refactor: 重构advice模块及添加MongoDB支持

2026-01-31 18:11:02 +08:00 · 2026-01-31 18:11:02 +08:00 · 6fedb76631
parent a950a7b025
commit 6fedb76631
31 changed files with 1076 additions and 232 deletions
--- a/README-test.md
+++ b/README-test.md
--- a/cmd/server/main.go
+++ b/cmd/server/main.go
@ -20,7 +20,7 @@ func main() {
 		log.Fatalf("加载配置失败: %v", err)
 	}

-	app, cleanup, err := InitializeApp(bc, log.DefaultLogger())
+	app, cleanup, err := InitializeApp(ctx, bc, log.DefaultLogger())
 	if err != nil {
 		log.Fatalf("项目初始化失败: %v", err)
 	}
--- a/cmd/server/wire.go
+++ b/cmd/server/wire.go
@ -16,6 +16,7 @@ import (
 	"ai_scheduler/internal/pkg"
 	"ai_scheduler/internal/server"
 	"ai_scheduler/internal/services"
+	"context"

 	// "ai_scheduler/internal/tool_callback"
 	"ai_scheduler/internal/tools"
@ -26,7 +27,7 @@ import (
 )

 // InitializeApp 初始化应用程序
-func InitializeApp(*config.Config, log.AllLogger) (*server.Servers, func(), error) {
+func InitializeApp(ctx context.Context, *config.Config, log.AllLogger) (*server.Servers, func(), error) {
 	panic(wire.Build(
 		server.ProviderSetServer,
 		workflow.ProviderSetWorkflow,
--- a/config/config_test.yaml
+++ b/config/config_test.yaml
@ -52,6 +52,14 @@ redis:
 db:
  driver: mysql
  source: root:SD###sdf323r343@tcp(121.199.38.107:3306)/sys_ai_test?charset=utf8mb4&parseTime=true&loc=Asia%2FShanghai
+mongo:
+  source: root:SD###sdf323r343@tcp(121.199.38.107:3306)/sys_ai_test?charset=utf8mb4&parseTime=true&loc=Asia%2FShanghai
+  maxPoolSize: 100
+  minPoolSize: 10
+  maxConnIdleTime: 30
+  connectTimeout: 10
+  socketTimeout: 30
+
 oss:
  access_key: "LTAI5tGGZzjf3tvqWk8SQj2G"
  secret_key: "S0NKOAUaYWoK4EGSxrMFmYDzllhvpq"
--- a/deploy.sh
+++ b/deploy.sh
@ -1,10 +1,6 @@
-#export GO111MODULE=on
-#export GOPROXY=https://goproxy.cn,direct
-#export GOPATH=/root/go
-#export GOCACHE=/root/.cache/go-build
 export CONTAINER_NAME=ai_scheduler
 export NETWORK_NAME=ai_scheduler_network
-#export CGO_ENABLED='0'
+


