
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if len(response.ToolCalls) == 0 {
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finalContent = response.Content
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logger.InfoCF("agent", "LLM response without tool calls (direct answer)",
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map[string]interface{}{
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"iteration": iteration,
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"content_chars": len(finalContent),
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})
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break
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}
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toolNames := make([]string, 0, len(response.ToolCalls))
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for _, tc := range response.ToolCalls {
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toolNames = append(toolNames, tc.Name)
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}
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logger.InfoCF("agent", "LLM requested tool calls",
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map[string]interface{}{
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"tools": toolNames,
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"count": len(toolNames),
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"iteration": iteration,
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})
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assistantMsg := providers.Message{
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Role: "assistant",
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Content: response.Content,
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}
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for _, tc := range response.ToolCalls {
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argumentsJSON, _ := json.Marshal(tc.Arguments)
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assistantMsg.ToolCalls = append(assistantMsg.ToolCalls, providers.ToolCall{
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ID: tc.ID,
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Type: "function",
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Function: &providers.FunctionCall{
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Name: tc.Name,
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Arguments: string(argumentsJSON),
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},
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})
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}
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messages = append(messages, assistantMsg)
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for _, tc := range response.ToolCalls {
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// Log tool call with arguments preview
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argsJSON, _ := json.Marshal(tc.Arguments)
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argsPreview := truncate(string(argsJSON), 200)
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logger.InfoCF("agent", fmt.Sprintf("Tool call: %s(%s)", tc.Name, argsPreview),
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map[string]interface{}{
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"tool": tc.Name,
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"iteration": iteration,
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})
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result, err := al.tools.Execute(ctx, tc.Name, tc.Arguments)
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if err != nil {
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result = fmt.Sprintf("Error: %v", err)
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}
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toolResultMsg := providers.Message{
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Role: "tool",
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Content: result,
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ToolCallID: tc.ID,
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}
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messages = append(messages, toolResultMsg)
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}
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}
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if finalContent == "" {
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finalContent = "I've completed processing but have no response to give."
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}
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al.sessions.AddMessage(msg.SessionKey, "user", msg.Content)
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al.sessions.AddMessage(msg.SessionKey, "assistant", finalContent)
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al.sessions.Save(al.sessions.GetOrCreate(msg.SessionKey))
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// Log response preview
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responsePreview := truncate(finalContent, 120)
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logger.InfoCF("agent", fmt.Sprintf("Response to %s:%s: %s", msg.Channel, msg.SenderID, responsePreview),
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map[string]interface{}{
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"iterations": iteration,
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"final_length": len(finalContent),
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})
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return finalContent, nil
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// Process as user message
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return al.runAgentLoop(ctx, processOptions{
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SessionKey: msg.SessionKey,
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Channel: msg.Channel,
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ChatID: msg.ChatID,
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UserMessage: msg.Content,
|
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DefaultResponse: "I've completed processing but have no response to give.",
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EnableSummary: true,
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SendResponse: false,
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})
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}
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func (al *AgentLoop) processSystemMessage(ctx context.Context, msg bus.InboundMessage) (string, error) {
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@@ -341,36 +218,96 @@ func (al *AgentLoop) processSystemMessage(ctx context.Context, msg bus.InboundMe
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// Use the origin session for context
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sessionKey := fmt.Sprintf("%s:%s", originChannel, originChatID)
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|
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// Update tool contexts to original channel/chatID
|
||||
if tool, ok := al.tools.Get("message"); ok {
|
||||
if mt, ok := tool.(*tools.MessageTool); ok {
|
||||
mt.SetContext(originChannel, originChatID)
|
||||
}
|
||||
}
|
||||
if tool, ok := al.tools.Get("spawn"); ok {
|
||||
if st, ok := tool.(*tools.SpawnTool); ok {
|
||||
st.SetContext(originChannel, originChatID)
|
||||
}
|
||||
}
|
||||
// Process as system message with routing back to origin
|
||||
return al.runAgentLoop(ctx, processOptions{
|
||||
SessionKey: sessionKey,
|
||||
Channel: originChannel,
|
||||
ChatID: originChatID,
|
||||
UserMessage: fmt.Sprintf("[System: %s] %s", msg.SenderID, msg.Content),
|
||||
DefaultResponse: "Background task completed.",
|
||||
EnableSummary: false,
|
||||
SendResponse: true, // Send response back to original channel
|
||||
})
|
||||
}
|
||||
|
||||
// Build messages with the announce content
|
||||
history := al.sessions.GetHistory(sessionKey)
|
||||
summary := al.sessions.GetSummary(sessionKey)
|
||||
// runAgentLoop is the core message processing logic.
