fix model

config.example.json

@@ -3,6 +3,7 @@
     "defaults": {
       "workspace": "~/.clawgo/workspace",
       "model": "glm-4.7",
+      "model_fallbacks": ["gpt-4o-mini", "deepseek-chat"],
       "max_tokens": 8192,
       "temperature": 0.7,
       "max_tool_iterations": 20

pkg/agent/loop.go

@@ -29,6 +29,7 @@ type AgentLoop struct {
 	provider       providers.LLMProvider
 	workspace      string
 	model          string
+	modelFallbacks []string
 	maxIterations  int
 	sessions       *session.SessionManager
 	contextBuilder *ContextBuilder
@@ -99,6 +100,7 @@ func NewAgentLoop(cfg *config.Config, msgBus *bus.MessageBus, provider providers
 		provider:       provider,
 		workspace:      workspace,
 		model:          cfg.Agents.Defaults.Model,
+		modelFallbacks: cfg.Agents.Defaults.ModelFallbacks,
 		maxIterations:  cfg.Agents.Defaults.MaxToolIterations,
 		sessions:       sessionsManager,
 		contextBuilder: NewContextBuilder(workspace, func() []string { return toolsRegistry.GetSummaries() }),
@@ -247,7 +249,7 @@ func (al *AgentLoop) processMessage(ctx context.Context, msg bus.InboundMessage)
 				"tools_json":    formatToolsForLog(providerToolDefs),
 			})
 
-		response, err := al.provider.Chat(ctx, messages, providerToolDefs, al.model, map[string]interface{}{
+		response, err := al.callLLMWithModelFallback(ctx, messages, providerToolDefs, map[string]interface{}{
 			"max_tokens":  8192,
 			"temperature": 0.7,
 		})
@@ -347,13 +349,13 @@ func (al *AgentLoop) processMessage(ctx context.Context, msg bus.InboundMessage)
 	}
 
 	al.sessions.AddMessage(msg.SessionKey, "user", msg.Content)
-	
+
 	// 使用 AddMessageFull 存储包含思考过程或工具调用的完整助手消息
 	al.sessions.AddMessageFull(msg.SessionKey, providers.Message{
 		Role:    "assistant",
 		Content: userContent,
 	})
-	
+
 	al.sessions.Save(al.sessions.GetOrCreate(msg.SessionKey))
 
 	// Log response preview (original content)
@@ -457,7 +459,7 @@ func (al *AgentLoop) processSystemMessage(ctx context.Context, msg bus.InboundMe
 				"tools_json":    formatToolsForLog(providerToolDefs),
 			})
 
-		response, err := al.provider.Chat(ctx, messages, providerToolDefs, al.model, map[string]interface{}{
+		response, err := al.callLLMWithModelFallback(ctx, messages, providerToolDefs, map[string]interface{}{
 			"max_tokens":  8192,
 			"temperature": 0.7,
 		})
@@ -519,7 +521,7 @@ func (al *AgentLoop) processSystemMessage(ctx context.Context, msg bus.InboundMe
 
 	// Save to session with system message marker
 	al.sessions.AddMessage(sessionKey, "user", fmt.Sprintf("[System: %s] %s", msg.SenderID, msg.Content))
-	
+
 	// 如果 finalContent 中没有包含 tool calls (即最后一次 LLM 返回的结果)
 	// 我们已经通过循环内部的 AddMessageFull 存储了前面的步骤
 	// 这里的 AddMessageFull 会存储最终回复
@@ -527,7 +529,7 @@ func (al *AgentLoop) processSystemMessage(ctx context.Context, msg bus.InboundMe
 		Role:    "assistant",
 		Content: finalContent,
 	})
-	
+
 	al.sessions.Save(al.sessions.GetOrCreate(sessionKey))
 
 	logger.InfoCF("agent", "System message processing completed",
@@ -602,6 +604,92 @@ func formatMessagesForLog(messages []providers.Message) string {
 	return result
 }
 