 MODE="$1"
@ -27,8 +23,7 @@ fi
 git fetch origin
 git checkout "$BRANCH"
 git pull origin "$BRANCH"
-#go mod tidy
-#make build
+
 docker build -t ${CONTAINER_NAME}  .
 docker stop  ${CONTAINER_NAME}
 docker rm -f ${CONTAINER_NAME}
--- a/docker-compose.yml
+++ b/docker-compose.yml
@ -0,0 +1,70 @@
+version: '3.8'
+
+services:
+  # MySQL 8.0 服务
+  mysql:
+    image: mysql:8.0
+    container_name: mysql_db
+    restart: unless-stopped
+    environment:
+      MYSQL_ROOT_PASSWORD: ${MYSQL_ROOT_PASSWORD:-rootpassword123}
+      MYSQL_DATABASE: ${MYSQL_DATABASE:-myapp}
+      MYSQL_USER: ${MYSQL_USER:-myuser}
+      MYSQL_PASSWORD: ${MYSQL_PASSWORD:-mypassword}
+    ports:
+      - "3306:3306"
+    volumes:
+      - mysql_data:/var/lib/mysql
+      - ./mysql/my.cnf:/etc/mysql/conf.d/my.cnf
+    networks:
+      - ai_scheduler_network
+    command:
+      --default-authentication-plugin=mysql_native_password
+      --character-set-server=utf8mb4
+      --collation-server=utf8mb4_unicode_ci
+      --max_connections=1000
+
+  # MongoDB 服务
+  mongodb:
+    image: mongo:latest
+    container_name: mongodb
+    restart: unless-stopped
+    environment:
+      MONGO_INITDB_ROOT_USERNAME: ${MONGO_ROOT_USERNAME:-root}
+      MONGO_INITDB_ROOT_PASSWORD: ${MONGO_ROOT_PASSWORD:-lsxd2026123}
+    ports:
+      - "27017:27017"
+    volumes:
+      - mongodb_data:/data/db
+      - ./mongodb/mongod.conf:/etc/mongod.conf
+    command:
+      --config /etc/mongod.conf
+      --bind_ip_all  # 允许所有IP连接
+    networks:
+      - ai_scheduler_network
+
+  # Redis 服务up
+  redis:
+    image: redis:alpine
+    container_name: redis
+    restart: unless-stopped
+    command: redis-server --requirepass ${REDIS_PASSWORD:-redispassword123} --bind 0.0.0.0
+    ports:
+      - "6379:6379"
+    volumes:
+      - redis_data:/data
+      - ./redis/redis.conf:/usr/local/etc/redis/redis.conf
+    networks:
+      - ai_scheduler_network
+
+networks:
+  ai_scheduler_network:
+    driver: bridge
+
+volumes:
+  mysql_data:
+    driver: local
+  mongodb_data:
+    driver: local
+  redis_data:
+    driver: local
--- a/internal/biz/advice.go
+++ b/internal/biz/advice.go
@ -1,156 +0,0 @@
-package biz
-
-import (
-	"ai_scheduler/internal/biz/llm_service/third_party"
-	"ai_scheduler/internal/entitys"
-	"context"
-	"encoding/json"
-	"fmt"
-	"os"
-
-	"strings"
-
-	"github.com/volcengine/volcengine-go-sdk/service/arkruntime/model"
-	"github.com/volcengine/volcengine-go-sdk/volcengine"
-)
-
-type AdviceBiz struct {
-	hsyq *third_party.Hsyq
-}
-
-func NewAdviceBiz(hsyq *third_party.Hsyq) *AdviceBiz {
-	return &AdviceBiz{
-		hsyq: hsyq,
-	}
-}
-
-const (
-	key       = "236ba4b6-9daa-4755-b22f-2fd274cd223a"
-	modelName = "doubao-seed-1-8-251228"
-)
-
-var dataMap = map[string]string{
-	"DialectFeatures":       (&entitys.DialectFeatures{}).Example(),
-	"SentencePatterns":      (&entitys.SentencePatterns{}).Example(),
-	"PersonalityTags":       (&entitys.PersonalityTags{}).Example(),
-	"ToneTags":              (&entitys.ToneTags{}).Example(),
-	"SignatureDialogues":    (&entitys.SignatureDialogues{}).Example(),
-	"RegionValue":           (&entitys.RegionValue{}).Example(),
-	"CompetitionComparison": (&entitys.CompetitionComparison{}).Example(),
-	"CoreSellingPoints":     (&entitys.CoreSellingPoints{}).Example(),
-	"SupportingFacilities":  (&entitys.SupportingFacilities{}).Example(),
-	"DeveloperBacking":      (&entitys.DeveloperBacking{}).Example(),
-	"NeedsMining":           (&entitys.NeedsMining{}).Example(),
-	"PainPointResponse":     (&entitys.PainPointResponse{}).Example(),
-	"ValueBuilding":         (&entitys.ValueBuilding{}).Example(),
-	"ClosingTechniques":     (&entitys.ClosingTechniques{}).Example(),
-	"CommunicationRhythm":   (&entitys.CommunicationRhythm{}).Example(),
-}
-
-func (a *AdviceBiz) WordAna(ctx context.Context, wordContent string) error {
-	examples := a.getAllExamples()
-	prompt := a.buildSimplePrompt(wordContent, examples)
-	os.WriteFile("requset.json", []byte(prompt), 0644)
-	anaContent, err := a.callLlm(ctx, prompt)
-	if err != nil {
-		return err
-	}
-	os.WriteFile("res.json", []byte(anaContent), 0644)
-	data := a.parseResponse(anaContent)
-
-	jsonData, _ := json.MarshalIndent(data, "", "  ")
-	os.WriteFile("extracted.json", jsonData, 0644)
-	fmt.Println("✅ 数据已保存到 extracted.json")
-	return nil
-}
-
-func (a *AdviceBiz) callLlm(ctx context.Context, prompt string) (string, error) {
-	var message = make([]*model.ChatCompletionMessage, 1)
-	message[0] = &model.ChatCompletionMessage{
-		Role: model.ChatMessageRoleUser,
-		Content: &model.ChatCompletionMessageContent{
-			StringValue: volcengine.String(prompt),
-		},
-	}
-
-	res, err := a.hsyq.RequestHsyq(ctx, key, modelName, message)
-	if err != nil {
-		return "", err
-	}
-	return *res.Choices[0].Message.Content.StringValue, nil
-}
-
-func (a *AdviceBiz) getAllExamples() map[string]string {
-	return dataMap
-}
-
-func (a *AdviceBiz) buildSimplePrompt(wordContent string, examples map[string]string) string {
-	// 最简单的提示词模板
-	template := `分析以下房地产销售对话，按指定格式提取信息：
-
-对话内容：
-%s
-
-请按照以下` + fmt.Sprintf("%d", len(examples)) + `个格式生成JSON数据，key为格式名称，value为对应值：
-
-%s
-
-输出要求：
-1. 每个结构体一个JSON对象
-2. 所有内容必须严格基于提供的对话原文，不得编造
-3. 严格按照示例格式
-4. 将上述生成的` + fmt.Sprintf("%d", len(examples)) + `个JSON对象,json不需要有可读性,不要有特殊符号，比如"\n",用map[string]json来包裹所有json对象：{"SupportingFacilities":{...},"SignatureDialogues":[{...},{...}]}`
-	// 构建格式部分
-	var formats strings.Builder
-	for name, example := range examples {
-		formats.WriteString(fmt.Sprintf("=== %s ===\n示例：%s\n\n", name, example))
-	}
-
-	return fmt.Sprintf(template, wordContent, formats.String())
-}
-
-func (a *AdviceBiz) parseResponse(response string) map[string]interface{} {
-	result := make(map[string]interface{})
-
-	// 按空行分割
-	parts := strings.Split(response, "\n\n")
-
-	for _, part := range parts {
-		part = strings.TrimSpace(part)
-		if part == "" || !strings.Contains(part, "{") {
-			continue
-		}
-
-		// 找到第一个 { 和最后一个 }
-		start := strings.Index(part, "{")
-		end := strings.LastIndex(part, "}")
-
-		if start == -1 || end == -1 || end <= start {
-			continue
-		}
-
-		jsonStr := part[start : end+1]
-
-		// 尝试解析
-		var data interface{}
-		if err := json.Unmarshal([]byte(jsonStr), &data); err == nil {
-			// 判断是什么结构体
-			for _, name := range getStructNames() {
-				if strings.Contains(jsonStr, `"`+name+`"`) || strings.Contains(part, name) {
-					result[name] = data
-					break
-				}
-			}
-		}
-	}
-
-	return result
-}
-
-func getStructNames() []string {
-	var res = make([]string, 0, len(dataMap))
-	for k, _ := range dataMap {
-		res = append(res, k)
-	}
-	return res
-}
--- a/internal/biz/advice_advicer.go
+++ b/internal/biz/advice_advicer.go
@ -0,0 +1,76 @@
+package biz
+
+import (
+	"ai_scheduler/internal/data/impl"
+	"ai_scheduler/internal/data/model"
+	"ai_scheduler/internal/entitys"
+	"time"
+
+	"context"
+
+	"xorm.io/builder"
+)
+
+type AdviceAdvicerBiz struct {
+	advicerImpl              *impl.AdviceAdvicerImpl
+	adviceAdvicerVersionImpl *impl.AdviceAdvicerVersionImpl
+}
+
+func NewAdviceAdvicerBiz(
+	advicerImpl *impl.AdviceAdvicerImpl,
+	adviceAdvicerVersionImpl *impl.AdviceAdvicerVersionImpl,
+) *AdviceAdvicerBiz {
+	return &AdviceAdvicerBiz{
+		advicerImpl:              advicerImpl,
+		adviceAdvicerVersionImpl: adviceAdvicerVersionImpl,
+	}
+}
+
+func (a *AdviceAdvicerBiz) Update(ctx context.Context, data *entitys.AdvicerInitReq) error {
+	birth, err := time.Parse("2006-01-02", data.Birth)
+	if err != nil {
+		return err
+	}
+	param := &model.AiAdviceAdvicer{
+		AdvicerID:    data.AdvicerID,
+		Name:         data.Name,
+		Birth:        birth,
+		Gender:       data.Gender,
+		WorkingYears: data.WorkingYears,
+	}
+	if param.AdvicerID == 0 {
