Add FunctionCallIndex to ConvertCliToOpenAIParams and enhance tool call handling

- Introduced `FunctionCallIndex` to track and manage function call indices within `ConvertCliToOpenAIParams`.
- Enhanced handling for `response.completed` and `response.output_item.done` data types to support tool call scenarios.
- Improved logic for restoring original tool names and setting function arguments during response parsing.

.dockerignore

@@ -0,0 +1,25 @@
+# Git and GitHub folders
+.git
+.github
+
+# Docker and CI/CD related files
+docker-compose.yml
+.dockerignore
+.gitignore
+.goreleaser.yml
+Dockerfile
+
+# Documentation and license
+README.md
+README_CN.md
+MANAGEMENT_API.md
+MANAGEMENT_API_CN.md
+LICENSE
+
+# Example configuration
+config.example.yaml
+
+# Runtime data folders (should be mounted as volumes)
+auths
+logs
+config.yaml

.gitignore

@@ -1,3 +1,5 @@
 config.yaml
-docs/
-logs/
+docs/*
+logs/*
+auths/*
+!auths/.gitkeep

README.md

@@ -220,6 +220,7 @@ console.log(await claudeResponse.json());
 
 - gemini-2.5-pro
 - gemini-2.5-flash
+- gemini-2.5-flash-lite
 - gpt-5
 - claude-opus-4-1-20250805
 - claude-opus-4-20250514
@@ -254,6 +255,9 @@ The server uses a YAML configuration file (`config.yaml`) located in the project
 | `debug`                                 | boolean  | false              | Enable debug mode for verbose logging.                                                                                                                                                    |
 | `api-keys`                              | string[] | []                 | List of API keys that can be used to authenticate requests.                                                                                                                               |
 | `generative-language-api-key`           | string[] | []                 | List of Generative Language API keys.                                                                                                                                                     |
+| `codex-api-key`                         | object   | {}                 | List of Codex API keys.                                                                                                                                                                   |
+| `codex-api-key.api-key`                 | string   | ""                 | Codex API key.                                                                                                                                                                            |
+| `codex-api-key.base-url`                | string   | ""                 | Custom Codex API endpoint, if you use a third-party API endpoint.                                                                                                                         |
 | `claude-api-key`                        | object   | {}                 | List of Claude API keys.                                                                                                                                                                  |
 | `claude-api-key.api-key`                | string   | ""                 | Claude API key.                                                                                                                                                                           |
 | `claude-api-key.base-url`               | string   | ""                 | Custom Claude API endpoint, if you use a third-party API endpoint.                                                                                                                        |
@@ -310,6 +314,11 @@ generative-language-api-key:
   - "AIzaSy...02"
   - "AIzaSy...03"
   - "AIzaSy...04"
+
+# Codex API keys
+codex-api-key:
+  - api-key: "sk-atSM..."
+    base-url: "https://www.example.com" # use the custom codex API endpoint
   
