Merge branch 'master' of code.gitlink.org.cn:zolo2468216537/coeditor

.gitignore

@@ -4,7 +4,7 @@ GinSkeleton/.vscode
 GinSkeleton/.idea/
 .idea/
 .idea
-GinSkeleton/storage/
-GinSkeleton/storage/
 
 ckeditor5/node_modules/*
+GinSkeleton/config/gorm_v2.yml
+GinSkeleton/public/storage

GinSkeleton/api_doc.md

@@ -185,3 +185,58 @@ Authorization|Headers|string|必填|Bearer eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.
     "msg": "Success"
 }
 ```  
+
+####    请求图片文字识别        
+>    <font color=#FF4500>*post*，/admin/ai_recognition/pic_recognition</font>    
+
+参数字段|参数属性|类型|选项|默认值
+---|---|---|---|---
+pic|form-data|string|必填|"" (示例内容在 storage/app/test/文字识别.txt 中)
+
+> 返回示例：
+```json
+{
+    "code": 200,
+    "data": {
+        "words": "out[entry]=\nfor each basic block ∈N -{entry}\nout[B] =\nchange = true\nwhile (changes) {\n// Find: fix point solution\nchange = false\nfor each B∈N - {entry} {\noldout = out[B]\nin[B]= Uout[P]\nP∈pred[B]\nout[B] = GEN[B] ∪ (in[B]∩ PRSV[B])\nif(out[B] ≠ oldout) change = true;\n}\n}\n"
+    },
+    "msg": "Success"
+}
+```  
+
+####    请求语音识别        
+>    <font color=#FF4500>*post*，/admin/ai_recognition/voc_recognition</font>    
+
+参数字段|参数属性|类型|选项|默认值
+---|---|---|---|---
+voc|form-data|string|必填|"" (示例内容在 storage/app/test/A13_221.txt 中)
+
+> 返回示例：
+```json
+{
+    "code": 200,
+    "data": {
+        "words": "韩国的基本目标是射箭三块金牌只到三块金牌，羽毛球，两块金牌，以及举重等12块金牌。\n"
+    },
+    "msg": "Success"
+}
+```  
+
+####    请求文本优化        
+>    <font color=#FF4500>*post*，/admin/ai_doc/doc_refine</font>    
+
+参数字段|参数属性|类型|选项|默认值
+---|---|---|---|---
+doc|form-data|string|必填|""
+background|form-data|string||""
+type|form-data|string|必填|"abstract"/"decorate"/"sequel_writing"/"rewrite_wrong"/"translate"
+> 返回示例：
+```json
+{
+    "code": 200,
+    "data": {
+        "new_doc": "Whether it's a business report, an academic paper, or a creative piece of writing, this module can polish the language, correct grammar and spelling errors, and optimize the overall structure."
+    },
+    "msg": "Success"
+}
+```  

GinSkeleton/app/global/consts/consts.go

@@ -38,8 +38,8 @@ const (
 	CurdCreatFailMsg         string = "新增失败"
 	CurdUpdateFailCode       int    = -400201
 	CurdUpdateFailMsg        string = "更新失败"
-	CurdUpdatePassFailCode  int    = -400207
+	CurdUpdatePassFailCode   int    = -400207
-	CurdUpdatePassFailMsg   string = "更新密码失败"
+	CurdUpdatePassFailMsg    string = "更新密码失败"
 	CurdDeleteFailCode       int    = -400202
 	CurdDeleteFailMsg        string = "删除失败"
 	CurdSelectFailCode       int    = -400203
@@ -50,10 +50,10 @@ const (
 	CurdLoginFailMsg         string = "登录失败"
 	CurdRefreshTokenFailCode int    = -400206
 	CurdRefreshTokenFailMsg  string = "刷新Token失败"
-	CurdLogoutFailCode		int	= -400208
+	CurdLogoutFailCode       int    = -400208
-	CurdLogoutFailMsg		string = "登出失败"
+	CurdLogoutFailMsg        string = "登出失败"
-	CurdPublicKeyFailCode		int	= -400209
+	CurdPublicKeyFailCode    int    = -400209
-	CurdPublicKeyFailMsg		string = "密钥获取失败"
+	CurdPublicKeyFailMsg     string = "密钥获取失败"
 	//文件上传
 	FilesUploadFailCode            int    = -400250
 	FilesUploadFailMsg             string = "文件上传失败, 获取上传文件发生错误!"