+		_, err = a.advicerImpl.Add(param)
+	} else {
+		cond := builder.NewCond()
+		cond = cond.And(builder.Eq{"advicer_id": param.AdvicerID})
+		err = a.advicerImpl.UpdateByCond(&cond, param)
+	}
+	return err
+}
+
+func (a *AdviceAdvicerBiz) List(ctx context.Context, data *entitys.AdvicerListReq) ([]map[string]interface{}, error) {
+
+	cond := builder.NewCond()
+	cond = cond.And(builder.Eq{"project_id": data.ProjectId})
+	list, err := a.advicerImpl.GetRange(&cond)
+	return list, err
+}
+
+func (a *AdviceAdvicerBiz) VersionUpdate(ctx context.Context, param *entitys.AdvicerVersionInitReq) (err error) {
+
+	if param.VersionID == 0 {
+		_, err = a.adviceAdvicerVersionImpl.Add(param)
+	} else {
+		cond := builder.NewCond()
+		cond = cond.And(builder.Eq{"version_id": param.VersionID})
+		err = a.adviceAdvicerVersionImpl.UpdateByCond(&cond, param)
+	}
+	return err
+}
+
+func (a *AdviceAdvicerBiz) VersionList(ctx context.Context, data *entitys.AdvicerVersionListReq) ([]map[string]interface{}, error) {
+	cond := builder.NewCond()
+	cond = cond.And(builder.Eq{"advicer_id": data.AdvicerID})
+	list, err := a.adviceAdvicerVersionImpl.GetRange(&cond)
+	return list, err
+}
--- a/internal/biz/advice_file.go
+++ b/internal/biz/advice_file.go
@ -0,0 +1,189 @@
+package biz
+
+import (
+	"ai_scheduler/internal/biz/llm_service/third_party"
+	"ai_scheduler/internal/entitys"
+	"ai_scheduler/internal/pkg"
+	"context"
+	"encoding/json"
+	"fmt"
+	"os"
+	"strings"
+	"time"
+
+	"github.com/gofiber/fiber/v2/log"
+	"github.com/volcengine/volcengine-go-sdk/service/arkruntime/model"
+	"github.com/volcengine/volcengine-go-sdk/volcengine"
+)
+
+type AdviceFileBiz struct {
+	hsyq *third_party.Hsyq
+}
+
+func NewAdviceFileBiz(hsyq *third_party.Hsyq) *AdviceFileBiz {
+	return &AdviceFileBiz{
+		hsyq: hsyq,
+	}
+}
+
+const (
+	key       = "236ba4b6-9daa-4755-b22f-2fd274cd223a"
+	fileModel = "doubao-seed-1-8-251228"
+	jsonModel = "doubao-seed-1-6-flash-250828"
+)
+
+var DataMap = map[string]entitys.AdviceData{
+	"dialectFeatures":       &entitys.DialectFeatures{},
+	"sentencePatterns":      &entitys.SentencePatterns{},
+	"personalityTags":       &entitys.PersonalityTags{},
+	"toneTags":              &entitys.ToneTags{},
+	"signatureDialogues":    &entitys.SignatureDialogues{},
+	"regionValue":           &entitys.RegionValue{},
+	"competitionComparison": &entitys.CompetitionComparison{},
+	"coreSellingPoints":     &entitys.CoreSellingPoints{},
+	"supportingFacilities":  &entitys.SupportingFacilities{},
+	"developerBacking":      &entitys.DeveloperBacking{},
+	"needsMining":           &entitys.NeedsMining{},
+	"painPointResponse":     &entitys.PainPointResponse{},
+	"valueBuilding":         &entitys.ValueBuilding{},
+	"closingTechniques":     &entitys.ClosingTechniques{},
+	"communicationRhythm":   &entitys.CommunicationRhythm{},
+	"customer":              &entitys.Customer{},
+}
+
+func (a *AdviceFileBiz) WordAna(ctx context.Context, wordContent string) (map[entitys.AdviceRole]map[string]entitys.AdviceData, error) {
+	timeSte := time.Now().Format("200601021504")
+	dir := "./cache/" + timeSte
+	os.Mkdir(dir, 0755)
+	//获取示例
+	examples := a.getAllExamples()
+
+	//构建提示词
+	prompt := a.buildSimplePrompt(wordContent, examples)
+	os.WriteFile(dir+"/requset.json", []byte(prompt), 0644)
+
+	//llm提取信息
+	anaContent, err := a.callLlm(ctx, prompt, fileModel)
+	if err != nil {
+		return nil, err
+	}
+	os.WriteFile(dir+"/res.json", []byte(anaContent), 0644)
+
+	//格式整理
+	data, err := a.parseResponse(ctx, []byte(anaContent))
+	if err != nil {
+		return nil, err
+	}
+
+	//组装数据
+	resData := a.cateData(data)
+	os.WriteFile("./cache/"+timeSte+"/extracted.json", pkg.JsonByteIgonErr(resData), 0644)
+	return resData, err
+}
+
+func (a *AdviceFileBiz) cateData(data map[string]entitys.AdviceData) map[entitys.AdviceRole]map[string]entitys.AdviceData {
+	var res = make(map[entitys.AdviceRole]map[string]entitys.AdviceData)
+	for k, v := range data {
+		if _, ok := res[v.Role()]; !ok {
+			res[v.Role()] = make(map[string]entitys.AdviceData)
+		}
+		res[v.Role()][k] = v
+	}
+	return res
+}
+
+func (a *AdviceFileBiz) parseResponse(ctx context.Context, responseByte []byte) (resultOutPut map[string]entitys.AdviceData, err error) {
+	//只尝试修复一次
+	if isValid := json.Valid(responseByte); !isValid {
+		responseByte, err = a.fixJson(ctx, responseByte)
+		if err != nil {
+			return nil, fmt.Errorf("json格式错误，修复失败:%s", err.Error())
+		}
+	}
+	if isValid := json.Valid(responseByte); !isValid {
+		return nil, fmt.Errorf("json格式错误")
+	}
+
+	var (
+		result map[string]interface{}
+	)
+
+	resultOutPut = make(map[string]entitys.AdviceData)
+	if err = json.Unmarshal(responseByte, &result); err != nil {
+
+		return
+	}
+	for k, v := range result {
+		if _, ok := DataMap[k]; !ok {
+			return
+		}
+		var vbyte []byte
+		if vbyte, err = json.Marshal(v); err != nil {
+			return
+		}
+		newData := DataMap[k].Copy()
+
+		if err = json.Unmarshal(vbyte, newData); err != nil {
+			return
+		}
+		resultOutPut[k] = newData
+	}
+
+	return
+}
+
+func (a *AdviceFileBiz) fixJson(ctx context.Context, json []byte) ([]byte, error) {
+	prompt := "你是一个专业的JSON修复专家。请帮我修复以下错误的JSON格式。\n\n要求：\n1. 保持原有数据的结构和内容不变\n2. 修复JSON语法错误\n3. 输出格式化的正确JSON\n4. 简要说明修复了哪些问题\n\n错误的JSON：\n" + string(json) + "\n\n请直接输出修复后的JSON。"
+	call, err := a.callLlm(ctx, prompt, jsonModel)
+	if err != nil {
+		return nil, err
+	}
+
+	return []byte(call), nil
+}
+
+func (a *AdviceFileBiz) callLlm(ctx context.Context, prompt string, modelName string) (string, error) {
+	var message = make([]*model.ChatCompletionMessage, 1)
+	message[0] = &model.ChatCompletionMessage{
+		Role: model.ChatMessageRoleUser,
+		Content: &model.ChatCompletionMessageContent{
+			StringValue: volcengine.String(prompt),
+		},
+	}
+
+	res, err := a.hsyq.RequestHsyq(ctx, key, modelName, message)
+	if err != nil {
+		return "", err
+	}
+	log.Info("token用量：", res.Usage.TotalTokens)
+	return *res.Choices[0].Message.Content.StringValue, nil
+}
+
+func (a *AdviceFileBiz) getAllExamples() map[string]entitys.AdviceData {
+	return DataMap
+}
+
+func (a *AdviceFileBiz) buildSimplePrompt(wordContent string, examples map[string]entitys.AdviceData) string {
+	// 最简单的提示词模板
+	template := `分析以下房地产销售对话，按指定格式提取信息：
+
+对话内容：
+%s
+
+请按照以下` + fmt.Sprintf("%d", len(examples)) + `个格式生成JSON数据，key为格式名称，value为对应值：
+
+%s
+
+输出要求：
+1. 所有内容必须严格基于提供的对话原文，不得编造(重要！)
+2. 每个结构体一个JSON对象
+3. 严格按照示例格式
+4. 将上述生成的` + fmt.Sprintf("%d", len(examples)) + `个JSON对象,json不需要有可读性,不要有特殊符号，比如"\n",用map[string]json来包裹所有json对象：{"SupportingFacilities":{...},"SignatureDialogues":[{...},{...}]}`
+	// 构建格式部分
+	var formats strings.Builder
+	for name, example := range examples {
+		formats.WriteString(fmt.Sprintf("=== %s (%s:%s)===\n示例：%s\n\n", name, entitys.RoleDesc[example.Role()], example.Desc(), example.Example()))
+	}
+
+	return fmt.Sprintf(template, wordContent, formats.String())
+}
--- a/internal/biz/provider_set.go
+++ b/internal/biz/provider_set.go
@ -22,6 +22,7 @@ var ProviderSetBiz = wire.NewSet(
 	NewQywxAppBiz,
 	NewGroupConfigBiz,
 	do.NewMacro,
-	NewAdviceBiz,
+	NewAdviceFileBiz,
 	third_party.NewHsyq,
+	NewAdviceAdvicerBiz,
 )
--- a/internal/config/config.go
+++ b/internal/config/config.go
@ -21,6 +21,7 @@ type Config struct {
 	Logging          LoggingConfig    `mapstructure:"logging"`
 	Redis            Redis            `mapstructure:"redis"`
 	DB               DB               `mapstructure:"db"`
+	Mongo            Mongo            `mapstructure:"mongo"`
 	Oss              Oss              `mapstructure:"oss"`
 	DefaultPrompt    SysPrompt        `mapstructure:"default_prompt"`
 	PermissionConfig PermissionConfig `mapstructure:"permissionConfig"`
@ -165,6 +166,15 @@ type DB struct {
 	IsDebug     bool   `mapstructure:"isDebug"`
 }