 # Claude API keys
 claude-api-key:
@@ -486,6 +495,31 @@ Run the following command to start the server:
 docker run --rm -p 8317:8317 -v /path/to/your/config.yaml:/CLIProxyAPI/config.yaml -v /path/to/your/auth-dir:/root/.cli-proxy-api eceasy/cli-proxy-api:latest
 ```
 
+## Run with Docker Compose
+
+1.  Create a `config.yaml` from `config.example.yaml` and customize it.
+
+2.  Build and start the services using Docker Compose:
+    ```bash
+    docker compose up -d --build
+    ```
+
+3.  To authenticate with providers, run the login command inside the container:
+    - **Gemini**: `docker compose exec cli-proxy-api /CLIProxyAPI/CLIProxyAPI -no-browser --login`
+    - **OpenAI (Codex)**: `docker compose exec cli-proxy-api /CLIProxyAPI/CLIProxyAPI -no-browser --codex-login`
+    - **Claude**: `docker compose exec cli-proxy-api /CLIProxyAPI/CLIProxyAPI -no-browser --claude-login`
+    - **Qwen**: `docker compose exec cli-proxy-api /CLIProxyAPI/CLIProxyAPI -no-browser --qwen-login`
+
+4.  To view the server logs:
+    ```bash
+    docker compose logs -f
+    ```
+
+5.  To stop the application:
+    ```bash
+    docker compose down
+    ```
+
 ## Management API
 
 see [MANAGEMENT_API.md](MANAGEMENT_API.md)

README_CN.md

@@ -237,6 +237,7 @@ console.log(await claudeResponse.json());
 
 - gemini-2.5-pro
 - gemini-2.5-flash
+- gemini-2.5-flash-lite
 - gpt-5
 - claude-opus-4-1-20250805
 - claude-opus-4-20250514
@@ -271,6 +272,9 @@ console.log(await claudeResponse.json());
 | `debug`                                 | boolean  | false              | 启用调试模式以获取详细日志。                                                      |
 | `api-keys`                              | string[] | []                 | 可用于验证请求的API密钥列表。                                                    |
 | `generative-language-api-key`           | string[] | []                 | 生成式语言API密钥列表。                                                       |
+| `codex-api-key`                         | object   | {}                 | Codex API密钥列表。                                                      |
+| `codex-api-key.api-key`                 | string   | ""                 | Codex API密钥。                                                        |
+| `codex-api-key.base-url`                | string   | ""                 | 自定义的Codex API端点                                                     |
 | `claude-api-key`                        | object   | {}                 | Claude API密钥列表。                                                     |
 | `claude-api-key.api-key`                | string   | ""                 | Claude API密钥。                                                       |
 | `claude-api-key.base-url`               | string   | ""                 | 自定义的Claude API端点，如果您使用第三方的API端点。                                    |
@@ -328,11 +332,16 @@ generative-language-api-key:
   - "AIzaSy...03"
   - "AIzaSy...04"
 
-# Claude API keys
-claude-api-key:
-  - api-key: "sk-atSM..." # use the official claude API key, no need to set the base url
+# Codex API 密钥
+codex-api-key:
   - api-key: "sk-atSM..."
-    base-url: "https://www.example.com" # use the custom claude API endpoint
+    base-url: "https://www.example.com" # 第三方 Codex API 中转服务端点
+
+# Claude API 密钥
+claude-api-key:
+  - api-key: "sk-atSM..." # 如果使用官方 Claude API，无需设置 base-url
+  - api-key: "sk-atSM..."
+    base-url: "https://www.example.com" # 第三方 Claude API 中转服务端点
 
 # OpenAI 兼容提供商
 openai-compatibility:
@@ -499,6 +508,31 @@ docker run -it -rm -v /path/to/your/config.yaml:/CLIProxyAPI/config.yaml -v /pat
 docker run --rm -p 8317:8317 -v /path/to/your/config.yaml:/CLIProxyAPI/config.yaml -v /path/to/your/auth-dir:/root/.cli-proxy-api eceasy/cli-proxy-api:latest
 ```
 
+## 使用 Docker Compose 运行
+
+1.  从 `config.example.yaml` 创建一个 `config.yaml` 文件并进行自定义。
+
+2.  使用 Docker Compose 构建并启动服务：
+    ```bash
+    docker compose up -d --build
+    ```
+
+3.  要在容器内运行登录命令进行身份验证：
+    - **Gemini**: `docker compose exec cli-proxy-api /CLIProxyAPI/CLIProxyAPI -no-browser --login`
+    - **OpenAI (Codex)**: `docker compose exec cli-proxy-api /CLIProxyAPI/CLIProxyAPI -no-browser --codex-login`
+    - **Claude**: `docker compose exec cli-proxy-api /CLIProxyAPI/CLIProxyAPI -no-browser --claude-login`
+    - **Qwen**: `docker compose exec cli-proxy-api /CLIProxyAPI/CLIProxyAPI -no-browser --qwen-login`
+
+4.  查看服务器日志：
+    ```bash
+    docker compose logs -f
+    ```
+
+5.  停止应用程序：
+    ```bash
+    docker compose down
+    ```
+
 ## 管理 API 文档
 
 请参见 [MANAGEMENT_API_CN.md](MANAGEMENT_API_CN.md)

config.example.yaml

@@ -41,6 +41,11 @@ generative-language-api-key:
   - "AIzaSy...03"
   - "AIzaSy...04"
 
+# Codex API keys
+codex-api-key:
+  - api-key: "sk-atSM..."
+    base-url: "https://www.example.com" # use the custom codex API endpoint
+
 # Claude API keys
 claude-api-key:
   - api-key: "sk-atSM..." # use the official claude API key, no need to set the base url

docker-compose.yml

@@ -0,0 +1,17 @@
+services:
+  cli-proxy-api:
+    build:
+      context: .
+      dockerfile: Dockerfile
+    image: cli-proxy-api:latest
+    container_name: cli-proxy-api
+    ports:
+      - "8317:8317"
+      - "8085:8085"
+      - "1455:1455"
+      - "54545:54545"
+    volumes:
+      - ./config.yaml:/CLIProxyAPI/config.yaml
+      - ./auths:/root/.cli-proxy-api
+      - ./logs:/CLIProxyAPI/logs
+    restart: unless-stopped