@@ -77,4 +77,12 @@ const (
 	CaptchaCheckOkMsg             string = "验证码校验通过"
 	CaptchaCheckFailCode          int    = -400355
 	CaptchaCheckFailMsg           string = "验证码校验失败"
+
+	// 模型功能按相关
+	PicRecognitionFailMsg  string = "图片文字识别失败"
+	PicRecognitionFailCode int    = -400450
+	VocRecognitionFailMsg  string = "语音识别失败"
+	VocRecognitionFailCode int    = -400451
+	DocRefineFailMsg       string = "文档优化失败"
+	DocRefineFailCode      int    = -400452
 )

GinSkeleton/app/global/my_errors/my_errors.go

@@ -67,4 +67,10 @@ const (
 	ErrorCasbinCreateAdaptFail        string = "casbin NewAdapterByDBUseTableName 发生错误："
 	ErrorCasbinCreateEnforcerFail     string = "casbin NewEnforcer 发生错误："
 	ErrorCasbinNewModelFromStringFail string = "NewModelFromString 调用时出错："
+
+	// baiduCE 访问出现的错误
+	ErrorBaiduCEGetTokenFail string = "访问百度智能云时，获得access_token 出现问题："
+	ErrorBaiduCEUseOCRFail   string = "使用百度智能云OCR接口失败："
+	ErrorBaiduCEPostFail     string = "使用百度智能云接口失败(POST通用)："
+	ErrorBaiduCEUseVOPFail   string = "使用百度智能云VOP接口失败："
 )

GinSkeleton/app/http/controller/web/ai_recognition_controller.go

@@ -0,0 +1,32 @@
+package web
+
+import (
+	"goskeleton/app/global/consts"
+	"goskeleton/app/service/ai_model_cli"
+	"goskeleton/app/utils/response"
+
+	"github.com/gin-gonic/gin"
+)
+
+type AiRecognition struct {
+}
+
+//	Ai 模型识别模块，与ai相关的识别功能，包括：图片文字识别、语音识别
+//
+// 图片文字识别
+func (u *AiRecognition) PicRecognition(context *gin.Context) {
+	if r, recogWords := ai_model_cli.RequestOCR(context); r {
+		response.Success(context, consts.CurdStatusOkMsg, recogWords)
+	} else {
+		response.Fail(context, consts.PicRecognitionFailCode, consts.PicRecognitionFailMsg, "")
+	}
+}
+
+// 语音文字识别
+func (u *AiRecognition) VocRecognition(context *gin.Context) {
+	if r, recogWords := ai_model_cli.RequestVOP(context); r {
+		response.Success(context, consts.CurdStatusOkMsg, recogWords)
+	} else {
+		response.Fail(context, consts.VocRecognitionFailCode, consts.VocRecognitionFailMsg, "")
+	}
+}

GinSkeleton/app/http/controller/web/doc_refine_controller.go

@@ -0,0 +1,22 @@
+package web
+
+import (
+	"goskeleton/app/global/consts"
+	"goskeleton/app/service/ai_model_cli"
+	"goskeleton/app/utils/response"
+
+	"github.com/gin-gonic/gin"
+)
+
+type DocRefine struct {
+}
+
+//	Ai 模型进行文档优化
+
+func (u *DocRefine) DocRefine(context *gin.Context) {
+	if r, recogWords := ai_model_cli.RequestQianFan(context); r {
+		response.Success(context, consts.CurdStatusOkMsg, recogWords)
+	} else {
+		response.Fail(context, consts.DocRefineFailCode, consts.DocRefineFailMsg, "")
+	}
+}

GinSkeleton/app/http/validator/common/register_validator/web_register_validator.go

@@ -5,6 +5,8 @@ import (
 	"goskeleton/app/global/consts"
 	"goskeleton/app/http/validator/common/upload_files"
 	"goskeleton/app/http/validator/common/websocket"
+	"goskeleton/app/http/validator/web/ai_doc.go"
+	"goskeleton/app/http/validator/web/ai_recognition"
 	"goskeleton/app/http/validator/web/users"
 )
 
@@ -46,4 +48,13 @@ func WebRegisterValidator() {
 	// Websocket 连接验证器
 	key = consts.ValidatorPrefix + "WebsocketConnect"