+type Mongo struct {
+	Source          string `mapstructure:"source"`
+	MaxPoolSize     uint64 `mapstructure:"maxPoolSize"`
+	MinPoolSize     uint64 `mapstructure:"minPoolSize"`
+	MaxConnIdleTime int32  `mapstructure:"maxConnIdleTime"`
+	ConnectTimeout  int32  `mapstructure:"connectTimeout"`
+	SocketTimeout   int32  `mapstructure:"socketTimeout"`
+}
+
 // Oss 阿里云OSS配置
 type Oss struct {
 	AccessKey string `mapstructure:"access_key"`
--- a/internal/data/impl/advice_advicer_impl.go
+++ b/internal/data/impl/advice_advicer_impl.go
@ -8,10 +8,9 @@ import (

 type AdviceAdvicerImpl struct {
 	dataTemp.DataTemp
-	BaseRepository[model.AiTask]
 }

-func NewAdviceAdvicerImplImpl(db *utils.Db) *AdviceAdvicerImpl {
+func NewAdviceAdvicerImpl(db *utils.Db) *AdviceAdvicerImpl {
 	return &AdviceAdvicerImpl{
 		DataTemp: *dataTemp.NewDataTemp(db, new(model.AiAdviceAdvicer)),
 	}
--- a/internal/data/impl/advice_advicer_version_impl.go
+++ b/internal/data/impl/advice_advicer_version_impl.go
@ -0,0 +1,17 @@
+package impl
+
+import (
+	"ai_scheduler/internal/data/model"
+	"ai_scheduler/tmpl/dataTemp"
+	"ai_scheduler/utils"
+)
+
+type AdviceAdvicerVersionImpl struct {
+	dataTemp.DataTemp
+}
+
+func NewAdviceAdvicerVersionImpl(db *utils.Db) *AdviceAdvicerVersionImpl {
+	return &AdviceAdvicerVersionImpl{
+		DataTemp: *dataTemp.NewDataTemp(db, new(model.AiAdviceAdvicerVersion)),
+	}
+}
--- a/internal/data/impl/advice_client_impl.go
+++ b/internal/data/impl/advice_client_impl.go
@ -0,0 +1,17 @@
+package impl
+
+import (
+	"ai_scheduler/internal/data/model"
+	"ai_scheduler/tmpl/dataTemp"
+	"ai_scheduler/utils"
+)
+
+type AdviceClientImpl struct {
+	dataTemp.DataTemp
+}
+
+func NewAdviceClientImpl(db *utils.Db) *AdviceClientImpl {
+	return &AdviceClientImpl{
+		DataTemp: *dataTemp.NewDataTemp(db, new(model.AiAdviceClient)),
+	}
+}
--- a/internal/data/impl/provider_set.go
+++ b/internal/data/impl/provider_set.go
@ -18,7 +18,9 @@ var ProviderImpl = wire.NewSet(
 	NewBotGroupConfigImpl,
 	NewBotGroupQywxImpl,
 	NewReportDailyCacheImpl,
-	NewAdviceAdvicerImplImpl,
+	NewAdviceAdvicerImpl,
 	NewAdviceProjectImpl,
 	NewAdviceTalkImpl,
+	NewAdviceAdvicerVersionImpl,
+	NewAdviceClientImpl,
 )
--- a/internal/data/model/ai_advice_advicer.gen.go
+++ b/internal/data/model/ai_advice_advicer.gen.go
@ -12,19 +12,12 @@ const TableNameAiAdviceAdvicer = "ai_advice_advicer"

 // AiAdviceAdvicer mapped from table <ai_advice_advicer>
 type AiAdviceAdvicer struct {
-	AdvicerID          int32     `gorm:"column:advicer_id;primaryKey;autoIncrement:true" json:"advicer_id"`
-	Name               string    `gorm:"column:name;not null;comment:姓名" json:"name"`                               // 姓名
-	Birth              time.Time `gorm:"column:birth;not null;comment:用户名称" json:"birth"`                           // 用户名称
-	Gender             int32     `gorm:"column:gender;not null;comment:1:男，2：女" json:"gender"`                      // 1:男，2：女
-	WorkingYears       int32     `gorm:"column:working_years;not null;default:1;comment:工作年限" json:"working_years"` // 工作年限
-	ContactTags        string    `gorm:"column:contact_tags;not null;comment:联系方式" json:"contact_tags"`             // 联系方式
-	NativeRegion       string    `gorm:"column:native_region;not null;comment:籍贯" json:"native_region"`             // 籍贯
-	DialectFeatures    string    `gorm:"column:dialect_features;not null;comment:语言风格" json:"dialect_features"`     // 语言风格
-	SentencePatterns   string    `gorm:"column:sentence_patterns;comment:句子模式" json:"sentence_patterns"`            // 句子模式
-	ToneTags           string    `gorm:"column:tone_tags;comment:语气标签" json:"tone_tags"`                            // 语气标签
-	PersonalityTags    string    `gorm:"column:personality_tags;not null;comment:个性标签" json:"personality_tags"`     // 个性标签
-	SignatureDialogues string    `gorm:"column:signature_dialogues;comment:代表性对话示例" json:"signature_dialogues"`     // 代表性对话示例
-	CreateAt           time.Time `gorm:"column:create_at;default:CURRENT_TIMESTAMP" json:"create_at"`
+	AdvicerID    int32      `gorm:"column:advicer_id;primaryKey;autoIncrement:true" json:"advicer_id"`
+	Name         string     `gorm:"column:name;not null;comment:姓名" json:"name"`                               // 姓名
+	Birth        time.Time  `gorm:"column:birth;not null;comment:用户名称" json:"birth"`                           // 用户名称
+	Gender       int32      `gorm:"column:gender;not null;comment:1:男，2：女" json:"gender"`                      // 1:男，2：女
+	WorkingYears int32      `gorm:"column:working_years;not null;default:1;comment:工作年限" json:"working_years"` // 工作年限
+	CreateAt     *time.Time `gorm:"column:create_at;default:CURRENT_TIMESTAMP" json:"create_at"`
 }

