diff --git a/providers/ali/chat.go b/providers/ali/chat.go
index 13c9cdcf..ed6dac9f 100644
--- a/providers/ali/chat.go
+++ b/providers/ali/chat.go
@@ -109,6 +109,7 @@ func (p *AliProvider) convertToChatOpenai(response *AliChatResponse, request *ty
 
 // 阿里云聊天请求体
 func (p *AliProvider) convertFromChatOpenai(request *types.ChatCompletionRequest) *AliChatRequest {
+	request.ClearEmptyMessages()
 	messages := make([]AliMessage, 0, len(request.Messages))
 	for i := 0; i < len(request.Messages); i++ {
 		message := request.Messages[i]
diff --git a/providers/baichuan/chat.go b/providers/baichuan/chat.go
index 7e42367f..4bc19361 100644
--- a/providers/baichuan/chat.go
+++ b/providers/baichuan/chat.go
@@ -62,6 +62,7 @@ func (p *BaichuanProvider) CreateChatCompletionStream(request *types.ChatComplet
 
 // 获取聊天请求体
 func (p *BaichuanProvider) getChatRequestBody(request *types.ChatCompletionRequest) *BaichuanChatRequest {
+	request.ClearEmptyMessages()
 	messages := make([]BaichuanMessage, 0, len(request.Messages))
 	for i := 0; i < len(request.Messages); i++ {
 		message := request.Messages[i]
diff --git a/providers/baidu/chat.go b/providers/baidu/chat.go
index 8c74b5e0..e93d1b1a 100644
--- a/providers/baidu/chat.go
+++ b/providers/baidu/chat.go
@@ -131,6 +131,7 @@ func (p *BaiduProvider) convertToChatOpenai(response *BaiduChatResponse, request
 }
 
 func convertFromChatOpenai(request *types.ChatCompletionRequest) *BaiduChatRequest {
+	request.ClearEmptyMessages()
 	baiduChatRequest := &BaiduChatRequest{
 		Messages:        make([]BaiduMessage, 0, len(request.Messages)),
 		Temperature:     request.Temperature,
diff --git a/providers/claude/chat.go b/providers/claude/chat.go
index 3434bfa3..471f0f4f 100644
--- a/providers/claude/chat.go
+++ b/providers/claude/chat.go
@@ -94,6 +94,7 @@ func (p *ClaudeProvider) getChatRequest(request *types.ChatCompletionRequest) (*
 }
 
 func ConvertFromChatOpenai(request *types.ChatCompletionRequest) (*ClaudeRequest, *types.OpenAIErrorWithStatusCode) {
+	request.ClearEmptyMessages()
 	claudeRequest := ClaudeRequest{
 		Model:         request.Model,
 		Messages:      []Message{},
diff --git a/providers/cloudflareAI/chat.go b/providers/cloudflareAI/chat.go
index 7ae1f8ce..5ba0bb95 100644
--- a/providers/cloudflareAI/chat.go
+++ b/providers/cloudflareAI/chat.go
@@ -109,6 +109,7 @@ func (p *CloudflareAIProvider) convertToChatOpenai(response *ChatRespone, reques
 }
 
 func (p *CloudflareAIProvider) convertFromChatOpenai(request *types.ChatCompletionRequest) *ChatRequest {
+	request.ClearEmptyMessages()
 	chatRequest := &ChatRequest{
 		Stream:    request.Stream,
 		MaxTokens: request.MaxTokens,
diff --git a/providers/cohere/chat.go b/providers/cohere/chat.go
index 837908af..0f4b5080 100644
--- a/providers/cohere/chat.go
+++ b/providers/cohere/chat.go
@@ -86,6 +86,7 @@ func (p *CohereProvider) getChatRequest(request *types.ChatCompletionRequest) (*
 }
 