internal/client/gemini-cli_client.go

@@ -38,8 +38,9 @@ const (
 
 var (
 	previewModels = map[string][]string{
-		"gemini-2.5-pro":   {"gemini-2.5-pro-preview-05-06", "gemini-2.5-pro-preview-06-05"},
-		"gemini-2.5-flash": {"gemini-2.5-flash-preview-04-17", "gemini-2.5-flash-preview-05-20"},
+		"gemini-2.5-pro":        {"gemini-2.5-pro-preview-05-06", "gemini-2.5-pro-preview-06-05"},
+		"gemini-2.5-flash":      {"gemini-2.5-flash-preview-04-17", "gemini-2.5-flash-preview-05-20"},
+		"gemini-2.5-flash-lite": {"gemini-2.5-flash-lite-preview-06-17"},
 	}
 )
 
@@ -99,6 +100,7 @@ func (c *GeminiCLIClient) CanProvideModel(modelName string) bool {
 	models := []string{
 		"gemini-2.5-pro",
 		"gemini-2.5-flash",
+		"gemini-2.5-flash-lite",
 	}
 	return util.InArray(models, modelName)
 }

internal/registry/model_definitions.go

@@ -130,6 +130,20 @@ func GetGeminiCLIModels() []*ModelInfo {
 			OutputTokenLimit:           65536,
 			SupportedGenerationMethods: []string{"generateContent", "countTokens", "createCachedContent", "batchGenerateContent"},
 		},
+		{
+			ID:                         "gemini-2.5-flash-lite",
+			Object:                     "model",
+			Created:                    time.Now().Unix(),
+			OwnedBy:                    "google",
+			Type:                       "gemini",
+			Name:                       "models/gemini-2.5-flash-lite",
+			Version:                    "2.5",
+			DisplayName:                "Gemini 2.5 Flash Lite",
+			Description:                "Our smallest and most cost effective model, built for at scale usage.",
+			InputTokenLimit:            1048576,
+			OutputTokenLimit:           65536,
+			SupportedGenerationMethods: []string{"generateContent", "countTokens", "createCachedContent", "batchGenerateContent"},
+		},
 	}
 }
 

internal/translator/claude/gemini/claude_gemini_request.go

@@ -89,6 +89,17 @@ func ConvertGeminiRequestToClaude(modelName string, inputRawJSON []byte, stream
 				out, _ = sjson.Set(out, "stop_sequences", stopSequences)
 			}
 		}
+		// Include thoughts configuration for reasoning process visibility
+		if thinkingConfig := genConfig.Get("thinkingConfig"); thinkingConfig.Exists() && thinkingConfig.IsObject() {
+			if includeThoughts := thinkingConfig.Get("include_thoughts"); includeThoughts.Exists() {
+				if includeThoughts.Type == gjson.True {
+					out, _ = sjson.Set(out, "thinking.type", "enabled")
+					if thinkingBudget := thinkingConfig.Get("thinkingBudget"); thinkingBudget.Exists() {
+						out, _ = sjson.Set(out, "thinking.budget_tokens", thinkingBudget.Int())
+					}
+				}
+			}
+		}
 	}
 
 	// System instruction conversion to Claude Code format

internal/translator/claude/gemini/claude_gemini_response.go

@@ -128,7 +128,7 @@ func ConvertClaudeResponseToGemini(_ context.Context, modelName string, original
 				}
 			case "thinking_delta":
 				// Thinking/reasoning content delta for models with reasoning capabilities
-				if text := delta.Get("text"); text.Exists() && text.String() != "" {
+				if text := delta.Get("thinking"); text.Exists() && text.String() != "" {
 					thinkingPart := `{"thought":true,"text":""}`
 					thinkingPart, _ = sjson.Set(thinkingPart, "text", text.String())
 					template, _ = sjson.SetRaw(template, "candidates.0.content.parts.-1", thinkingPart)
@@ -411,7 +411,7 @@ func ConvertClaudeResponseToGeminiNonStream(_ context.Context, modelName string,
 					}
 				case "thinking_delta":
 					// Process reasoning/thinking content
-					if text := delta.Get("text"); text.Exists() && text.String() != "" {
+					if text := delta.Get("thinking"); text.Exists() && text.String() != "" {
 						partJSON := `{"thought":true,"text":""}`
 						partJSON, _ = sjson.Set(partJSON, "text", text.String())
 						part := gjson.Parse(partJSON).Value().(map[string]interface{})

internal/translator/claude/openai/chat-completions/claude_openai_request.go

@@ -41,6 +41,21 @@ func ConvertOpenAIRequestToClaude(modelName string, inputRawJSON []byte, stream
 
 	root := gjson.ParseBytes(rawJSON)
 