 // TableName AiAdviceAdvicer's table name
--- a/internal/data/model/ai_advice_advicer_version.gen.go
+++ b/internal/data/model/ai_advice_advicer_version.gen.go
@ -0,0 +1,29 @@
+// Code generated by gorm.io/gen. DO NOT EDIT.
+// Code generated by gorm.io/gen. DO NOT EDIT.
+// Code generated by gorm.io/gen. DO NOT EDIT.
+
+package model
+
+import (
+	"time"
+)
+
+const TableNameAiAdviceAdvicerVersion = "ai_advice_advicer_version"
+
+// AiAdviceAdvicerVersion mapped from table <ai_advice_advicer_version>
+type AiAdviceAdvicerVersion struct {
+	VersionID          int32     `gorm:"column:version_id;primaryKey;autoIncrement:true" json:"version_id"`
+	AdvicerID          int32     `gorm:"column:advicer_id;not null" json:"advicer_id"`
+	VersionDesc        string    `gorm:"column:version_desc;not null;comment:版本名称" json:"version_desc"`         // 版本名称
+	DialectFeatures    string    `gorm:"column:dialect_features;not null;comment:语言风格" json:"dialect_features"` // 语言风格
+	SentencePatterns   string    `gorm:"column:sentence_patterns;comment:句子模式" json:"sentence_patterns"`        // 句子模式
+	ToneTags           string    `gorm:"column:tone_tags;comment:语气标签" json:"tone_tags"`                        // 语气标签
+	PersonalityTags    string    `gorm:"column:personality_tags;not null;comment:个性标签" json:"personality_tags"` // 个性标签
+	SignatureDialogues string    `gorm:"column:signature_dialogues;comment:代表性对话示例" json:"signature_dialogues"` // 代表性对话示例
+	CreateAt           time.Time `gorm:"column:create_at;default:CURRENT_TIMESTAMP" json:"create_at"`
+}
+
+// TableName AiAdviceAdvicerVersion's table name
+func (*AiAdviceAdvicerVersion) TableName() string {
+	return TableNameAiAdviceAdvicerVersion
+}
--- a/internal/data/model/ai_advice_client.gen.go
+++ b/internal/data/model/ai_advice_client.gen.go
@ -0,0 +1,27 @@
+// Code generated by gorm.io/gen. DO NOT EDIT.
+// Code generated by gorm.io/gen. DO NOT EDIT.
+// Code generated by gorm.io/gen. DO NOT EDIT.
+
+package model
+
+import (
+	"time"
+)
+
+const TableNameAiAdviceClient = "ai_advice_client"
+
+// AiAdviceClient mapped from table <ai_advice_client>
+type AiAdviceClient struct {
+	ClientID        int32     `gorm:"column:client_id;primaryKey;autoIncrement:true" json:"client_id"`
+	PersonalInfo    string    `gorm:"column:personal_info;comment:区域价值话术库" json:"personal_info"`      // 区域价值话术库
+	PurchasePurpose string    `gorm:"column:purchase_purpose;comment:竞品对比话术" json:"purchase_purpose"` // 竞品对比话术
+	CoreDemands     string    `gorm:"column:core_demands;comment:项目核心卖点" json:"core_demands"`         // 项目核心卖点
+	Concerns        string    `gorm:"column:concerns;comment:配套体系" json:"concerns"`                   // 配套体系
+	DecisionProfile string    `gorm:"column:decision_profile;comment:开发商背书" json:"decision_profile"`  // 开发商背书
+	CreateAt        time.Time `gorm:"column:create_at;default:CURRENT_TIMESTAMP" json:"create_at"`
+}
+
+// TableName AiAdviceClient's table name
+func (*AiAdviceClient) TableName() string {
+	return TableNameAiAdviceClient
+}
--- a/internal/entitys/advicer.go
+++ b/internal/entitys/advicer.go
@ -1,7 +1,26 @@
 package entitys

-type WordAnaReq struct {
-	WordFileUrl string `json:"word_file_url"`
+type AdviceData interface {
+	Example() string
+	Copy() AdviceData
+	Role() AdviceRole
+	Desc() string
+}
+
+type AdviceRole string
+
+const (
+	RoleAdvicer AdviceRole = "advicer"
+	RoleProject AdviceRole = "project"
+	RoleSkill   AdviceRole = "skill"
+	RoleClient  AdviceRole = "client"
+)
+
+var RoleDesc = map[AdviceRole]string{
+	RoleAdvicer: "顾问",
+	RoleProject: "项目",
+	RoleSkill:   "沟通技巧",
+	RoleClient:  "客户",
 }

 // -------顾问
@ -17,6 +36,18 @@ func (e *DialectFeatures) Example() string {
 	return `{"region":"四川成都话","intensity":0.4,"key_words":["噻","要得","没得","不晓得","是不是"]}`
 }

+func (e *DialectFeatures) Copy() AdviceData {
+	return new(DialectFeatures)
+}
+
+func (e *DialectFeatures) Role() AdviceRole {
+	return RoleAdvicer
+}
+
+func (e *DialectFeatures) Desc() string {
+	return "方言特征"
+}
+
 // SentencePatterns 句子模式
 type SentencePatterns struct {
 	OpeningMode      []string `json:"openingMode"`      //开场模式
@ -30,12 +61,35 @@ func (e *SentencePatterns) Example() string {
 	return `{"openingMode":["我给你介绍一下","我们先来看一下"],"explanationMode":["是这样的","我跟你讲","你发现没得"],"confirmationMode":["对吧？","是不是嘛？","你晓得不？","明白了噻？"],"summaryMode":["所以说","简单说就是"],"transitionMode":["然后的话","再其次","还有一点"]}`
 }

+func (e *SentencePatterns) Copy() AdviceData {
+	return new(SentencePatterns)
+}
+
+func (e *SentencePatterns) Role() AdviceRole {
+	return RoleAdvicer
+}
+
+func (e *SentencePatterns) Desc() string {
+	return "句子模式"
+}
+
 // PersonalityTags 个性标签
 type PersonalityTags []string

 func (e *PersonalityTags) Example() string {
 	return `["耐心细致","细节控"]`
 }
+func (e *PersonalityTags) Copy() AdviceData {
+	return new(PersonalityTags)
+}
+
+func (e *PersonalityTags) Role() AdviceRole {
+	return RoleAdvicer
+}
+
+func (e *PersonalityTags) Desc() string {
+	return "个性标签"
+}

 // ToneTags 语气标签
 type ToneTags struct {
@ -50,8 +104,20 @@ func (e *ToneTags) Example() string {
 	return `{"enthusiasm":0.8,"patience":0.9,"confidence":0.85,"friendliness":0.75,"persuasion":0.7}`
 }