|
||||
// It handles context building, LLM calls, tool execution, and response handling.
|
||||
func (al *AgentLoop) runAgentLoop(ctx context.Context, opts processOptions) (string, error) {
|
||||
// 1. Update tool contexts
|
||||
al.updateToolContexts(opts.Channel, opts.ChatID)
|
||||
|
||||
// 2. Build messages
|
||||
history := al.sessions.GetHistory(opts.SessionKey)
|
||||
summary := al.sessions.GetSummary(opts.SessionKey)
|
||||
messages := al.contextBuilder.BuildMessages(
|
||||
history,
|
||||
summary,
|
||||
msg.Content,
|
||||
opts.UserMessage,
|
||||
nil,
|
||||
originChannel,
|
||||
originChatID,
|
||||
opts.Channel,
|
||||
opts.ChatID,
|
||||
)
|
||||
|
||||
// 3. Save user message to session
|
||||
al.sessions.AddMessage(opts.SessionKey, "user", opts.UserMessage)
|
||||
|
||||
// 4. Run LLM iteration loop
|
||||
finalContent, iteration, err := al.runLLMIteration(ctx, messages, opts)
|
||||
if err != nil {
|
||||
return "", err
|
||||
}
|
||||
|
||||
// 5. Handle empty response
|
||||
if finalContent == "" {
|
||||
finalContent = opts.DefaultResponse
|
||||
}
|
||||
|
||||
// 6. Save final assistant message to session
|
||||
al.sessions.AddMessage(opts.SessionKey, "assistant", finalContent)
|
||||
al.sessions.Save(al.sessions.GetOrCreate(opts.SessionKey))
|
||||
|
||||
// 7. Optional: summarization
|
||||
if opts.EnableSummary {
|
||||
al.maybeSummarize(opts.SessionKey)
|
||||
}
|
||||
|
||||
// 8. Optional: send response via bus
|
||||
if opts.SendResponse {
|
||||
al.bus.PublishOutbound(bus.OutboundMessage{
|
||||
Channel: opts.Channel,
|
||||
ChatID: opts.ChatID,
|
||||
Content: finalContent,
|
||||
})
|
||||
}
|
||||
|
||||
// 9. Log response
|
||||
responsePreview := utils.Truncate(finalContent, 120)
|
||||
logger.InfoCF("agent", fmt.Sprintf("Response: %s", responsePreview),
|
||||
map[string]interface{}{
|
||||
"session_key": opts.SessionKey,
|
||||
"iterations": iteration,
|
||||
"final_length": len(finalContent),
|
||||
})
|
||||
|
||||
return finalContent, nil
|
||||
}
|
||||
|
||||
// runLLMIteration executes the LLM call loop with tool handling.
|
||||
// Returns the final content, iteration count, and any error.
|
||||
func (al *AgentLoop) runLLMIteration(ctx context.Context, messages []providers.Message, opts processOptions) (string, int, error) {
|
||||
iteration := 0
|
||||
var finalContent string
|
||||
|
||||
for iteration < al.maxIterations {
|
||||
iteration++
|
||||
|
||||
logger.DebugCF("agent", "LLM iteration",
|
||||
map[string]interface{}{
|
||||
"iteration": iteration,
|
||||
"max": al.maxIterations,
|
||||
})
|
||||
|
||||
// Build tool definitions
|
||||
toolDefs := al.tools.GetDefinitions()
|
||||
providerToolDefs := make([]providers.ToolDefinition, 0, len(toolDefs))
|
||||
for _, td := range toolDefs {
|
||||
@@ -387,12 +324,12 @@ func (al *AgentLoop) processSystemMessage(ctx context.Context, msg bus.InboundMe
|
||||
// Log LLM request details
|
||||
logger.DebugCF("agent", "LLM request",
|
||||
map[string]interface{}{
|
||||
"iteration": iteration,
|
||||
"model": al.model,
|
||||
"messages_count": len(messages),
|
||||
"tools_count": len(providerToolDefs),
|
||||
"max_tokens": 8192,
|
||||
"temperature": 0.7,
|
||||
"iteration": iteration,
|
||||
"model": al.model,
|
||||
"messages_count": len(messages),
|
||||
"tools_count": len(providerToolDefs),
|
||||