+	if v := root.Get("reasoning_effort"); v.Exists() {
+		out, _ = sjson.Set(out, "thinking.type", "enabled")
+
+		switch v.String() {
+		case "none":
+			out, _ = sjson.Set(out, "thinking.type", "disabled")
+		case "low":
+			out, _ = sjson.Set(out, "thinking.budget_tokens", 1024)
+		case "medium":
+			out, _ = sjson.Set(out, "thinking.budget_tokens", 8192)
+		case "high":
+			out, _ = sjson.Set(out, "thinking.budget_tokens", 24576)
+		}
+	}
+
 	// Helper for generating tool call IDs in the form: toolu_<alphanum>
 	// This ensures unique identifiers for tool calls in the Claude Code format
 	genToolCallID := func() string {

internal/translator/claude/openai/chat-completions/claude_openai_response.go

@@ -128,10 +128,11 @@ func ConvertClaudeResponseToOpenAI(_ context.Context, modelName string, original
 				return []string{}
 			}
 		}
-		return []string{template}
+		return []string{}
 
 	case "content_block_delta":
 		// Handle content delta (text, tool use arguments, or reasoning content)
+		hasContent := false
 		if delta := root.Get("delta"); delta.Exists() {
 			deltaType := delta.Get("type").String()
 
@@ -140,8 +141,14 @@ func ConvertClaudeResponseToOpenAI(_ context.Context, modelName string, original
 				// Text content delta - send incremental text updates
 				if text := delta.Get("text"); text.Exists() {
 					template, _ = sjson.Set(template, "choices.0.delta.content", text.String())
+					hasContent = true
+				}
+			case "thinking_delta":
+				// Accumulate reasoning/thinking content
+				if thinking := delta.Get("thinking"); thinking.Exists() {
+					template, _ = sjson.Set(template, "choices.0.delta.reasoning_content", thinking.String())
+					hasContent = true
 				}
-
 			case "input_json_delta":
 				// Tool use input delta - accumulate arguments for tool calls
 				if partialJSON := delta.Get("partial_json"); partialJSON.Exists() {
@@ -156,7 +163,11 @@ func ConvertClaudeResponseToOpenAI(_ context.Context, modelName string, original
 				return []string{}
 			}
 		}
-		return []string{template}
+		if hasContent {
+			return []string{template}
+		} else {
+			return []string{}
+		}
 
 	case "content_block_stop":
 		// End of content block - output complete tool call if it's a tool_use block

internal/translator/claude/openai/responses/claude_openai-responses_request.go

@@ -28,6 +28,23 @@ func ConvertOpenAIResponsesRequestToClaude(modelName string, inputRawJSON []byte
 
 	root := gjson.ParseBytes(rawJSON)
 
+	if v := root.Get("reasoning.effort"); v.Exists() {
+		out, _ = sjson.Set(out, "thinking.type", "enabled")
+
+		switch v.String() {
+		case "none":
+			out, _ = sjson.Set(out, "thinking.type", "disabled")
+		case "minimal":
+			out, _ = sjson.Set(out, "thinking.budget_tokens", 1024)
+		case "low":
+			out, _ = sjson.Set(out, "thinking.budget_tokens", 4096)
+		case "medium":
+			out, _ = sjson.Set(out, "thinking.budget_tokens", 8192)
+		case "high":
+			out, _ = sjson.Set(out, "thinking.budget_tokens", 24576)
+		}
+	}
+
 	// Helper for generating tool call IDs when missing
 	genToolCallID := func() string {
 		const letters = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789"

internal/translator/codex/openai/chat-completions/codex_openai_response.go

@@ -21,9 +21,10 @@ var (
 
 // ConvertCliToOpenAIParams holds parameters for response conversion.
 type ConvertCliToOpenAIParams struct {
-	ResponseID string
-	CreatedAt  int64
-	Model      string
+	ResponseID        string
+	CreatedAt         int64
+	Model             string
+	FunctionCallIndex int
 }
 
 // ConvertCodexResponseToOpenAI translates a single chunk of a streaming response from the
@@ -43,9 +44,10 @@ type ConvertCliToOpenAIParams struct {
 func ConvertCodexResponseToOpenAI(_ context.Context, modelName string, originalRequestRawJSON, requestRawJSON, rawJSON []byte, param *any) []string {
 	if *param == nil {
 		*param = &ConvertCliToOpenAIParams{
-			Model:      modelName,
-			CreatedAt:  0,
-			ResponseID: "",
+			Model:             modelName,
+			CreatedAt:         0,
+			ResponseID:        "",
+			FunctionCallIndex: -1,
 		}
 	}
 