+func (e *ToneTags) Copy() AdviceData {
+	return new(ToneTags)
+}
+
+func (e *ToneTags) Role() AdviceRole {
+	return RoleAdvicer
+}
+
+func (e *ToneTags) Desc() string {
+	return "语气标签"
+}
+
 // SignatureDialogues 代表性对话示例
-type SignatureDialogues struct {
+type SignatureDialogues []struct {
 	Context  string `json:"context"`
 	Dialogue string `json:"dialogue"` //解释
 }
@ -60,36 +126,94 @@ func (e *SignatureDialogues) Example() string {
 	return `[{"context":"客户质疑地块大小","dialogue":"哥，14亩确实不大，但你要在成都是2.5环内城买房，这种是个普遍存在的一个现象。你看万景和绿城都是13亩，中铁建只有8.8亩，339那个帮泰只有11亩。我们虽然地小，但楼间距开阔啊，看过去都是200多米！"},{"context":"客户担心物业费高","dialogue":"姐，我懂你意思，我们也觉得物业费是有点贵。但招商物业是铂金服务，有管家送外卖、免费宠物喂养这些增值服务。你算一下，就算贵一块钱，十年也就多14000，但好物业让房子增值不止这点！"},{"context":"客户犹豫价格","dialogue":"说实话，这个地段的地价都比28板块贵5000多，但我们单价只贵3000。你看龙湖滨江云河颂套内单价都36000了，我们才33000，真的性价比高！现在不买，以后这个板块可能就买不起了。"}]`
 }

+func (e *SignatureDialogues) Copy() AdviceData {
+	return new(SignatureDialogues)
+}
+
+func (e *SignatureDialogues) Role() AdviceRole {
+	return RoleAdvicer
+}
+
+func (e *SignatureDialogues) Desc() string {
+	return "代表性对话示例"
+}
+
 // -------项目

 // RegionValue 区域价值话术库
-type RegionValue map[string]string
+type RegionValue map[string][]string

 func (e *RegionValue) Example() string {
 	return `{"区位层级":["成华区2.5环内侧，这个位置真的稀缺","槐树店板块现在是成华区的number one板块","北接三板桥商圈，西靠万象城，东临火车东站","属于淮舜板块，万象城东的核心位置"],"地价论证":["我们地价19500，华晨府20400，棕榈也是2万+","2.5环内现在地价没有低于19000的","面粉贵了，面包不可能便宜"],"板块热度":["从21年新希望锦麟一品开始，这边全是高端盘","龙湖最高端的滨江系列在这里，新希望的锦麟系列也在这里","各大品牌开发商争相恐后都在这边拿地"],"发展规划":["槐树店板块是棋盘成钢之后第二个富人区","整个板块都是300万到900万的总价段","未来全是改善型住宅，没有刚需盘"]}`
 }
+func (e *RegionValue) Copy() AdviceData {
+	return new(RegionValue)
+}
+
+func (e *RegionValue) Role() AdviceRole {
+	return RoleProject
+}
+
+func (e *RegionValue) Desc() string {
+	return "区域价值话术"
+}

 // CompetitionComparison 竞品对比话术
-type CompetitionComparison map[string]string
+type CompetitionComparison map[string]map[string]string

 func (e *CompetitionComparison) Example() string {
 	return `{"龙湖滨江云河颂":{"优点承认":"龙湖位置确实好，看沙河公园","价格对比":"他们单价32000-35000，但得房率只有95%，套内算下来36000+","优势突出":"我们得房率118平实得132平，套内单价才33000"},"邦泰云锦":{"定位相似":"邦泰也是首个项目，要打造口碑","价格参考":"他们当时12800拿地，现在卖34000","品质对比":"我们外立面全玻璃幕墙，比他们成本高30%"}}`
 }

-// CoreSellingPoints  竞品对比话术
+func (e *CompetitionComparison) Copy() AdviceData {
+	return new(CompetitionComparison)
+}
+
+func (e *CompetitionComparison) Role() AdviceRole {
+	return RoleProject
+}
+
+func (e *CompetitionComparison) Desc() string {
+	return "竞品对比话术"
+}
+
+// CoreSellingPoints  核心卖点
 type CoreSellingPoints map[string]string

 func (e *CoreSellingPoints) Example() string {
-	return `{"龙湖滨江云河颂":{"优点承认":"龙湖位置确实好，看沙河公园","价格对比":"他们单价32000-35000，但得房率只有95%，套内算下来36000+","优势突出":"我们得房率118平实得132平，套内单价才33000"},"邦泰云锦":{"定位相似":"邦泰也是首个项目，要打造口碑","价格参考":"他们当时12800拿地，现在卖34000","品质对比":"我们外立面全玻璃幕墙，比他们成本高30%"}`
+	return `{"产品配置高端":"全玻璃幕墙+铝单板外立面，三层中空氩气玻璃，3.2米层高，方太Y9烟机灶具，高仪卫浴","地段稀缺性":"成华区2.5环内侧核心地段，槐树店板块是成华区number one板块，被三板桥、万象城、火车东站包围","得房率高":"118平实得132平，套内单价33000，比龙湖滨江云河颂套内单价低3000"}`
+}
+func (e *CoreSellingPoints) Copy() AdviceData {
+	return new(CoreSellingPoints)
+}
+
+func (e *CoreSellingPoints) Role() AdviceRole {
+	return RoleProject
+}
+
+func (e *CoreSellingPoints) Desc() string {
+	return "核心卖点"
 }

 // SupportingFacilities  配套体系
-type SupportingFacilities map[string]string
+type SupportingFacilities map[string]map[string]string

 func (e *SupportingFacilities) Example() string {
 	return `{"交通配套":{"地铁":"双店路站350米（7号线），槐树店站550米（4号线），未来12号线","道路":"中环路、成洛大道，到春熙路5个站","通达性":"到火车东站2个站，到华西30分钟内"},"教育配套":{"幼儿园":"楼下公立幼儿园","小学":"城市附小锦汇东城（成华区生源最好的学校）","生源优势":"周边新盘都是300万+，生源纯粹"},"医疗配套":{"三甲医院":"市六医院、市二医院3公里内","顶尖医疗":"华西医院锦江院区30分钟车程","便利性":"到华西本部也是30分钟内"}}`
 }

+func (e *SupportingFacilities) Copy() AdviceData {
+	return new(SupportingFacilities)
+}
+
+func (e *SupportingFacilities) Role() AdviceRole {
+	return RoleProject
+}
+
+func (e *SupportingFacilities) Desc() string {
+	return "配套体系"
+}
+
 // DeveloperBacking  开发商背书
 type DeveloperBacking map[string]string

@ -97,39 +221,167 @@ func (e *DeveloperBacking) Example() string {
 	return `{"公司实力":"中信资产，多元化民营企业","资金安全":"在河南渑池有铝土矿，每年稳定收入10亿","开发经验":"宜宾有5个项目，贵州2个，成都是首个项目","合作方":"招商铂金物业，首次与外部企业合作"}`
 }

+func (e *DeveloperBacking) Copy() AdviceData {
+	return new(DeveloperBacking)
+}
+
+func (e *DeveloperBacking) Role() AdviceRole {
+	return RoleProject
+}
+
+func (e *DeveloperBacking) Desc() string {
+	return "开发商背书"
+}
+
 // -------销售话术