 	containers.Set(key, websocket.Connect{})
+
+	// ai 识别功能相关
+	key = consts.ValidatorPrefix + "PicRecognition"
+	containers.Set(key, ai_recognition.PicRecognition{})
+	key = consts.ValidatorPrefix + "VocRecognition"
+	containers.Set(key, ai_recognition.VocRecognition{})
+	// ai文档优化
+	key = consts.ValidatorPrefix + "DocRefine"
+	containers.Set(key, ai_doc.DocRefine{})
 }

GinSkeleton/app/http/validator/web/ai_doc.go/doc_refine.go

@@ -0,0 +1,47 @@
+package ai_doc
+
+import (
+	"goskeleton/app/global/consts"
+	"goskeleton/app/http/controller/web"
+	"goskeleton/app/http/validator/core/data_transfer"
+	"goskeleton/app/utils/response"
+	"strings"
+
+	"github.com/gin-gonic/gin"
+)
+
+type DocRefine struct {
+	Type       string `form:"type" json:"type" binding:"required"` // 必填、
+	Doc        string `form:"doc" json:"doc"  binding:"required"`  // 必填、对于文本,表示它的长度>=1
+	Background string `form:"background" json:"background" `
+}
+
+var Types = []string{"abstract", "decorate", "sequel_writing", "rewrite_wrong", "translate"}
+
+func (d DocRefine) CheckParams(context *gin.Context) {
+	if err := context.ShouldBind(&d); err != nil {
+		// 将表单参数验证器出现的错误直接交给错误翻译器统一处理即可
+		response.ValidatorError(context, err)
+		return
+	}
+	// 判断是否在类型中
+	t := d.Type
+	isExit := false
+	for _, e := range Types {
+		if strings.TrimSpace(t) == e {
+			isExit = true
+			break
+		}
+	}
+	if !isExit {
+		response.ErrorSystem(context, "DocRefine表单参数验证器json化失败", "")
+		return
+	}
+	//  该函数主要是将本结构体的字段（成员）按照 consts.ValidatorPrefix+ json标签对应的 键 => 值 形式绑定在上下文，便于下一步（控制器）可以直接通过 context.Get(键) 获取相关值
+	extraAddBindDataContext := data_transfer.DataAddContext(d, consts.ValidatorPrefix, context)
+	if extraAddBindDataContext == nil {
+		response.ErrorSystem(context, "DocRefine表单参数验证器json化失败", "")
+		return
+	}
+	(&web.DocRefine{}).DocRefine(extraAddBindDataContext)
+}

GinSkeleton/app/http/validator/web/ai_recognition/pic_recognition.go

@@ -0,0 +1,64 @@
+package ai_recognition
+
+import (
+	"bytes"
+	"encoding/base64"
+	"goskeleton/app/global/consts"
+	"goskeleton/app/http/controller/web"
+	"goskeleton/app/http/validator/core/data_transfer"
+	"goskeleton/app/utils/response"
+	"image"
+	"math"
+
+	"github.com/gin-gonic/gin"
+)
+
+type PicRecognition struct {
+	Pic string `form:"pic" json:"pic"  binding:"required"` // 必填、对于文本,表示它的长度>=1
+}
+
+func (p PicRecognition) CheckParams(context *gin.Context) {
+	if err := context.ShouldBind(&p); err != nil {
+		// 将表单参数验证器出现的错误直接交给错误翻译器统一处理即可
+		response.ValidatorError(context, err)
+		return
+	}
+	//  该函数主要是将本结构体的字段（成员）按照 consts.ValidatorPrefix+ json标签对应的 键 => 值 形式绑定在上下文，便于下一步（控制器）可以直接通过 context.Get(键) 获取相关值
+	extraAddBindDataContext := data_transfer.DataAddContext(p, consts.ValidatorPrefix, context)
+	if extraAddBindDataContext == nil {
+		response.ErrorSystem(context, "PicRecognition表单参数验证器json化失败", "")
+		return
+	}
+	pic := p.Pic
+	// 先进行 URL 解码
+	// decodedPic, err := url.QueryUnescape(pic)
+	// if err != nil {
+	// 	response.ErrorSystem(context, "PicRecognition表单参数验证器URL解码失败", "")
+	// 	return
+	// }
+	// 再进行 Base64 解码