+func (al *AgentLoop) callLLMWithModelFallback(
+	ctx context.Context,
+	messages []providers.Message,
+	tools []providers.ToolDefinition,
+	options map[string]interface{},
+) (*providers.LLMResponse, error) {
+	candidates := al.modelCandidates()
+	var lastErr error
+
+	for idx, model := range candidates {
+		response, err := al.provider.Chat(ctx, messages, tools, model, options)
+		if err == nil {
+			if al.model != model {
+				logger.WarnCF("agent", "Model switched after quota/rate-limit error", map[string]interface{}{
+					"from_model": al.model,
+					"to_model":   model,
+				})
+				al.model = model
+			}
+			return response, nil
+		}
+
+		lastErr = err
+		if !isQuotaOrRateLimitError(err) {
+			return nil, err
+		}
+
+		if idx < len(candidates)-1 {
+			logger.WarnCF("agent", "Model quota/rate-limit reached, trying fallback model", map[string]interface{}{
+				"failed_model": model,
+				"next_model":   candidates[idx+1],
+				"error":        err.Error(),
+			})
+			continue
+		}
+	}
+
+	return nil, fmt.Errorf("all configured models failed; last error: %w", lastErr)
+}
+
+func (al *AgentLoop) modelCandidates() []string {
+	candidates := []string{}
+	seen := map[string]bool{}
+
+	add := func(model string) {
+		m := strings.TrimSpace(model)
+		if m == "" || seen[m] {
+			return
+		}
+		seen[m] = true
+		candidates = append(candidates, m)
+	}
+
+	add(al.model)
+	for _, m := range al.modelFallbacks {
+		add(m)
+	}
+
+	return candidates
+}
+
+func isQuotaOrRateLimitError(err error) bool {
+	if err == nil {
+		return false
+	}
+
+	msg := strings.ToLower(err.Error())
+	keywords := []string{
+		"status 429",
+		"429",
+		"insufficient_quota",
+		"quota",
+		"rate limit",
+		"rate_limit",
+		"too many requests",
+		"billing",
+	}
+
+	for _, keyword := range keywords {
+		if strings.Contains(msg, keyword) {
+			return true
+		}
+	}
+	return false
+}
+
 // formatToolsForLog formats tool definitions for logging
 func formatToolsForLog(tools []providers.ToolDefinition) string {
 	if len(tools) == 0 {

pkg/config/config.go

@@ -24,11 +24,12 @@ type AgentsConfig struct {
 }
 
 type AgentDefaults struct {
-	Workspace         string  `json:"workspace" env:"CLAWGO_AGENTS_DEFAULTS_WORKSPACE"`
+	Workspace         string   `json:"workspace" env:"CLAWGO_AGENTS_DEFAULTS_WORKSPACE"`
-	Model             string  `json:"model" env:"CLAWGO_AGENTS_DEFAULTS_MODEL"`
+	Model             string   `json:"model" env:"CLAWGO_AGENTS_DEFAULTS_MODEL"`
-	MaxTokens         int     `json:"max_tokens" env:"CLAWGO_AGENTS_DEFAULTS_MAX_TOKENS"`
+	ModelFallbacks    []string `json:"model_fallbacks" env:"CLAWGO_AGENTS_DEFAULTS_MODEL_FALLBACKS"`
-	Temperature       float64 `json:"temperature" env:"CLAWGO_AGENTS_DEFAULTS_TEMPERATURE"`
+	MaxTokens         int      `json:"max_tokens" env:"CLAWGO_AGENTS_DEFAULTS_MAX_TOKENS"`
-	MaxToolIterations int     `json:"max_tool_iterations" env:"CLAWGO_AGENTS_DEFAULTS_MAX_TOOL_ITERATIONS"`
+	Temperature       float64  `json:"temperature" env:"CLAWGO_AGENTS_DEFAULTS_TEMPERATURE"`
+	MaxToolIterations int      `json:"max_tool_iterations" env:"CLAWGO_AGENTS_DEFAULTS_MAX_TOOL_ITERATIONS"`
 }
 
 type ChannelsConfig struct {
@@ -83,10 +84,10 @@ type QQConfig struct {
 }
 
 type DingTalkConfig struct {
-	Enabled          bool     `json:"enabled" env:"CLAWGO_CHANNELS_DINGTALK_ENABLED"`
+	Enabled      bool     `json:"enabled" env:"CLAWGO_CHANNELS_DINGTALK_ENABLED"`
-	ClientID         string   `json:"client_id" env:"CLAWGO_CHANNELS_DINGTALK_CLIENT_ID"`
+	ClientID     string   `json:"client_id" env:"CLAWGO_CHANNELS_DINGTALK_CLIENT_ID"`
-	ClientSecret     string   `json:"client_secret" env:"CLAWGO_CHANNELS_DINGTALK_CLIENT_SECRET"`
+	ClientSecret string   `json:"client_secret" env:"CLAWGO_CHANNELS_DINGTALK_CLIENT_SECRET"`
-	AllowFrom        []string `json:"allow_from" env:"CLAWGO_CHANNELS_DINGTALK_ALLOW_FROM"`
+	AllowFrom    []string `json:"allow_from" env:"CLAWGO_CHANNELS_DINGTALK_ALLOW_FROM"`
 }
 
 type ProvidersConfig struct {
@@ -171,6 +172,7 @@ func DefaultConfig() *Config {
 			Defaults: AgentDefaults{
 				Workspace:         filepath.Join(configDir, "workspace"),
 				Model:             "glm-4.7",
+				ModelFallbacks:    []string{},
 				MaxTokens:         8192,
 				Temperature:       0.7,
 				MaxToolIterations: 20,

pkg/providers/http_provider.go

@@ -94,7 +94,7 @@ func (p *HTTPProvider) Chat(ctx context.Context, messages []Message, tools []Too
 	}
 
 	if resp.StatusCode != http.StatusOK {
-		return nil, fmt.Errorf("API error: %s", string(body))
+		return nil, fmt.Errorf("API error (status %d): %s", resp.StatusCode, string(body))
 	}
 
 	return p.parseResponse(body)