 // NeedsMining 需求挖掘话术
-type NeedsMining map[string]string
+type NeedsMining map[string][]string

 func (e *NeedsMining) Example() string {
 	return `{"预算需求":["你们总价想控制在多少以内？","是考虑按揭还是一次性？","月供能接受多少范围？"],"居住需求":["几个人住？有老人小孩吗？","主要是自住还是考虑投资？","现在住哪里？想改善哪些方面？"],"通勤需求":["在哪个位置上班？","主要开车还是坐地铁？","对地铁距离有要求吗？"]}`
 }

+func (e *NeedsMining) Copy() AdviceData {
+	return new(NeedsMining)
+}
+
+func (e *NeedsMining) Role() AdviceRole {
+	return RoleSkill
+}
+
+func (e *NeedsMining) Desc() string {
+	return "需求挖掘话术"
+}
+
 // PainPointResponse 痛点应对策略
-type PainPointResponse map[string]string
+type PainPointResponse map[string]map[string]string

 func (e *PainPointResponse) Example() string {
 	return `{"地块太小":{"承认事实":"14亩确实不大","普遍现象":"2.5环内都是小地块，万景13亩，中铁建8.8亩","转化优势":"但人少安静，楼间距反而更开阔","对比竞品":"339的邦泰才11亩，人家上千万豪宅"},"物业费高":{"理解感受":"我懂你，我们也觉得有点贵","价值分析":"但6块里3块是增值服务（保洁、送外卖）","价格补贴":"前三年补贴到5块，跟其他盘差不多"}}`
 }
+func (e *PainPointResponse) Copy() AdviceData {
+	return new(PainPointResponse)
+}
+
+func (e *PainPointResponse) Role() AdviceRole {
+	return RoleSkill
+}
+
+func (e *PainPointResponse) Desc() string {
+	return "痛点应对策略"
+}

 // ValueBuilding 价值塑造技巧
-type ValueBuilding map[string]string
+type ValueBuilding map[string][]string

 func (e *ValueBuilding) Example() string {
 	return `{"地段价值塑造":["买房最重要的是地段、地段、还是地段","核心地段的核心资产才保值增值","2.5环内的地卖一块少一块，不可再生"],"产品价值塑造":["我们是用改善的价格，买豪宅的标准","很多细节都是3000万豪宅才有的配置","外立面成本比竞品高30%，但单价差不多"]}`
 }

+func (e *ValueBuilding) Copy() AdviceData {
+	return new(ValueBuilding)
+}
+
+func (e *ValueBuilding) Role() AdviceRole {
+	return RoleSkill
+}
+
+func (e *ValueBuilding) Desc() string {
+	return "价值塑造技巧"
+}
+
 // ClosingTechniques  促单话术
-type ClosingTechniques map[string]string
+type ClosingTechniques map[string]map[string][]string

 func (e *ClosingTechniques) Example() string {
 	return `{"紧迫感营造":{"时间紧迫":["今天是月底最后一天，领导有压力价格可谈","我们刚刚开盘，还有额外优惠","月底冲业绩，价格最有弹性"],"房源稀缺":["118只剩20多套了，好楼层不多","这栋楼就60户，卖一套少一套","特价房只有这几套，今天不定可能就没了"]},"优惠策略":{"价格优惠":["今天定的话，我可以跟领导申请额外折扣","买车位的话，总价多给两个点优惠","一次性付款再优惠一个点"],"附加价值":["送一年物业费","送品牌家电礼包","优先选车位"]},"决策推动":{"小步推进":["要不先交个小定保留房源？","可以先排个号，有优惠优先通知你","今天不定的话，我帮你留意好楼层"]}}`
 }

+func (e *ClosingTechniques) Copy() AdviceData {
+	return new(ClosingTechniques)
+}
+
+func (e *ClosingTechniques) Role() AdviceRole {
+	return RoleSkill
+}
+
+func (e *ClosingTechniques) Desc() string {
+	return "促单话术"
+}
+
 // CommunicationRhythm  沟通节奏控制
-type CommunicationRhythm map[string]string
+type CommunicationRhythm map[string]map[string]string

 func (e *CommunicationRhythm) Example() string {
 	return `{"开场阶段":{"时间占比":"5%","目标":"建立关系，了解需求","关键动作":"亲切称呼，简单寒暄，确认看房重点"},"沙盘讲解":{"时间占比":"30%","目标":"建立价值认知","关键动作":"板块价值→周边配套→项目亮点→开发商介绍"}}`
 }
+
+func (e *CommunicationRhythm) Copy() AdviceData {
+	return new(CommunicationRhythm)
+}
+
+func (e *CommunicationRhythm) Role() AdviceRole {
+	return RoleSkill
+}
+
+func (e *CommunicationRhythm) Desc() string {
+	return "沟通节奏控制"
+}
+
+//----------客户
+
+// Customer  客户信息
+type Customer []ClientInfo
+type ClientInfo struct {
+	// 个人信息
+	PersonalInfo PersonalInfo `json:"personalInfo"`
+
+	// 购房目的
+	PurchasePurpose PurchasePurpose `json:"purchasePurpose"`
+
+	// 核心需求
+	CoreDemands CoreDemands `json:"coreDemands"`
+
+	// 关注点与顾虑
+	Concerns []string `json:"concerns"`
+
+	// 决策建议
+	DecisionProfile []string `json:"decisionProfile"`
+}
+
+type PersonalInfo struct {
+	Name           string `json:"name"`           // 姓氏
+	Gender         string `json:"gender"`         // 性别
+	Location       string `json:"location"`       // 来源地/当前居住地
+	IsFirstHome    bool   `json:"isFirstHome"`    // 是否首套房
+	FamilyOrganize string `json:"familyOrganize"` // 家庭人数
+}
+
+type PurchasePurpose struct {
+	PrimaryPurpose   string `json:"primaryPurpose"`   // 主要目的
+	SecondaryPurpose string `json:"secondaryPurpose"` // 次要目的
+	DecisionMakers   string `json:"decisionMakers"`   // 决策人
+}
+
+type CoreDemands struct {
+	TotalBudget     string `json:"totalBudget"`     // 预算范围
+	PreferredLayout string `json:"preferredLayout"` // 偏好户型
+	CoreAppeal      string `json:"coreAppeal"`      // 核心述求
+}
+
+func (e *Customer) Example() string {
+	return `[{"personalInfo":{"name":"唐","gender":"男","location":"成都北门","isFirstHome":true,"familyOrganize":"夫妻+1孩+父母同住"},"purchasePurpose":{"primaryPurpose":"首次置业，解决自住","secondaryPurpose":"资产保值，未来可出租","decisionMakers":"夫妻双方"},"coreDemands":{"totalBudget":"350-400"","preferredLayout":"118㎡四房三卫双套房","coreAppeal":"在有限预算内满足家庭居住功能，确保房产保值"},"concerns":["总价超预算风险","板块保值能力","未来租金回报率","开发商资金实力"],"decisionProfile":["预算导向，严格控制总价","重点关注户型功能性和实用性","需要对比板块发展潜力","对开发商交付能力有顾虑"]},{"personalInfo":{"name":"冯女士","gender":"女","location":"","isFirstHome":false,"familyOrganize":"夫妻+1孩+父母同住"},"purchasePurpose":{"primaryPurpose":"改善居住条件","secondaryPurpose":"子女教育质量提升","decisionMakers":"夫妻双方需家庭共同商议]},"coreDemands":{"totalBudget":"400-500","preferredLayout":"118㎡四房三卫（非全景户型）","coreAppeal":"安静舒适、学区有保障的改善型住房"},"concerns":["临路噪音影响老人休息","学区质量和稳定性","社区小，绿化空间有限","得房率是否足够","二八板块学区对比"],"decisionProfile":["对噪音敏感，需要安静环境","重视教育资源配置","关注社区品质和舒适度","需要详细对比不同板块学区优势"]}]`
+}
+
+func (e *Customer) Copy() AdviceData {
+	return new(Customer)
+}
+
+func (e *Customer) Role() AdviceRole {
+	return RoleClient
+}
+
+func (e *Customer) Desc() string {
+	return "客户信息"
+}
--- a/internal/entitys/advicer_data.go
+++ b/internal/entitys/advicer_data.go
@ -0,0 +1,29 @@
+package entitys
+
+type AdvicerInitReq struct {
+	AdvicerID    int32  `json:"advicer_id"`
+	ProjectID    int32  `json:"project_id"`
+	Name         string `json:"name"`          // 姓名
+	Birth        string `json:"birth"`         // 用户名称
+	Gender       int32  `json:"gender"`        // 1:男，2：女
+	WorkingYears int32  `json:"working_years"` // 工作年限
+}
+
+type AdvicerListReq struct {
+	ProjectId int32 `json:"project_id"`
+}
+
+type AdvicerVersionInitReq struct {
+	VersionID          int32  `json:"version_id"`
+	AdvicerID          int32  `json:"advicer_id"`
+	VersionDesc        string `json:"version_desc"`        // 版本名称
+	DialectFeatures    string `json:"dialect_features"`    // 语言风格
+	SentencePatterns   string `json:"sentence_patterns"`   // 句子模式
+	ToneTags           string `json:"tone_tags"`           // 语气标签
+	PersonalityTags    string `json:"personality_tags"`    // 个性标签
+	SignatureDialogues string `json:"signature_dialogues"` // 代表性对话示例
+}
+
+type AdvicerVersionListReq struct {
+	AdvicerID int32 `json:"advicer_id"`
+}
--- a/internal/entitys/bot.go
+++ b/internal/entitys/bot.go
@ -6,6 +6,10 @@ import (
 	"gitea.cdlsxd.cn/self-tools/l-dingtalk-stream-sdk-go/chatbot"
 )