+	decodedData, err := base64.StdEncoding.DecodeString(pic)
+	if err != nil {
+		response.ErrorSystem(context, "PicRecognition表单参数验证器Base64解码失败", "")
+		return
+	}
+	// 检查大小不超过 10M（10 * 1024 * 1024 字节）
+	if len(decodedData) > 10*1024*1024 {
+		response.ErrorSystem(context, "PicRecognition表单参数验证器图片大小超过 10M", "")
+		return
+	}
+	// 将字节数据转换为图像以检查格式和尺寸
+	img, _, err := image.Decode(bytes.NewReader(decodedData))
+	if err != nil {
+		return
+	}
+	bounds := img.Bounds()
+	minSide := math.Min(float64(bounds.Dx()), float64(bounds.Dy()))
+	maxSide := math.Max(float64(bounds.Dx()), float64(bounds.Dy()))
+	// 最短边至少 15px，最长边最大 8192px
+	if minSide < 15 || maxSide > 8192 {
+		response.ErrorSystem(context, "PicRecognition表单参数验证器图片尺寸过大或过小", "")
+		return
+	}
+	(&web.AiRecognition{}).PicRecognition(extraAddBindDataContext)
+}

GinSkeleton/app/http/validator/web/ai_recognition/voc_recognition.go

@@ -0,0 +1,43 @@
+package ai_recognition
+
+import (
+	"encoding/base64"
+	"goskeleton/app/global/consts"
+	"goskeleton/app/http/controller/web"
+	"goskeleton/app/http/validator/core/data_transfer"
+	"goskeleton/app/utils/response"
+
+	"github.com/gin-gonic/gin"
+)
+
+type VocRecognition struct {
+	Voc string `form:"voc" json:"voc"  binding:"required"` // 必填、对于文本,表示它的长度>=1
+}
+
+func (v VocRecognition) CheckParams(context *gin.Context) {
+	if err := context.ShouldBind(&v); err != nil {
+		// 将表单参数验证器出现的错误直接交给错误翻译器统一处理即可
+		response.ValidatorError(context, err)
+		return
+	}
+	//  该函数主要是将本结构体的字段（成员）按照 consts.ValidatorPrefix+ json标签对应的 键 => 值 形式绑定在上下文，便于下一步（控制器）可以直接通过 context.Get(键) 获取相关值
+	extraAddBindDataContext := data_transfer.DataAddContext(v, consts.ValidatorPrefix, context)
+	if extraAddBindDataContext == nil {
+		response.ErrorSystem(context, "VocRecognition表单参数验证器json化失败", "")
+		return
+	}
+	voc := v.Voc
+	// 先进行 URL 解码
+	// decodedVoc, err := url.QueryUnescape(voc)
+	// if err != nil {
+	// 	response.ErrorSystem(context, "VocRecognition表单参数验证器URL解码失败", "")
+	// 	return
+	// }
+	// 再进行 Base64 解码
+	_, err := base64.StdEncoding.DecodeString(voc)
+	if err != nil {
+		response.ErrorSystem(context, "VocRecognition表单参数验证器Base64解码失败", "")
+		return
+	}
+	(&web.AiRecognition{}).VocRecognition(extraAddBindDataContext)
+}

GinSkeleton/app/service/ai_model_cli/dor_cli.go

@@ -0,0 +1,50 @@
+package ai_model_cli
+
+import (
+	"context"
+	"fmt"
+	"goskeleton/app/global/variable"
+	"strings"
+
+	"github.com/baidubce/bce-qianfan-sdk/go/qianfan"
+	"github.com/gin-gonic/gin"
+)
+
+func RequestQianFan(cont *gin.Context) (r bool, c interface{}) {
+	// 使用安全认证AK/SK鉴权，通过环境变量初始化；
+	qianfan.GetConfig().AccessKey = variable.ConfigYml.GetString("BaiduCE.QianFanAccessKey")
+	qianfan.GetConfig().SecretKey = variable.ConfigYml.GetString("BaiduCE.QianFanSecretKey")
+
+	// 指定特定模型
+	chat := qianfan.NewChatCompletion(
+		qianfan.WithModel("ERNIE-4.0-8K"),
+	)
+
+	message := ""
+	t := strings.TrimSpace(cont.PostForm("type"))
+	b := strings.TrimSpace(cont.PostForm("background"))
+	d := strings.TrimSpace(cont.PostForm("doc"))
+	switch t {
+	case "abstract":