"max_tokens": 8192,
|
||||
"temperature": 0.7,
|
||||
"system_prompt_len": len(messages[0].Content),
|
||||
})
|
||||
|
||||
@@ -404,30 +341,49 @@ func (al *AgentLoop) processSystemMessage(ctx context.Context, msg bus.InboundMe
|
||||
"tools_json": formatToolsForLog(providerToolDefs),
|
||||
})
|
||||
|
||||
// Call LLM
|
||||
response, err := al.provider.Chat(ctx, messages, providerToolDefs, al.model, map[string]interface{}{
|
||||
"max_tokens": 8192,
|
||||
"temperature": 0.7,
|
||||
})
|
||||
|
||||
if err != nil {
|
||||
logger.ErrorCF("agent", "LLM call failed in system message",
|
||||
logger.ErrorCF("agent", "LLM call failed",
|
||||
map[string]interface{}{
|
||||
"iteration": iteration,
|
||||
"error": err.Error(),
|
||||
})
|
||||
return "", fmt.Errorf("LLM call failed: %w", err)
|
||||
return "", iteration, fmt.Errorf("LLM call failed: %w", err)
|
||||
}
|
||||
|
||||
// Check if no tool calls - we're done
|
||||
if len(response.ToolCalls) == 0 {
|
||||
finalContent = response.Content
|
||||
logger.InfoCF("agent", "LLM response without tool calls (direct answer)",
|
||||
map[string]interface{}{
|
||||
"iteration": iteration,
|
||||
"content_chars": len(finalContent),
|
||||
})
|
||||
break
|
||||
}
|
||||
|
||||
// Log tool calls
|
||||
toolNames := make([]string, 0, len(response.ToolCalls))
|
||||
for _, tc := range response.ToolCalls {
|
||||
toolNames = append(toolNames, tc.Name)
|
||||
}
|
||||
logger.InfoCF("agent", "LLM requested tool calls",
|
||||
map[string]interface{}{
|
||||
"tools": toolNames,
|
||||
"count": len(toolNames),
|
||||
"iteration": iteration,
|
||||
})
|
||||
|
||||
// Build assistant message with tool calls
|
||||
assistantMsg := providers.Message{
|
||||
Role: "assistant",
|
||||
Content: response.Content,
|
||||
}
|
||||
|
||||
for _, tc := range response.ToolCalls {
|
||||
argumentsJSON, _ := json.Marshal(tc.Arguments)
|
||||
assistantMsg.ToolCalls = append(assistantMsg.ToolCalls, providers.ToolCall{
|
||||
@@ -441,8 +397,21 @@ func (al *AgentLoop) processSystemMessage(ctx context.Context, msg bus.InboundMe
|
||||
}
|
||||
messages = append(messages, assistantMsg)
|
||||
|
||||
// Save assistant message with tool calls to session
|
||||
al.sessions.AddFullMessage(opts.SessionKey, assistantMsg)
|
||||
|
||||
// Execute tool calls
|
||||
for _, tc := range response.ToolCalls {
|
||||
result, err := al.tools.Execute(ctx, tc.Name, tc.Arguments)
|
||||
// Log tool call with arguments preview
|
||||
argsJSON, _ := json.Marshal(tc.Arguments)
|
||||
argsPreview := utils.Truncate(string(argsJSON), 200)
|
||||
logger.InfoCF("agent", fmt.Sprintf("Tool call: %s(%s)", tc.Name, argsPreview),
|
||||
map[string]interface{}{
|
||||
"tool": tc.Name,
|
||||
"iteration": iteration,
|
||||
})
|
||||
|
||||
result, err := al.tools.ExecuteWithContext(ctx, tc.Name, tc.Arguments, opts.Channel, opts.ChatID)
|
||||
if err != nil {
|
||||
result = fmt.Sprintf("Error: %v", err)
|
||||
}
|
||||
@@ -453,39 +422,43 @@ func (al *AgentLoop) processSystemMessage(ctx context.Context, msg bus.InboundMe
|
||||
ToolCallID: tc.ID,
|
||||
}
|
||||
messages = append(messages, toolResultMsg)
|
||||
|
||||
// Save tool result message to session
|
||||
al.sessions.AddFullMessage(opts.SessionKey, toolResultMsg)
|
||||
}
|
||||
}
|
||||
|
||||
if finalContent == "" {
|
||||
finalContent = "Background task completed."