 func ConvertFromChatOpenai(request *types.ChatCompletionRequest) (*CohereRequest, *types.OpenAIErrorWithStatusCode) {
+	request.ClearEmptyMessages()
 	cohereRequest := CohereRequest{
 		Model:            request.Model,
 		MaxTokens:        request.MaxTokens,
diff --git a/providers/gemini/chat.go b/providers/gemini/chat.go
index 5875d86b..e1210fd3 100644
--- a/providers/gemini/chat.go
+++ b/providers/gemini/chat.go
@@ -86,6 +86,7 @@ func (p *GeminiProvider) getChatRequest(request *types.ChatCompletionRequest) (*
 }
 
 func convertFromChatOpenai(request *types.ChatCompletionRequest) (*GeminiChatRequest, *types.OpenAIErrorWithStatusCode) {
+	request.ClearEmptyMessages()
 	geminiRequest := GeminiChatRequest{
 		Contents: make([]GeminiChatContent, 0, len(request.Messages)),
 		SafetySettings: []GeminiChatSafetySettings{
diff --git a/providers/minimax/chat.go b/providers/minimax/chat.go
index 6aa47bf0..88d95d71 100644
--- a/providers/minimax/chat.go
+++ b/providers/minimax/chat.go
@@ -132,6 +132,7 @@ func (p *MiniMaxProvider) convertToChatOpenai(response *MiniMaxChatResponse, req
 func convertFromChatOpenai(request *types.ChatCompletionRequest) *MiniMaxChatRequest {
 	var botSettings []MiniMaxBotSetting
 	var messges []MiniMaxChatMessage
+	request.ClearEmptyMessages()
 	for _, message := range request.Messages {
 		if message.Role == types.ChatMessageRoleSystem {
 			botSettings = append(botSettings, MiniMaxBotSetting{
diff --git a/providers/mistral/chat.go b/providers/mistral/chat.go
index a8b532d1..d9eaa122 100644
--- a/providers/mistral/chat.go
+++ b/providers/mistral/chat.go
@@ -79,6 +79,7 @@ func (p *MistralProvider) getChatRequest(request *types.ChatCompletionRequest) (
 }
 
 func convertFromChatOpenai(request *types.ChatCompletionRequest) *MistralChatCompletionRequest {
+	request.ClearEmptyMessages()
 	mistralRequest := &MistralChatCompletionRequest{
 		Model:       request.Model,
 		Messages:    make([]types.ChatCompletionMessage, 0, len(request.Messages)),
diff --git a/providers/moonshot/chat.go b/providers/moonshot/chat.go
new file mode 100644
index 00000000..e45ba2e2
--- /dev/null
+++ b/providers/moonshot/chat.go
@@ -0,0 +1,72 @@
+package moonshot
+
+import (
+	"net/http"
+	"one-api/common"
+	"one-api/common/requester"
+	"one-api/providers/openai"
+	"one-api/types"
+)
+
+func (p *MoonshotProvider) CreateChatCompletion(request *types.ChatCompletionRequest) (openaiResponse *types.ChatCompletionResponse, errWithCode *types.OpenAIErrorWithStatusCode) {
+	request.ClearEmptyMessages()
+	req, errWithCode := p.GetRequestTextBody(common.RelayModeChatCompletions, request.Model, request)
+	if errWithCode != nil {
+		return nil, errWithCode
+	}
+	defer req.Body.Close()
+
+	response := &openai.OpenAIProviderChatResponse{}
+	// 发送请求
+	_, errWithCode = p.Requester.SendRequest(req, response, false)
+	if errWithCode != nil {
+		return nil, errWithCode
+	}
+
+	// 检测是否错误
+	openaiErr := openai.ErrorHandle(&response.OpenAIErrorResponse)
+	if openaiErr != nil {
+		errWithCode = &types.OpenAIErrorWithStatusCode{
+			OpenAIError: *openaiErr,
+			StatusCode:  http.StatusBadRequest,
+		}
+		return nil, errWithCode
+	}
+
+	if response.Usage == nil {
+		response.Usage = &types.Usage{
+			PromptTokens:     p.Usage.PromptTokens,
+			CompletionTokens: 0,
+			TotalTokens:      0,
+		}
+		// 那么需要计算
+		response.Usage.CompletionTokens = common.CountTokenText(response.GetContent(), request.Model)
+		response.Usage.TotalTokens = response.Usage.PromptTokens + response.Usage.CompletionTokens
+	}
+
+	*p.Usage = *response.Usage
+
+	return &response.ChatCompletionResponse, nil
+}
+
+func (p *MoonshotProvider) CreateChatCompletionStream(request *types.ChatCompletionRequest) (requester.StreamReaderInterface[string], *types.OpenAIErrorWithStatusCode) {
+	request.ClearEmptyMessages()
+	req, errWithCode := p.GetRequestTextBody(common.RelayModeChatCompletions, request.Model, request)
+	if errWithCode != nil {
+		return nil, errWithCode
+	}
+	defer req.Body.Close()
+
+	// 发送请求
+	resp, errWithCode := p.Requester.SendRequestRaw(req)
+	if errWithCode != nil {
+		return nil, errWithCode
+	}
+
+	chatHandler := openai.OpenAIStreamHandler{
+		Usage:     p.Usage,
+		ModelName: request.Model,
+	}
+
+	return requester.RequestStream(p.Requester, resp, chatHandler.HandlerChatStream)
+}
diff --git a/providers/tencent/chat.go b/providers/tencent/chat.go
index 35d53d2a..18e009ab 100644
--- a/providers/tencent/chat.go
+++ b/providers/tencent/chat.go
@@ -123,6 +123,7 @@ func (p *TencentProvider) convertToChatOpenai(response *TencentChatResponse, req
 }
 