+		message = "请在这个背景下：" + b + "\n对下文进行概括，不要改变原有语言：" + d
+	case "decorate":
+		message = "请在这个背景下：" + b + "\n对下文进行润色，不要改变原有语言：" + d
+	case "sequel_writing":
+		message = "请在这个背景下：" + b + "\n对下文进行续写，不要改变原有语言：" + d
+	case "rewrite_wrong":
+		message = "请在这个背景下：" + b + "\n对下文进行改错，不要改变原有语言：" + d
+	case "translate":
+		message = "请在这个背景下：" + b + "\n对下文进行翻译：" + d
+	}
+
+	resp, _ := chat.Do(
+		context.TODO(),
+		&qianfan.ChatCompletionRequest{
+			Messages: []qianfan.ChatCompletionMessage{
+				qianfan.ChatCompletionUserMessage(message),
+			},
+		},
+	)
+	fmt.Println(resp.Result)
+	return true, gin.H{"new_doc": resp.Result}
+}

GinSkeleton/app/service/ai_model_cli/ocr_cli.go

@@ -0,0 +1,76 @@
+package ai_model_cli
+
+import (
+	"goskeleton/app/global/my_errors"
+	"goskeleton/app/global/variable"
+	"goskeleton/app/utils/baidubce"
+	"net/http"
+	"net/url"
+	"strings"
+
+	"github.com/gin-gonic/gin"
+)
+
+/**
+ * 向百度智能云ocr(基础精准版)发送消息, 获得识别消息
+ * @return 识别出的信息的内容
+ */
+func RequestOCR(context *gin.Context) (r bool, c interface{}) {
+	path := "https://aip.baidubce.com/rest/2.0/ocr/v1/accurate_basic?access_token=" + baidubce.GetAccessToken()
+	// 获得图片数据，需要 base64 和urlencode处理
+	// TODO:linlnf
+	content := context.PostForm("pic")
+
+	// 组装 body 数据，参数在该网址：https://cloud.baidu.com/doc/OCR/s/1k3h7y3db
+	data := make(url.Values)
+	data.Set("detect_direction", "false")
+	data.Set("paragraph", "false")
+	data.Set("probability", "false")
+	data.Set("multidirectional_recognize", "false")
+	data.Set("image", content)
+	payload := strings.NewReader(data.Encode())
+	client := &http.Client{}
+	// 请求数据
+	req, err := http.NewRequest("POST", path, payload)
+	if err != nil {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEUseOCRFail + err.Error())
+		return false, nil
+	}
+	req.Header.Add("Content-Type", "application/x-www-form-urlencoded")
+	req.Header.Add("Accept", "application/json")
+	res, err := client.Do(req)
+
+	if err != nil {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEUseOCRFail + err.Error())
+		return false, nil
+	}
+	defer res.Body.Close()
+	//从res中提取识别出的字符信息
+	mbody, err := baidubce.DecodeResBody(res, "ocr")
+	if err != nil {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEUseOCRFail + err.Error())
+		return false, nil
+	}
+	return true, gin.H{
+		"words": decodeOCRBody2Str(mbody),
+	}
+}
+
+/*
+ * 将返回的内容中的所有识别出的文字信息进行组合
+ * @return 识别出的信息的内容字符串
+ */
+func decodeOCRBody2Str(mbody map[string]interface{}) (str string) {
+	words, ok := mbody["words_result"]
+	if ok {
+		sliceWords, ok := words.([]interface{})
+		if ok {
+			// 遍历切片
+			for _, word := range sliceWords {
+				str += word.(map[string]interface{})["words"].(string) + "\n"
+			}
+		}
+		return str
+	}
+	return ""
+}

GinSkeleton/app/service/ai_model_cli/vop_cli.go

@@ -0,0 +1,89 @@
+package ai_model_cli
+
+import (
+	"bytes"
+	"encoding/base64"
+	"encoding/json"
+	"goskeleton/app/global/my_errors"
+	"goskeleton/app/global/variable"
+	"goskeleton/app/utils/baidubce"
+	"net/http"
+
+	"github.com/gin-gonic/gin"
+)
+
+type BaiduBCEVOP struct {
+	Format  string `json:"format"`