|
||||
}
|
||||
|
||||
// Save to session with system message marker
|
||||
al.sessions.AddMessage(sessionKey, "user", fmt.Sprintf("[System: %s] %s", msg.SenderID, msg.Content))
|
||||
al.sessions.AddMessage(sessionKey, "assistant", finalContent)
|
||||
al.sessions.Save(al.sessions.GetOrCreate(sessionKey))
|
||||
|
||||
logger.InfoCF("agent", "System message processing completed",
|
||||
map[string]interface{}{
|
||||
"iterations": iteration,
|
||||
"final_length": len(finalContent),
|
||||
})
|
||||
|
||||
return finalContent, nil
|
||||
return finalContent, iteration, nil
|
||||
}
|
||||
|
||||
// truncate returns a truncated version of s with at most maxLen characters.
|
||||
// If the string is truncated, "..." is appended to indicate truncation.
|
||||
// If the string fits within maxLen, it is returned unchanged.
|
||||
func truncate(s string, maxLen int) string {
|
||||
if len(s) <= maxLen {
|
||||
return s
|
||||
// updateToolContexts updates the context for tools that need channel/chatID info.
|
||||
func (al *AgentLoop) updateToolContexts(channel, chatID string) {
|
||||
if tool, ok := al.tools.Get("message"); ok {
|
||||
if mt, ok := tool.(*tools.MessageTool); ok {
|
||||
mt.SetContext(channel, chatID)
|
||||
}
|
||||
}
|
||||
// Reserve 3 chars for "..."
|
||||
if maxLen <= 3 {
|
||||
return s[:maxLen]
|
||||
if tool, ok := al.tools.Get("spawn"); ok {
|
||||
if st, ok := tool.(*tools.SpawnTool); ok {
|
||||
st.SetContext(channel, chatID)
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// maybeSummarize triggers summarization if the session history exceeds thresholds.
|
||||
func (al *AgentLoop) maybeSummarize(sessionKey string) {
|
||||
newHistory := al.sessions.GetHistory(sessionKey)
|
||||
tokenEstimate := al.estimateTokens(newHistory)
|
||||
threshold := al.contextWindow * 75 / 100
|
||||
|
||||
if len(newHistory) > 20 || tokenEstimate > threshold {
|
||||
if _, loading := al.summarizing.LoadOrStore(sessionKey, true); !loading {
|
||||
go func() {
|
||||
defer al.summarizing.Delete(sessionKey)
|
||||
al.summarizeSession(sessionKey)
|
||||
}()
|
||||
}
|
||||
}
|
||||
return s[:maxLen-3] + "..."
|
||||
}
|
||||
|
||||
// GetStartupInfo returns information about loaded tools and skills for logging.
|
||||
@@ -520,12 +493,12 @@ func formatMessagesForLog(messages []providers.Message) string {
|
||||
for _, tc := range msg.ToolCalls {
|
||||
result += fmt.Sprintf(" - ID: %s, Type: %s, Name: %s\n", tc.ID, tc.Type, tc.Name)
|
||||
if tc.Function != nil {
|
||||
result += fmt.Sprintf(" Arguments: %s\n", truncateString(tc.Function.Arguments, 200))
|
||||
result += fmt.Sprintf(" Arguments: %s\n", utils.Truncate(tc.Function.Arguments, 200))
|
||||
}
|
||||
}
|
||||
}
|
||||
if msg.Content != "" {
|
||||
content := truncateString(msg.Content, 200)
|
||||
content := utils.Truncate(msg.Content, 200)
|
||||
result += fmt.Sprintf(" Content: %s\n", content)
|
||||
}
|
||||
if msg.ToolCallID != "" {
|
||||
@@ -549,20 +522,114 @@ func formatToolsForLog(tools []providers.ToolDefinition) string {
|
||||
result += fmt.Sprintf(" [%d] Type: %s, Name: %s\n", i, tool.Type, tool.Function.Name)
|
||||
result += fmt.Sprintf(" Description: %s\n", tool.Function.Description)
|
||||
if len(tool.Function.Parameters) > 0 {
|
||||
result += fmt.Sprintf(" Parameters: %s\n", truncateString(fmt.Sprintf("%v", tool.Function.Parameters), 200))
|
||||
result += fmt.Sprintf(" Parameters: %s\n", utils.Truncate(fmt.Sprintf("%v", tool.Function.Parameters), 200))
|
||||
}
|
||||
}
|
||||
result += "]"
|
||||
return result
|
||||
}
|
||||
|
||||
// truncateString truncates a string to max length
|
||||
func truncateString(s string, maxLen int) string {
|
||||
if len(s) <= maxLen {
|
||||
return s
|
||||
// summarizeSession summarizes the conversation history for a session.