@@ -108,27 +110,36 @@ func ConvertCodexResponseToOpenAI(_ context.Context, modelName string, originalR
 			template, _ = sjson.Set(template, "choices.0.delta.content", deltaResult.String())
 		}
 	} else if dataType == "response.completed" {
-		template, _ = sjson.Set(template, "choices.0.finish_reason", "stop")
-		template, _ = sjson.Set(template, "choices.0.native_finish_reason", "stop")
+		finishReason := "stop"
+		if (*param).(*ConvertCliToOpenAIParams).FunctionCallIndex != -1 {
+			finishReason = "tool_calls"
+		}
+		template, _ = sjson.Set(template, "choices.0.finish_reason", finishReason)
+		template, _ = sjson.Set(template, "choices.0.native_finish_reason", finishReason)
 	} else if dataType == "response.output_item.done" {
-		functionCallItemTemplate := `{"id": "","type": "function","function": {"name": "","arguments": ""}}`
+		functionCallItemTemplate := `{"index":0,"id":"","type":"function","function":{"name":"","arguments":""}}`
 		itemResult := rootResult.Get("item")
 		if itemResult.Exists() {
 			if itemResult.Get("type").String() != "function_call" {
 				return []string{}
 			}
+
+			// set the index
+			(*param).(*ConvertCliToOpenAIParams).FunctionCallIndex++
+			functionCallItemTemplate, _ = sjson.Set(functionCallItemTemplate, "index", (*param).(*ConvertCliToOpenAIParams).FunctionCallIndex)
+
 			template, _ = sjson.SetRaw(template, "choices.0.delta.tool_calls", `[]`)
 			functionCallItemTemplate, _ = sjson.Set(functionCallItemTemplate, "id", itemResult.Get("call_id").String())
-			{
-				// Restore original tool name if it was shortened
-				name := itemResult.Get("name").String()
-				// Build reverse map on demand from original request tools
-				rev := buildReverseMapFromOriginalOpenAI(originalRequestRawJSON)
-				if orig, ok := rev[name]; ok {
-					name = orig
-				}
-				functionCallItemTemplate, _ = sjson.Set(functionCallItemTemplate, "function.name", name)
+
+			// Restore original tool name if it was shortened
+			name := itemResult.Get("name").String()
+			// Build reverse map on demand from original request tools
+			rev := buildReverseMapFromOriginalOpenAI(originalRequestRawJSON)
+			if orig, ok := rev[name]; ok {
+				name = orig
 			}
+			functionCallItemTemplate, _ = sjson.Set(functionCallItemTemplate, "function.name", name)
+
 			functionCallItemTemplate, _ = sjson.Set(functionCallItemTemplate, "function.arguments", itemResult.Get("arguments").String())
 			template, _ = sjson.Set(template, "choices.0.delta.role", "assistant")
 			template, _ = sjson.SetRaw(template, "choices.0.delta.tool_calls.-1", functionCallItemTemplate)

internal/watcher/watcher.go

@@ -39,6 +39,8 @@ type Watcher struct {
 	clientsMutex   sync.RWMutex
 	reloadCallback func(map[string]interfaces.Client, *config.Config)
 	watcher        *fsnotify.Watcher
+	eventTimes     map[string]time.Time
+	eventMutex     sync.Mutex
 }
 
 // NewWatcher creates a new file watcher instance
@@ -54,6 +56,7 @@ func NewWatcher(configPath, authDir string, reloadCallback func(map[string]inter
 		reloadCallback: reloadCallback,
 		watcher:        watcher,
 		clients:        make(map[string]interfaces.Client),
+		eventTimes:     make(map[string]time.Time),
 	}, nil
 }
 
@@ -123,6 +126,16 @@ func (w *Watcher) handleEvent(event fsnotify.Event) {
 	now := time.Now()
 	log.Debugf("file system event detected: %s %s", event.Op.String(), event.Name)
 
+	// Debounce logic to prevent rapid reloads
+	w.eventMutex.Lock()
+	if lastTime, ok := w.eventTimes[event.Name]; ok && now.Sub(lastTime) < 500*time.Millisecond {
+		log.Debugf("debouncing event for %s", event.Name)
+		w.eventMutex.Unlock()
+		return
+	}
+	w.eventTimes[event.Name] = now
+	w.eventMutex.Unlock()
+
 	// Handle config file changes
 	if event.Name == w.configPath && (event.Op&fsnotify.Write == fsnotify.Write || event.Op&fsnotify.Create == fsnotify.Create) {
 		log.Infof("config file changed, reloading: %s", w.configPath)