+	Rate    int    `json:"rate"`
+	Channel int    `json:"channel"`
+	Cuid    string `json:"cuid"`
+	DevPid  int    `json:"dev_pid"`
+	Speech  string `json:"speech"`
+	Len     int    `json:"len"`
+	Token   string `json:"token"`
+}
+
+/**
+ * 向百度智能云ocr(基础精准版)发送消息, 获得识别消息
+ * @return 识别出的信息的内容
+ */
+func RequestVOP(context *gin.Context) (r bool, c interface{}) {
+	path := "https://vop.baidu.com/pro_api"
+	// 获得语音数据，需要 base64 和urlencode处理
+	// TODO:linlnf
+	content := context.PostForm("voc")
+	// 再进行 Base64 解码
+	decodedVoc, _ := base64.StdEncoding.DecodeString(content)
+	// 组装 body 数据，参数在该网址：https://cloud.baidu.com/doc/SPEECH/s/4lbxdz34z
+	jsonData, _ := json.Marshal(BaiduBCEVOP{
+		Format:  "pcm",
+		Rate:    16000,
+		Channel: 1,
+		Cuid:    "kRxqyFGTgJOtBU4b5LnhWEvX6g8EU4Z7",
+		DevPid:  80001,
+		Speech:  content,
+		Len:     len(decodedVoc),
+		Token:   baidubce.GetAccessToken(),
+	})
+
+	client := &http.Client{}
+	// 请求数据
+	req, err := http.NewRequest("POST", path, bytes.NewBuffer(jsonData))
+	if err != nil {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEUseVOPFail + err.Error())
+		return false, nil
+	}
+	req.Header.Add("Content-Type", "application/json")
+	req.Header.Add("Accept", "application/json")
+	res, err := client.Do(req)
+
+	if err != nil {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEUseVOPFail + err.Error())
+		return false, nil
+	}
+	defer res.Body.Close()
+	//从res中提取识别出的信息
+	mbody, err := baidubce.DecodeResBody(res, "vop")
+	if err != nil {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEUseVOPFail + err.Error())
+		return false, nil
+	}
+	return true, gin.H{
+		"words": decodeBody2Str(mbody),
+	}
+}
+
+/*
+ * 将返回的内容中的所有识别出的文字信息进行组合
+ * @return 识别出的信息的内容字符串
+ */
+func decodeBody2Str(mbody map[string]interface{}) (str string) {
+	words, ok := mbody["result"].([]interface{})
+	if ok {
+		for _, word := range words {
+			str += word.(string) + "\n"
+		}
+		return str
+	}
+	return ""
+}

GinSkeleton/app/utils/baidubce/baidubce.go

@@ -0,0 +1,79 @@
+package baidubce
+
+import (
+	"encoding/json"
+	"errors"
+	"fmt"
+	"goskeleton/app/global/my_errors"
+	"goskeleton/app/global/variable"
+	"io"
+	"net/http"
+	"strings"
+)
+
+/**
+ * 使用 AK，SK 生成鉴权签名（Access Token）
+ * @return string 鉴权签名信息（Access Token）
+ */
+func GetAccessToken() string {
+	url := "https://aip.baidubce.com/oauth/2.0/token"
+	API_KEY := variable.ConfigYml.GetString("BaiduCE.ApiKey")
+	SECRET_KEY := variable.ConfigYml.GetString("BaiduCE.SecretKey")
+	postData := fmt.Sprintf("grant_type=client_credentials&client_id=%s&client_secret=%s", API_KEY, SECRET_KEY)
+	resp, err := http.Post(url, "application/x-www-form-urlencoded", strings.NewReader(postData))
+	if err != nil {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEGetTokenFail + err.Error())
+		return ""
+	}
+	defer resp.Body.Close()
+	body, err := io.ReadAll(resp.Body)
+	if err != nil {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEGetTokenFail + err.Error())
+		return ""
+	}
+	accessTokenObj := map[string]any{}
+	_ = json.Unmarshal([]byte(body), &accessTokenObj)
