diff --git a/common/image/image.go b/common/image/image.go
index 93da6a06..a602936a 100644
--- a/common/image/image.go
+++ b/common/image/image.go
@@ -15,7 +15,22 @@ import (
 	_ "golang.org/x/image/webp"
 )
 
+func IsImageUrl(url string) (bool, error) {
+	resp, err := http.Head(url)
+	if err != nil {
+		return false, err
+	}
+	if !strings.HasPrefix(resp.Header.Get("Content-Type"), "image/") {
+		return false, nil
+	}
+	return true, nil
+}
+
 func GetImageSizeFromUrl(url string) (width int, height int, err error) {
+	isImage, err := IsImageUrl(url)
+	if !isImage {
+		return
+	}
 	resp, err := http.Get(url)
 	if err != nil {
 		return
@@ -28,6 +43,26 @@ func GetImageSizeFromUrl(url string) (width int, height int, err error) {
 	return img.Width, img.Height, nil
 }
 
+func GetImageFromUrl(url string) (mimeType string, data string, err error) {
+	isImage, err := IsImageUrl(url)
+	if !isImage {
+		return
+	}
+	resp, err := http.Get(url)
+	if err != nil {
+		return
+	}
+	defer resp.Body.Close()
+	buffer := bytes.NewBuffer(nil)
+	_, err = buffer.ReadFrom(resp.Body)
+	if err != nil {
+		return
+	}
+	mimeType = resp.Header.Get("Content-Type")
+	data = base64.StdEncoding.EncodeToString(buffer.Bytes())
+	return
+}
+
 var (
 	reg = regexp.MustCompile(`data:image/([^;]+);base64,`)
 )
diff --git a/common/model-ratio.go b/common/model-ratio.go
index d6b51f84..fa2adaa1 100644
--- a/common/model-ratio.go
+++ b/common/model-ratio.go
@@ -84,6 +84,7 @@ var ModelRatio = map[string]float64{
 	"Embedding-V1":              0.1429, // ￥0.002 / 1k tokens
 	"PaLM-2":                    1,
 	"gemini-pro":                1,      // $0.00025 / 1k characters -> $0.001 / 1k tokens
+	"gemini-pro-vision":         1,      // $0.00025 / 1k characters -> $0.001 / 1k tokens
 	"chatglm_turbo":             0.3572, // ￥0.005 / 1k tokens
 	"chatglm_pro":               0.7143, // ￥0.01 / 1k tokens
 	"chatglm_std":               0.3572, // ￥0.005 / 1k tokens
diff --git a/controller/model.go b/controller/model.go
index 9ae40f5c..6a759b63 100644
--- a/controller/model.go
+++ b/controller/model.go
@@ -432,6 +432,15 @@ func init() {
 			Root:       "gemini-pro",
 			Parent:     nil,
 		},
+		{
+			Id:         "gemini-pro-vision",
+			Object:     "model",
+			Created:    1677649963,
+			OwnedBy:    "google",
+			Permission: permission,
+			Root:       "gemini-pro-vision",
+			Parent:     nil,
+		},
 		{
 			Id:         "chatglm_turbo",
 			Object:     "model",
diff --git a/controller/relay-gemini.go b/controller/relay-gemini.go
index 523018de..ec55d4b6 100644
--- a/controller/relay-gemini.go
+++ b/controller/relay-gemini.go
@@ -7,11 +7,18 @@ import (
 	"io"
 	"net/http"
 	"one-api/common"
+	"one-api/common/image"
 	"strings"
 
 	"github.com/gin-gonic/gin"
 )
 
+// https://ai.google.dev/docs/gemini_api_overview?hl=zh-cn
+
+const (
+	GeminiVisionMaxImageNum = 16
+)
+
 type GeminiChatRequest struct {
 	Contents         []GeminiChatContent        `json:"contents"`
 	SafetySettings   []GeminiChatSafetySettings `json:"safety_settings,omitempty"`
@@ -97,6 +104,30 @@ func requestOpenAI2Gemini(textRequest GeneralOpenAIRequest) *GeminiChatRequest {
 				},
 			},
 		}
+		openaiContent := message.ParseContent()
+		var parts []GeminiPart
+		imageNum := 0
+		for _, part := range openaiContent {
+			if part.Type == ContentTypeText {
+				parts = append(parts, GeminiPart{
+					Text: part.Text,
+				})
+			} else if part.Type == ContentTypeImageURL {
+				imageNum += 1
+				if imageNum > GeminiVisionMaxImageNum {
+					continue
+				}
+				mimeType, data, _ := image.GetImageFromUrl(part.ImageURL.Url)
+				parts = append(parts, GeminiPart{
+					InlineData: &GeminiInlineData{
+						MimeType: mimeType,
+						Data:     data,
+					},
+				})
+			}
+		}
+		content.Parts = parts
+
 		// there's no assistant role in gemini and API shall vomit if Role is not user or model
 		if content.Role == "assistant" {
 			content.Role = "model"
diff --git a/controller/relay-text.go b/controller/relay-text.go
index c49a2abe..64338545 100644
--- a/controller/relay-text.go
+++ b/controller/relay-text.go
@@ -180,9 +180,6 @@ func relayTextHelper(c *gin.Context, relayMode int) *OpenAIErrorWithStatusCode {
 		if baseURL != "" {
 			fullRequestURL = fmt.Sprintf("%s/v1beta2/models/chat-bison-001:generateMessage", baseURL)
 		}
-		apiKey := c.Request.Header.Get("Authorization")
-		apiKey = strings.TrimPrefix(apiKey, "Bearer ")
-		fullRequestURL += "?key=" + apiKey
 	case APITypeGemini:
 		requestBaseURL := "https://generativelanguage.googleapis.com"
 		if baseURL != "" {
@@ -197,9 +194,6 @@ func relayTextHelper(c *gin.Context, relayMode int) *OpenAIErrorWithStatusCode {
 			action = "streamGenerateContent"
 		}
 		fullRequestURL = fmt.Sprintf("%s/%s/models/%s:%s", requestBaseURL, version, textRequest.Model, action)
-		apiKey := c.Request.Header.Get("Authorization")
-		apiKey = strings.TrimPrefix(apiKey, "Bearer ")
-		fullRequestURL += "?key=" + apiKey
 	case APITypeZhipu:
 		method := "invoke"
 		if textRequest.Stream {
@@ -396,9 +390,9 @@ func relayTextHelper(c *gin.Context, relayMode int) *OpenAIErrorWithStatusCode {
 		case APITypeTencent:
 			req.Header.Set("Authorization", apiKey)
 		case APITypePaLM:
-			// do not set Authorization header
+			req.Header.Set("x-goog-api-key", apiKey)
 		case APITypeGemini:
-			// do not set Authorization header
+			req.Header.Set("x-goog-api-key", apiKey)
 		default:
 			req.Header.Set("Authorization", "Bearer "+apiKey)
 		}
diff --git a/controller/relay.go b/controller/relay.go
index b7906d08..e45fd3eb 100644
--- a/controller/relay.go
+++ b/controller/relay.go
@@ -31,6 +31,22 @@ type ImageContent struct {
 	ImageURL *ImageURL `json:"image_url,omitempty"`
 }
 