 func convertFromChatOpenai(request *types.ChatCompletionRequest) *TencentChatRequest {
+	request.ClearEmptyMessages()
 	messages := make([]TencentMessage, 0, len(request.Messages))
 	for i := 0; i < len(request.Messages); i++ {
 		message := request.Messages[i]
diff --git a/providers/xunfei/chat.go b/providers/xunfei/chat.go
index e22bddaa..0578d73f 100644
--- a/providers/xunfei/chat.go
+++ b/providers/xunfei/chat.go
@@ -74,6 +74,7 @@ func (p *XunfeiProvider) getChatRequest(request *types.ChatCompletionRequest) (*
 }
 
 func (p *XunfeiProvider) convertFromChatOpenai(request *types.ChatCompletionRequest) *XunfeiChatRequest {
+	request.ClearEmptyMessages()
 	messages := make([]XunfeiMessage, 0, len(request.Messages))
 	for _, message := range request.Messages {
 		if message.FunctionCall != nil || message.ToolCalls != nil {
diff --git a/providers/zhipu/chat.go b/providers/zhipu/chat.go
index 03981e21..fc2ee6a5 100644
--- a/providers/zhipu/chat.go
+++ b/providers/zhipu/chat.go
@@ -110,6 +110,7 @@ func (p *ZhipuProvider) convertToChatOpenai(response *ZhipuResponse, request *ty
 }
 
 func (p *ZhipuProvider) convertFromChatOpenai(request *types.ChatCompletionRequest) *ZhipuRequest {
+	request.ClearEmptyMessages()
 	for i, _ := range request.Messages {
 		request.Messages[i].Role = convertRole(request.Messages[i].Role)
 		if request.Messages[i].FunctionCall != nil {
diff --git a/types/chat.go b/types/chat.go
index 0618b41a..8c414ffd 100644
--- a/types/chat.go
+++ b/types/chat.go
@@ -205,6 +205,16 @@ func (r *ChatCompletionRequest) GetFunctions() []*ChatCompletionFunction {
 	return r.Functions
 }
 
+func (r *ChatCompletionRequest) ClearEmptyMessages() {
+	var messages []ChatCompletionMessage
+	for _, message := range r.Messages {
+		if message.StringContent() != "" || message.ToolCalls != nil || message.FunctionCall != nil {
+			messages = append(messages, message)
+		}
+	}
+	r.Messages = messages
+}
+
 type ChatCompletionFunction struct {
 	Name        string `json:"name"`
 	Description string `json:"description"`