+	return accessTokenObj["access_token"].(string)
+}
+
+func DecodeResBody(res *http.Response, flag string) (mbody map[string]interface{}, err error) {
+	body, err := io.ReadAll(res.Body)
+	if err != nil {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEPostFail + flag + ", " + err.Error())
+		return nil, err
+	}
+	// json 格式的 body
+	var jbody interface{}
+	fmt.Println(string(body))
+	err = json.Unmarshal(body, &jbody)
+	if err != nil {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEPostFail + flag + ", " + err.Error())
+		return nil, err
+	}
+	mbody = jbody.(map[string]interface{})
+
+	var err_str string
+	switch flag {
+	case "vop":
+		err_str1, _ := mbody["err_msg"].(string)
+		if err_str1 == "success." {
+			err_str = ""
+		} else {
+			err_str = err_str1
+		}
+	default:
+		err_str2, _ := mbody["error_msg"].(string)
+		if err_str2 == "" {
+			err_str = ""
+		} else {
+			err_str = err_str2
+		}
+	}
+
+	if err_str != "" {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEPostFail + flag + ", " + err_str)
+		err = errors.New(err_str)
+		return nil, err
+	}
+	return mbody, err
+}

GinSkeleton/app/utils/files/baseInfo.go

@@ -1,6 +1,7 @@
 package files
 
 import (
+	"encoding/base64"
 	"goskeleton/app/global/my_errors"
 	"goskeleton/app/global/variable"
 	"mime/multipart"
@@ -47,3 +48,12 @@ func GetFilesMimeByFp(fp multipart.File) string {
 
 	return http.DetectContentType(buffer)
 }
+
+// 读取本地文件，进行Base64编码
+func GetFileBase64(filePath string) (int, string, error) {
+	data, err := os.ReadFile(filePath)
+	if err != nil {
+		return 0, "", err
+	}
+	return len(data), base64.StdEncoding.EncodeToString(data), nil
+}

GinSkeleton/config/config.yml

@@ -144,3 +144,9 @@ Captcha:
   captchaValue: "captcha_value"   #验证码值提交时的键名
   length: 4   # 验证码生成时的长度
 
+
+BaiduCE: 
+  ApiKey: "AR1SUIjaKSsCcDjj11QzHDOc" # 生成鉴权签名时使用的 API_KEY
+  SecretKey: "zvEb5CzpuGCZNdQC1TPmDh3IOWn5aWDT" # 生成鉴权签名时使用的 SECRET_KEY
+  QianFanAccessKey: "ALTAKOxb5YvHncyFr7Qbuv1cK0" # 访问千帆sdk 时用的 AccessKey
+  QianFanSecretKey: "1edf17c358574e75b9913ebff7d95b61" # 访问千帆sdk 时用的 SecretKey

GinSkeleton/go.mod

@@ -31,6 +31,8 @@ require (
 require (
 	github.com/BurntSushi/toml v1.4.0 // indirect
 	github.com/axgle/mahonia v0.0.0-20180208002826-3358181d7394 // indirect
+	github.com/baidubce/bce-qianfan-sdk/go/qianfan v0.0.12 // indirect
+	github.com/baidubce/bce-sdk-go v0.9.164 // indirect
 	github.com/bytedance/sonic v1.11.6 // indirect
 	github.com/bytedance/sonic/loader v0.1.1 // indirect
 	github.com/casbin/govaluate v1.2.0 // indirect
@@ -67,6 +69,7 @@ require (
 	github.com/remyoudompheng/bigfft v0.0.0-20230126093431-47fa9a501578 // indirect
 	github.com/sagikazarmark/locafero v0.4.0 // indirect
 	github.com/sagikazarmark/slog-shim v0.1.0 // indirect
+	github.com/sirupsen/logrus v1.9.3 // indirect
 	github.com/sourcegraph/conc v0.3.0 // indirect
 	github.com/spf13/afero v1.11.0 // indirect
 	github.com/spf13/cast v1.6.0 // indirect

GinSkeleton/go.sum

@@ -20,6 +20,10 @@ github.com/BurntSushi/toml v1.4.0 h1:kuoIxZQy2WRRk1pttg9asf+WVv6tWQuBNVmK8+nqPr0