+const (
+	ContentTypeText     = "text"
+	ContentTypeImageURL = "image_url"
+)
+
+type OpenAIMessageContent struct {
+	Type     string    `json:"type,omitempty"`
+	Text     string    `json:"text"`
+	ImageURL *ImageURL `json:"image_url,omitempty"`
+}
+
+func (m Message) IsStringContent() bool {
+	_, ok := m.Content.(string)
+	return ok
+}
+
 func (m Message) StringContent() string {
 	content, ok := m.Content.(string)
 	if ok {
@@ -44,7 +60,7 @@ func (m Message) StringContent() string {
 			if !ok {
 				continue
 			}
-			if contentMap["type"] == "text" {
+			if contentMap["type"] == ContentTypeText {
 				if subStr, ok := contentMap["text"].(string); ok {
 					contentStr += subStr
 				}
@@ -55,6 +71,47 @@ func (m Message) StringContent() string {
 	return ""
 }
 
+func (m Message) ParseContent() []OpenAIMessageContent {
+	var contentList []OpenAIMessageContent
+	content, ok := m.Content.(string)
+	if ok {
+		contentList = append(contentList, OpenAIMessageContent{
+			Type: ContentTypeText,
+			Text: content,
+		})
+		return contentList
+	}
+	anyList, ok := m.Content.([]any)
+	if ok {
+		for _, contentItem := range anyList {
+			contentMap, ok := contentItem.(map[string]any)
+			if !ok {
+				continue
+			}
+			switch contentMap["type"] {
+			case ContentTypeText:
+				if subStr, ok := contentMap["text"].(string); ok {
+					contentList = append(contentList, OpenAIMessageContent{
+						Type: ContentTypeText,
+						Text: subStr,
+					})
+				}
+			case ContentTypeImageURL:
+				if subObj, ok := contentMap["image_url"].(map[string]any); ok {
+					contentList = append(contentList, OpenAIMessageContent{
+						Type: ContentTypeImageURL,
+						ImageURL: &ImageURL{
+							Url: subObj["url"].(string),
+						},
+					})
+				}
+			}
+		}
+		return contentList
+	}
+	return nil
+}
+
 const (
 	RelayModeUnknown = iota
 	RelayModeChatCompletions
diff --git a/middleware/recover.go b/middleware/recover.go
index c3a3d748..8338a514 100644
--- a/middleware/recover.go
+++ b/middleware/recover.go
@@ -5,6 +5,7 @@ import (
 	"github.com/gin-gonic/gin"
 	"net/http"
 	"one-api/common"
+	"runtime/debug"
 )
 
 func RelayPanicRecover() gin.HandlerFunc {
@@ -12,6 +13,7 @@ func RelayPanicRecover() gin.HandlerFunc {
 		defer func() {
 			if err := recover(); err != nil {
 				common.SysError(fmt.Sprintf("panic detected: %v", err))
+				common.SysError(fmt.Sprintf("stacktrace from panic: %s", string(debug.Stack())))
 				c.JSON(http.StatusInternalServerError, gin.H{
 					"error": gin.H{
 						"message": fmt.Sprintf("Panic detected, error: %v. Please submit a issue here: https://github.com/songquanpeng/one-api", err),
diff --git a/web/src/pages/Channel/EditChannel.js b/web/src/pages/Channel/EditChannel.js
index b1c7ae62..0d4e114d 100644
--- a/web/src/pages/Channel/EditChannel.js
+++ b/web/src/pages/Channel/EditChannel.js
@@ -91,7 +91,7 @@ const EditChannel = () => {
           localModels = ['hunyuan'];
           break;
         case 24:
-          localModels = ['gemini-pro'];
+          localModels = ['gemini-pro', 'gemini-pro-vision'];
           break;
       }
       setInputs((inputs) => ({ ...inputs, models: localModels }));