diff --git a/.vscode/settings.json b/.vscode/settings.json
new file mode 100644
index 0000000..2b8c08a
--- /dev/null
+++ b/.vscode/settings.json
@@ -0,0 +1,3 @@
+{
+    "editor.inlineSuggest.showToolbar": "always"
+}
\ No newline at end of file
diff --git a/api/graphql.go b/api/graphql.go
index de2ee51..7e65f0b 100644
--- a/api/graphql.go
+++ b/api/graphql.go
@@ -106,9 +106,6 @@ func NewSchema() (graphql.Schema, error) {
 							for _, field := range fieldAST.SelectionSet.Selections {
 								fieldAST, ok := field.(*ast.Field)
 								if ok {
-									//if fieldAST.Name.Value == "avatar" {
-									//	fieldAST.Name.Value = fmt.Sprintf("IFNULL(%s,'')", fieldAST.Name.Value)
-									//}
 									fields = append(fields, fieldAST.Name.Value)
 								}
 							}
@@ -138,7 +135,6 @@ func NewSchema() (graphql.Schema, error) {
 				var query strings.Builder
 				query.WriteString(fmt.Sprintf("SELECT %s FROM web_member %s LIMIT %d OFFSET %s", fields_str, where_str, first, after))
 				// 返回翻页信息
-				fmt.Println(query.String())
 				var users []User
 				if err := connection.Select(&users, query.String()); err != nil {
 					fmt.Println("获取用户列表失败", err)
@@ -241,7 +237,6 @@ func NewSchema() (graphql.Schema, error) {
 				// 执行查询
 				var query strings.Builder
 				query.WriteString(fmt.Sprintf("SELECT %s FROM web_images WHERE %s LIMIT %d OFFSET %s", fields_str, where_str, first, after))
-				fmt.Println(query.String())
 
 				var images []Image
 				if err := connection.Select(&images, query.String()); err != nil {
diff --git a/bin/main.go b/bin/main.go
index f6e357c..f5b6aee 100644
--- a/bin/main.go
+++ b/bin/main.go
@@ -103,27 +103,31 @@ func GetNetWorkEmbedding(id int) (embedding []float32) {
 	httpClient := &http.Client{}
 	request, err := http.NewRequest("PUT", fmt.Sprintf("http://%s:%d/api/default/%d", host, port, id), nil)
 	if err != nil {
-		log.Println("请求失败:", err)
+		log.Println("请求失败1:", err)
 		return
 	}
 	response, err := httpClient.Do(request)
 	if err != nil {
-		log.Println("请求失败:", err)
+		log.Println("请求失败2:", err)
 		return
 	}
 	defer response.Body.Close()
-	var result map[string]interface{}
+
+	var result struct {
+		Code    int       `json:"code"`
+		Message string    `json:"message"`
+		Feature []float32 `json:"feature"`
+	}
 	err = json.NewDecoder(response.Body).Decode(&result)
 	if err != nil {
 		log.Println("解析失败:", err)
 		return
 	}
-	if result["code"] != 0 {
-		log.Println("请求失败:", result["message"])
+	if result.Code != 0 {
+		log.Println("请求失败3:", result.Message)
 		return
 	}
-	embedding = result["feature"].([]float32)
-	return embedding
+	return result.Feature
 }
 
 func (image *Image) GetSimilarImagesIdList(collection_name string) (ids []int64) {
@@ -311,7 +315,6 @@ func main() {
 			}
 			if len(text_ids) > 0 {
 				conditions.WriteString(fmt.Sprintf(" WHERE id IN (%s)", strings.Trim(strings.Replace(fmt.Sprint(text_ids), " ", ",", -1), "[]")))
-				fmt.Println("conditions", conditions.String())
 			} else {
 				// 直接返回空列表
 				var images ListView
@@ -338,8 +341,6 @@ func main() {
 			addCondition(&conditions, "sets", "sets")
 		}
 
-		fmt.Println("conditions", conditions.String())
-
 		// 获取图片列表
 		var images ListView
 		var image_list []Image
@@ -378,7 +379,6 @@ func main() {
 		}
 		conditions.WriteString(fmt.Sprintf(" LIMIT %d, %d", (images.Page-1)*images.PageSize, images.PageSize)) // 拼接分页条件
 		sql := fmt.Sprintf("SELECT id, width, height, content, update_time, create_time, user_id, article_id, article_category_top_id, praise_count, collect_count FROM web_images %s", conditions.String())
-		fmt.Println("sql:", sql)
 		rows, err := mysqlConnection.Database.Query(sql)
 		if err != nil {
 			log.Println("获取图片列表失败", err)
@@ -389,7 +389,6 @@ func main() {
 		for rows.Next() {
 			var image Image
 			rows.Scan(&image.Id, &image.Width, &image.Height, &image.Content, &image.UpdateTime, &image.CreateTime, &image.User.ID, &image.Article.Id, &image.ArticleCategoryTopId, &image.PraiseCount, &image.CollectCount)
-			fmt.Println("image", image.User.ID, image.Article.Id)
 			image.UpdateTime = image.UpdateTime.UTC()
 			image.CreateTime = image.CreateTime.UTC()
 			image.Content = regexp.MustCompile(`http:`).ReplaceAllString(image.Content, "https:")
@@ -426,7 +425,6 @@ func main() {
 		var user_ids []int
 		var article_ids []int
 		for _, image := range image_list {
-			fmt.Println("image", image)
 			user_ids = append(user_ids, image.User.ID)
 			article_ids = append(article_ids, image.Article.Id)
 		}
@@ -645,7 +643,6 @@ func main() {
 			return
 		}
 
-		//fmt.Println("safeParam", safeParam)
 		urls, err := models.GetVideoM3U8(safeParam)
 		if err != nil {
 			log.Println("获取视频链接失败", err)
diff --git a/models/mysql.go b/models/mysql.go
index 8746d9c..524092c 100644
--- a/models/mysql.go
+++ b/models/mysql.go
@@ -108,7 +108,6 @@ type User struct {
 
 // 获取一组用户信息
 func QueryUserList(id_list []int) (users []User) {
-	fmt.Println("QueryUserList:", id_list)
 	count := len(id_list)
 	if count == 0 {
 		return
@@ -140,7 +139,6 @@ type Article struct {
 
 // 获取一组文章信息
 func QueryArticleList(id_list []int) (articles []Article) {
-	fmt.Println("QueryArticleList:", id_list)
 	count := len(id_list)
 	if count == 0 {
 		return