 github.com/BurntSushi/toml v1.4.0/go.mod h1:ukJfTF/6rtPPRCnwkur4qwRxa8vTRFBF0uk2lLoLwho=
 github.com/axgle/mahonia v0.0.0-20180208002826-3358181d7394 h1:OYA+5W64v3OgClL+IrOD63t4i/RW7RqrAVl9LTZ9UqQ=
 github.com/axgle/mahonia v0.0.0-20180208002826-3358181d7394/go.mod h1:Q8n74mJTIgjX4RBBcHnJ05h//6/k6foqmgE45jTQtxg=
+github.com/baidubce/bce-qianfan-sdk/go/qianfan v0.0.12 h1:IGb3rV9QyCJa/d3ZvXiuZkacO0BS2pmGi1BP7dZ5IEA=
+github.com/baidubce/bce-qianfan-sdk/go/qianfan v0.0.12/go.mod h1:f/kIWWvAHAcU7bzgkfN30SkpN0I4lLvsJkljVK6v5YY=
+github.com/baidubce/bce-sdk-go v0.9.164 h1:7gswLMsdQyarovMKuv3i6wxFQ3BQgvc5CmyGXb/D/xA=
+github.com/baidubce/bce-sdk-go v0.9.164/go.mod h1:zbYJMQwE4IZuyrJiFO8tO8NbtYiKTFTbwh4eIsqjVdg=
 github.com/bytedance/sonic v1.11.6 h1:oUp34TzMlL+OY1OUWxHqsdkgC/Zfc85zGqw9siXjrc0=
 github.com/bytedance/sonic v1.11.6/go.mod h1:LysEHSvpvDySVdC2f87zGWf6CIKJcAvqab1ZaiQtds4=
 github.com/bytedance/sonic/loader v0.1.1 h1:c+e5Pt1k/cy5wMveRDyk2X4B9hF4g7an8N3zCYjJFNM=
@@ -167,6 +171,8 @@ github.com/sagikazarmark/locafero v0.4.0 h1:HApY1R9zGo4DBgr7dqsTH/JJxLTTsOt7u6ke
 github.com/sagikazarmark/locafero v0.4.0/go.mod h1:Pe1W6UlPYUk/+wc/6KFhbORCfqzgYEpgQ3O5fPuL3H4=
 github.com/sagikazarmark/slog-shim v0.1.0 h1:diDBnUNK9N/354PgrxMywXnAwEr1QZcOr6gto+ugjYE=
 github.com/sagikazarmark/slog-shim v0.1.0/go.mod h1:SrcSrq8aKtyuqEI1uvTDTK1arOWRIczQRv+GVI1AkeQ=
+github.com/sirupsen/logrus v1.9.3 h1:dueUQJ1C2q9oE3F7wvmSGAaVtTmUizReu6fjN8uqzbQ=
+github.com/sirupsen/logrus v1.9.3/go.mod h1:naHLuLoDiP4jHNo9R0sCBMtWGeIprob74mVsIT4qYEQ=
 github.com/sourcegraph/conc v0.3.0 h1:OQTbbt6P72L20UqAkXXuLOj79LfEanQ+YQFNpLA9ySo=
 github.com/sourcegraph/conc v0.3.0/go.mod h1:Sdozi7LEKbFPqYX2/J+iBAM6HpqSLTASQIKqDmF7Mt0=
 github.com/spf13/afero v1.11.0 h1:WJQKhtpdm3v2IzqG8VMqrr6Rf3UYpEF239Jy9wNepM8=
@@ -247,6 +253,7 @@ golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20210616045830-e2b7044e8c71/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=

GinSkeleton/routers/web.go

@@ -61,6 +61,22 @@ func InitWebRouter_Co() *gin.Engine {
 			// 刷新token，当过期的token在允许失效的延长时间范围内，用旧token换取新token
 			refreshToken.Use(authorization.RefreshTokenConditionCheck()).POST("refreshtoken", validatorFactory.Create(consts.ValidatorPrefix+"RefreshToken"))
 		}
+		// TODO:linlnf
+		// 人工智能识别相关
+		aiRecognition := backend.Group("ai_recognition/")
+		{
+			// 请求图片文字识别
+			aiRecognition.POST("pic_recognition", validatorFactory.Create(consts.ValidatorPrefix+"PicRecognition"))
+			// 请求语音识别
+			aiRecognition.POST("voc_recognition", validatorFactory.Create(consts.ValidatorPrefix+"VocRecognition"))
+		}
+		// TODO:linlnf
+		// 人工智能文档处理相关
+		aiDoc := backend.Group("ai_doc/")
+		{
+			// 请求优化文字
+			aiDoc.POST("doc_refine", validatorFactory.Create(consts.ValidatorPrefix+"DocRefine"))
+		}
 
 		// 【需要token】中间件验证的路由
 		backend.Use(authorization.CheckTokenAuth())

README.md

@@ -1,5 +1,5 @@
 # 后端启动
-`cd GinSkeleton; go mod tidy; go run main.go`
+`cd GinSkeleton; go mod tidy; go run main.go `
 api文档见 `GinSkeleton/api_doc.md`
 # CKEditor
 `ckeditor5-build-classic/handbook.md`中有一些参考，