diff --git a/relay/channel/gemini/relay-gemini.go b/relay/channel/gemini/relay-gemini.go
index adc771e2..0f4a54cf 100644
--- a/relay/channel/gemini/relay-gemini.go
+++ b/relay/channel/gemini/relay-gemini.go
@@ -49,12 +49,20 @@ const (
 	flash25LiteMaxBudget = 24576
 )
 
-// clampThinkingBudget 根据模型名称将预算限制在允许的范围内
-func clampThinkingBudget(modelName string, budget int) int {
-	isNew25Pro := strings.HasPrefix(modelName, "gemini-2.5-pro") &&
+func isNew25ProModel(modelName string) bool {
+	return strings.HasPrefix(modelName, "gemini-2.5-pro") &&
 		!strings.HasPrefix(modelName, "gemini-2.5-pro-preview-05-06") &&
 		!strings.HasPrefix(modelName, "gemini-2.5-pro-preview-03-25")
-	is25FlashLite := strings.HasPrefix(modelName, "gemini-2.5-flash-lite")
+}
+
+func is25FlashLiteModel(modelName string) bool {
+	return strings.HasPrefix(modelName, "gemini-2.5-flash-lite")
+}
+
+// clampThinkingBudget 根据模型名称将预算限制在允许的范围内
+func clampThinkingBudget(modelName string, budget int) int {
+	isNew25Pro := isNew25ProModel(modelName)
+	is25FlashLite := is25FlashLiteModel(modelName)
 
 	if is25FlashLite {
 		if budget < flash25LiteMinBudget {
@@ -81,7 +89,34 @@ func clampThinkingBudget(modelName string, budget int) int {
 	return budget
 }
 
-func ThinkingAdaptor(geminiRequest *dto.GeminiChatRequest, info *relaycommon.RelayInfo) {
+// "effort": "high" - Allocates a large portion of tokens for reasoning (approximately 80% of max_tokens)
+// "effort": "medium" - Allocates a moderate portion of tokens (approximately 50% of max_tokens)
+// "effort": "low" - Allocates a smaller portion of tokens (approximately 20% of max_tokens)
+func clampThinkingBudgetByEffort(modelName string, effort string) int {
+	isNew25Pro := isNew25ProModel(modelName)
+	is25FlashLite := is25FlashLiteModel(modelName)
+
+	maxBudget := 0
+	if is25FlashLite {
+		maxBudget = flash25LiteMaxBudget
+	}
+	if isNew25Pro {
+		maxBudget = pro25MaxBudget
+	} else {
+		maxBudget = flash25MaxBudget
+	}
+	switch effort {
+	case "high":
+		return maxBudget * 80 / 100
+	case "medium":
+		return maxBudget * 50 / 100
+	case "low":
+		return maxBudget * 20 / 100
+	}
+	return maxBudget * 50 / 100 // 默认medium
+}
+
+func ThinkingAdaptor(geminiRequest *dto.GeminiChatRequest, info *relaycommon.RelayInfo, oaiRequest ...dto.GeneralOpenAIRequest) {
 	if model_setting.GetGeminiSettings().ThinkingAdapterEnabled {
 		modelName := info.UpstreamModelName
 		isNew25Pro := strings.HasPrefix(modelName, "gemini-2.5-pro") &&
@@ -124,6 +159,11 @@ func ThinkingAdaptor(geminiRequest *dto.GeminiChatRequest, info *relaycommon.Rel
 					budgetTokens := model_setting.GetGeminiSettings().ThinkingAdapterBudgetTokensPercentage * float64(geminiRequest.GenerationConfig.MaxOutputTokens)
 					clampedBudget := clampThinkingBudget(modelName, int(budgetTokens))
 					geminiRequest.GenerationConfig.ThinkingConfig.ThinkingBudget = common.GetPointer(clampedBudget)
+				} else {
+					if len(oaiRequest) > 0 {
+						// 如果有reasoningEffort参数，则根据其值设置思考预算
+						geminiRequest.GenerationConfig.ThinkingConfig.ThinkingBudget = common.GetPointer(clampThinkingBudgetByEffort(modelName, oaiRequest[0].ReasoningEffort))
+					}
 				}
 			}
 		} else if strings.HasSuffix(modelName, "-nothinking") {
@@ -156,7 +196,37 @@ func CovertGemini2OpenAI(textRequest dto.GeneralOpenAIRequest, info *relaycommon
 		}
 	}
 
-	ThinkingAdaptor(&geminiRequest, info)
+	adaptorWithExtraBody := false
+
+	if len(textRequest.ExtraBody) > 0 {
+		if !strings.HasSuffix(info.UpstreamModelName, "-nothinking") {
+			var extraBody map[string]interface{}
+			if err := common.Unmarshal(textRequest.ExtraBody, &extraBody); err != nil {
+				return nil, fmt.Errorf("invalid extra body: %w", err)
+			}
+			// eg. {"google":{"thinking_config":{"thinking_budget":5324,"include_thoughts":true}}}
+			if googleBody, ok := extraBody["google"].(map[string]interface{}); ok {
+				adaptorWithExtraBody = true
+				if thinkingConfig, ok := googleBody["thinking_config"].(map[string]interface{}); ok {
+					if budget, ok := thinkingConfig["thinking_budget"].(float64); ok {
+						budgetInt := int(budget)
+						geminiRequest.GenerationConfig.ThinkingConfig = &dto.GeminiThinkingConfig{
+							ThinkingBudget:  common.GetPointer(budgetInt),
+							IncludeThoughts: true,
+						}
+					} else {
+						geminiRequest.GenerationConfig.ThinkingConfig = &dto.GeminiThinkingConfig{
+							IncludeThoughts: true,
+						}
+					}
+				}
+			}
+		}
+	}
+
+	if !adaptorWithExtraBody {
+		ThinkingAdaptor(&geminiRequest, info, textRequest)
+	}
 
 	safetySettings := make([]dto.GeminiChatSafetySettings, 0, len(SafetySettingList))
 	for _, category := range SafetySettingList {