mirror of
https://github.com/sipeed/picoclaw.git
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feat(tool): debug tool usage via channels (#1332)
* feat(tool): debug usage via channel * set defaults * fix conflicts
This commit is contained in:
@@ -8,7 +8,11 @@
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"temperature": 0.7,
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"max_tool_iterations": 20,
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"summarize_message_threshold": 20,
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"summarize_token_percent": 75
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"summarize_token_percent": 75,
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"tool_feedback": {
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"enabled": false,
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"max_args_length": 300
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}
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}
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},
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"model_list": [
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@@ -31,3 +31,69 @@ When this flag is active, the global truncation function is disabled. This is ex
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* Verifying the exact syntax of the messages sent to the provider.
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* Reading the complete output of tools like `exec`, `web_fetch`, or `read_file`.
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* Debugging the session history saved in memory.
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## Tool Call Visibility in Debug Logs
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When debug mode is active, the agent emits structured log entries at each stage of the tool execution lifecycle. These entries carry a `component=agent` label and use `INFO` or `DEBUG` level depending on the amount of detail:
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| Log message | Level | Key fields | Description |
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|---|---|---|---|
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| `LLM requested tool calls` | INFO | `tools`, `count`, `iteration` | List of tool names the model decided to call |
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| `Tool call: <name>(<args>)` | INFO | `tool`, `iteration` | The tool name and a preview of its arguments (truncated to 200 chars) |
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| `Sent tool result to user` | DEBUG | `tool`, `content_len` | Fired when a tool result is forwarded to the chat channel |
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| `TTL tick after tool execution` | DEBUG | `agent_id`, `iteration` | MCP tool-discovery TTL decrement after each tool round |
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| `Async tool completed, publishing result` | INFO | `tool`, `content_len`, `channel` | Only for tools that run asynchronously in the background |
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### Reading a tool call log entry
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A typical synchronous tool call produces two consecutive lines in the console:
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```
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[...] [INFO] agent: LLM requested tool calls {tools=[web_search], count=1, iteration=1}
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[...] [INFO] agent: Tool call: web_search({"query":"picoclaw release notes"}) {tool=web_search, iteration=1}
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```
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The arguments preview is hard-capped at **200 characters** in the logs regardless of the `--no-truncate` flag, because it belongs to the `INFO`-level path. Use `--no-truncate` together with `--debug` to see the full `tools_json` field emitted by the `Full LLM request` DEBUG entry, which contains every tool definition sent to the model.
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## Real-Time Tool Feedback in Chat (tool_feedback)
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Debug logs are server-side only. If you want the agent to send a visible notification directly into the chat channel every time it executes a tool—useful when sharing the bot with other users or for transparency—enable the `tool_feedback` feature in `config.json`:
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```json
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{
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"agents": {
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"defaults": {
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"tool_feedback": {
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"enabled": true,
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"max_args_length": 300
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}
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}
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}
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}
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```
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When `enabled` is `true`, every tool call sends a short message to the chat before the tool result is returned to the model. The message looks like:
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```bash
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🔧 `web_search`
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{"query": "picoclaw release notes"}
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```
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### Options
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| Field | Type | Default | Description |
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|---|---|---|---|
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| `enabled` | bool | `false` | Send a chat notification for each tool call |
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| `max_args_length` | int | `300` | Maximum characters of the serialised arguments included in the notification |
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### Environment variables
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Both fields can also be set via environment variables:
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```bash
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PICOCLAW_AGENTS_DEFAULTS_TOOL_FEEDBACK_ENABLED=true
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PICOCLAW_AGENTS_DEFAULTS_TOOL_FEEDBACK_MAX_ARGS_LENGTH=300
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```
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> **Note:** `tool_feedback` is independent of `--debug` mode. It works in production and does not require the gateway to be started with any special flag.
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@@ -1322,6 +1322,22 @@ func (al *AgentLoop) runLLMIteration(
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"iteration": iteration,
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})
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// Send tool feedback to chat channel if enabled
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if al.cfg.Agents.Defaults.IsToolFeedbackEnabled() && opts.Channel != "" {
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feedbackPreview := utils.Truncate(
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string(argsJSON),
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al.cfg.Agents.Defaults.GetToolFeedbackMaxArgsLength(),
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)
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feedbackMsg := fmt.Sprintf("\U0001f527 `%s`\n```\n%s\n```", tc.Name, feedbackPreview)
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fbCtx, fbCancel := context.WithTimeout(ctx, 3*time.Second)
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_ = al.bus.PublishOutbound(fbCtx, bus.OutboundMessage{
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Channel: opts.Channel,
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ChatID: opts.ChatID,
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Content: feedbackMsg,
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})
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fbCancel()
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}
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// Create async callback for tools that implement AsyncExecutor.
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// When the background work completes, this publishes the result
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// as an inbound system message so processSystemMessage routes it
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+38
-16
@@ -219,23 +219,32 @@ type RoutingConfig struct {
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Threshold float64 `json:"threshold"` // complexity score in [0,1]; score >= threshold → primary model
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}
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// ToolFeedbackConfig controls whether tool execution details are sent to the
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// chat channel as real-time feedback messages. When enabled, every tool call
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// produces a short notification with the tool name and its parameters.