|
||||
func (al *AgentLoop) summarizeSession(sessionKey string) {
|
||||
ctx, cancel := context.WithTimeout(context.Background(), 120*time.Second)
|
||||
defer cancel()
|
||||
|
||||
history := al.sessions.GetHistory(sessionKey)
|
||||
summary := al.sessions.GetSummary(sessionKey)
|
||||
|
||||
// Keep last 4 messages for continuity
|
||||
if len(history) <= 4 {
|
||||
return
|
||||
}
|
||||
if maxLen <= 3 {
|
||||
return s[:maxLen]
|
||||
|
||||
toSummarize := history[:len(history)-4]
|
||||
|
||||
// Oversized Message Guard
|
||||
// Skip messages larger than 50% of context window to prevent summarizer overflow
|
||||
maxMessageTokens := al.contextWindow / 2
|
||||
validMessages := make([]providers.Message, 0)
|
||||
omitted := false
|
||||
|
||||
for _, m := range toSummarize {
|
||||
if m.Role != "user" && m.Role != "assistant" {
|
||||
continue
|
||||
}
|
||||
// Estimate tokens for this message
|
||||
msgTokens := len(m.Content) / 4
|
||||
if msgTokens > maxMessageTokens {
|
||||
omitted = true
|
||||
continue
|
||||
}
|
||||
validMessages = append(validMessages, m)
|
||||
}
|
||||
|
||||
if len(validMessages) == 0 {
|
||||
return
|
||||
}
|
||||
|
||||
// Multi-Part Summarization
|
||||
// Split into two parts if history is significant
|
||||
var finalSummary string
|
||||
if len(validMessages) > 10 {
|
||||
mid := len(validMessages) / 2
|
||||
part1 := validMessages[:mid]
|
||||
part2 := validMessages[mid:]
|
||||
|
||||
s1, _ := al.summarizeBatch(ctx, part1, "")
|
||||
s2, _ := al.summarizeBatch(ctx, part2, "")
|
||||
|
||||
// Merge them
|
||||
mergePrompt := fmt.Sprintf("Merge these two conversation summaries into one cohesive summary:\n\n1: %s\n\n2: %s", s1, s2)
|
||||
resp, err := al.provider.Chat(ctx, []providers.Message{{Role: "user", Content: mergePrompt}}, nil, al.model, map[string]interface{}{
|
||||
"max_tokens": 1024,
|
||||
"temperature": 0.3,
|
||||
})
|
||||
if err == nil {
|
||||
finalSummary = resp.Content
|
||||
} else {
|
||||
finalSummary = s1 + " " + s2
|
||||
}
|
||||
} else {
|
||||
finalSummary, _ = al.summarizeBatch(ctx, validMessages, summary)
|
||||
}
|
||||
|
||||
if omitted && finalSummary != "" {
|
||||
finalSummary += "\n[Note: Some oversized messages were omitted from this summary for efficiency.]"
|
||||
}
|
||||
|
||||
if finalSummary != "" {
|
||||
al.sessions.SetSummary(sessionKey, finalSummary)
|
||||
al.sessions.TruncateHistory(sessionKey, 4)
|
||||
al.sessions.Save(al.sessions.GetOrCreate(sessionKey))
|
||||
}
|
||||
return s[:maxLen-3] + "..."
|
||||
}
|
||||
|
||||
// summarizeBatch summarizes a batch of messages.
|
||||
func (al *AgentLoop) summarizeBatch(ctx context.Context, batch []providers.Message, existingSummary string) (string, error) {
|
||||
prompt := "Provide a concise summary of this conversation segment, preserving core context and key points.\n"
|
||||
if existingSummary != "" {
|
||||
prompt += "Existing context: " + existingSummary + "\n"
|
||||
}
|
||||
prompt += "\nCONVERSATION:\n"
|
||||
for _, m := range batch {
|
||||
prompt += fmt.Sprintf("%s: %s\n", m.Role, m.Content)
|
||||
}
|
||||
|
||||
response, err := al.provider.Chat(ctx, []providers.Message{{Role: "user", Content: prompt}}, nil, al.model, map[string]interface{}{
|
||||
"max_tokens": 1024,
|
||||
"temperature": 0.3,
|
||||
})
|
||||
if err != nil {
|
||||
return "", err
|
||||
}
|
||||
return response.Content, nil
|
||||
}
|
||||
|
||||
// estimateTokens estimates the number of tokens in a message list.
|
||||
func (al *AgentLoop) estimateTokens(messages []providers.Message) int {
|
||||
total := 0
|
||||
for _, m := range messages {
|
||||
total += len(m.Content) / 4 // Simple heuristic: 4 chars per token
|
||||
}
|
||||
return total
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user