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type ToolFeedbackConfig struct {
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Enabled bool `json:"enabled" env:"PICOCLAW_AGENTS_DEFAULTS_TOOL_FEEDBACK_ENABLED"`
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MaxArgsLength int `json:"max_args_length" env:"PICOCLAW_AGENTS_DEFAULTS_TOOL_FEEDBACK_MAX_ARGS_LENGTH"`
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}
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type AgentDefaults struct {
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Workspace string `json:"workspace" env:"PICOCLAW_AGENTS_DEFAULTS_WORKSPACE"`
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RestrictToWorkspace bool `json:"restrict_to_workspace" env:"PICOCLAW_AGENTS_DEFAULTS_RESTRICT_TO_WORKSPACE"`
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AllowReadOutsideWorkspace bool `json:"allow_read_outside_workspace" env:"PICOCLAW_AGENTS_DEFAULTS_ALLOW_READ_OUTSIDE_WORKSPACE"`
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Provider string `json:"provider" env:"PICOCLAW_AGENTS_DEFAULTS_PROVIDER"`
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ModelName string `json:"model_name" env:"PICOCLAW_AGENTS_DEFAULTS_MODEL_NAME"`
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Model string `json:"model,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_MODEL"` // Deprecated: use model_name instead
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ModelFallbacks []string `json:"model_fallbacks,omitempty"`
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ImageModel string `json:"image_model,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_IMAGE_MODEL"`
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ImageModelFallbacks []string `json:"image_model_fallbacks,omitempty"`
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MaxTokens int `json:"max_tokens" env:"PICOCLAW_AGENTS_DEFAULTS_MAX_TOKENS"`
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Temperature *float64 `json:"temperature,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_TEMPERATURE"`
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MaxToolIterations int `json:"max_tool_iterations" env:"PICOCLAW_AGENTS_DEFAULTS_MAX_TOOL_ITERATIONS"`
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SummarizeMessageThreshold int `json:"summarize_message_threshold" env:"PICOCLAW_AGENTS_DEFAULTS_SUMMARIZE_MESSAGE_THRESHOLD"`
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SummarizeTokenPercent int `json:"summarize_token_percent" env:"PICOCLAW_AGENTS_DEFAULTS_SUMMARIZE_TOKEN_PERCENT"`
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MaxMediaSize int `json:"max_media_size,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_MAX_MEDIA_SIZE"`
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Routing *RoutingConfig `json:"routing,omitempty"`
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Workspace string `json:"workspace" env:"PICOCLAW_AGENTS_DEFAULTS_WORKSPACE"`
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RestrictToWorkspace bool `json:"restrict_to_workspace" env:"PICOCLAW_AGENTS_DEFAULTS_RESTRICT_TO_WORKSPACE"`
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AllowReadOutsideWorkspace bool `json:"allow_read_outside_workspace" env:"PICOCLAW_AGENTS_DEFAULTS_ALLOW_READ_OUTSIDE_WORKSPACE"`
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Provider string `json:"provider" env:"PICOCLAW_AGENTS_DEFAULTS_PROVIDER"`
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ModelName string `json:"model_name" env:"PICOCLAW_AGENTS_DEFAULTS_MODEL_NAME"`
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Model string `json:"model,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_MODEL"` // Deprecated: use model_name instead
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ModelFallbacks []string `json:"model_fallbacks,omitempty"`
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ImageModel string `json:"image_model,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_IMAGE_MODEL"`
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ImageModelFallbacks []string `json:"image_model_fallbacks,omitempty"`
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MaxTokens int `json:"max_tokens" env:"PICOCLAW_AGENTS_DEFAULTS_MAX_TOKENS"`
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Temperature *float64 `json:"temperature,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_TEMPERATURE"`
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MaxToolIterations int `json:"max_tool_iterations" env:"PICOCLAW_AGENTS_DEFAULTS_MAX_TOOL_ITERATIONS"`
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SummarizeMessageThreshold int `json:"summarize_message_threshold" env:"PICOCLAW_AGENTS_DEFAULTS_SUMMARIZE_MESSAGE_THRESHOLD"`
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SummarizeTokenPercent int `json:"summarize_token_percent" env:"PICOCLAW_AGENTS_DEFAULTS_SUMMARIZE_TOKEN_PERCENT"`
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MaxMediaSize int `json:"max_media_size,omitempty" env:"PICOCLAW_AGENTS_DEFAULTS_MAX_MEDIA_SIZE"`
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Routing *RoutingConfig `json:"routing,omitempty"`
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ToolFeedback ToolFeedbackConfig `json:"tool_feedback,omitempty"`
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}
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const DefaultMaxMediaSize = 20 * 1024 * 1024 // 20 MB
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@@ -247,6 +256,19 @@ func (d *AgentDefaults) GetMaxMediaSize() int {
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return DefaultMaxMediaSize
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}
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// GetToolFeedbackMaxArgsLength returns the max args preview length for tool feedback messages.
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func (d *AgentDefaults) GetToolFeedbackMaxArgsLength() int {
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if d.ToolFeedback.MaxArgsLength > 0 {
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return d.ToolFeedback.MaxArgsLength
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}
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return 300
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}
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// IsToolFeedbackEnabled returns true when tool feedback messages should be sent to the chat.
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func (d *AgentDefaults) IsToolFeedbackEnabled() bool {
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return d.ToolFeedback.Enabled
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}
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// GetModelName returns the effective model name for the agent defaults.
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// It prefers the new "model_name" field but falls back to "model" for backward compatibility.
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func (d *AgentDefaults) GetModelName() string {
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@@ -35,6 +35,10 @@ func DefaultConfig() *Config {
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MaxToolIterations: 50,
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SummarizeMessageThreshold: 20,
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SummarizeTokenPercent: 75,
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ToolFeedback: ToolFeedbackConfig{
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Enabled: true,
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MaxArgsLength: 300,
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},
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},
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},
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Bindings: []AgentBinding{},
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