+type WordAnaReq struct {
+	WordFileUrl string `json:"word_file_url"`
+}
+
 type RequireDataDingTalkBot struct {
 	Histories []model.AiChatHi
 	UserInfo  *DingTalkUserInfo
--- a/internal/pkg/mongo.go
+++ b/internal/pkg/mongo.go
@ -0,0 +1,35 @@
+package pkg
+
+import (
+	"ai_scheduler/internal/config"
+	"ai_scheduler/internal/pkg/utils_mongo"
+	"context"
+	"fmt"
+	"time"
+
+	"go.mongodb.org/mongo-driver/mongo"
+)
+
+type Mongo struct {
+	Client *mongo.Client
+}
+
+func NewMongoDb(ctx context.Context, c *config.Config) (*Mongo, func()) {
+	transDBClient, err := utils_mongo.NewMongoClient(ctx, &utils_mongo.ClientStruct{
+		Uri:             c.Mongo.Source,
+		MaxPoolSize:     c.Mongo.MaxPoolSize,
+		MinPoolSize:     c.Mongo.MinPoolSize,
+		MaxConnIdleTime: time.Duration(c.Mongo.MaxConnIdleTime) * time.Minute,
+		ConnectTimeout:  time.Duration(c.Mongo.ConnectTimeout) * time.Second,
+		SocketTimeout:   time.Duration(c.Mongo.SocketTimeout) * time.Second,
+	})
+
+	if err != nil {
+		panic(fmt.Sprintf("mongo数据库错误: %v", err))
+	}
+	return &Mongo{
+			Client: transDBClient,
+		}, func() {
+			transDBClient.Disconnect(ctx)
+		}
+}
--- a/internal/pkg/provider_set.go
+++ b/internal/pkg/provider_set.go
@ -24,4 +24,5 @@ var ProviderSetClient = wire.NewSet(

 	utils_oss.NewClient,
 	lsxd.NewLogin,
+	NewMongoDb,
 )
--- a/internal/pkg/response.go
+++ b/internal/pkg/response.go
@ -0,0 +1,26 @@
+package pkg
+
+import (
+	"encoding/json"
+	"fmt"
+
+	"github.com/gofiber/fiber/v2"
+)
+
+func HandleResponse(c *fiber.Ctx, data interface{}, e error) (err error) {
+	if e != nil {
+		return e
+	}
+	switch data.(type) {
+	case error:
+		err = data.(error)
+	case int, int32, int64, float32, float64, string, bool:
+		c.Response().SetBody([]byte(fmt.Sprintf("%s", data)))
+	case []byte:
+		c.Response().SetBody(data.([]byte))
+	default:
+		dataByte, _ := json.Marshal(data)
+		c.Response().SetBody(dataByte)
+	}
+	return
+}
--- a/internal/pkg/utils_mongo/client.go
+++ b/internal/pkg/utils_mongo/client.go
@ -0,0 +1,29 @@
+package utils_mongo
+
+import (
+	"context"
+	"time"
+
+	"go.mongodb.org/mongo-driver/mongo"
+	"go.mongodb.org/mongo-driver/mongo/options"
+)
+
+type ClientStruct struct {
+	Uri             string
+	MaxPoolSize     uint64
+	MinPoolSize     uint64
+	MaxConnIdleTime time.Duration
+	ConnectTimeout  time.Duration
+	SocketTimeout   time.Duration
+}
+
+func NewMongoClient(ctx context.Context, config *ClientStruct) (*mongo.Client, error) {
+	clientOptions := options.Client().ApplyURI(config.Uri).
+		SetMaxPoolSize(config.MaxPoolSize).         // 最大连接数
+		SetMinPoolSize(config.MinPoolSize).         // 最小连接数
+		SetMaxConnIdleTime(config.MaxConnIdleTime). // 连接最大空闲时间
+		SetConnectTimeout(config.ConnectTimeout).   // 连接超时
+		SetSocketTimeout(config.ConnectTimeout)     // 操作超时
+
+	return mongo.Connect(ctx, clientOptions)
+}
--- a/internal/server/router/router.go
+++ b/internal/server/router/router.go
@ -4,6 +4,7 @@ import (
 	errors "ai_scheduler/internal/data/error"
 	"ai_scheduler/internal/gateway"
 	"ai_scheduler/internal/services"
+	"ai_scheduler/internal/services/advice"
 	"encoding/json"
 	"fmt"
 	"strings"
@ -26,7 +27,7 @@ type RouterServer struct {
 // SetupRoutes 设置路由
 func SetupRoutes(app *fiber.App, ChatService *services.ChatService, sessionService *services.SessionService, task *services.TaskService,
 	gateway *gateway.Gateway, callbackService *services.CallbackService, chatHist *services.HistoryService,
-	capabilityService *services.CapabilityService, advice *services.AdviceService,
+	capabilityService *services.CapabilityService, adviceFile *advice.FileService, adviceData *advice.DataService,
 ) {
 	app.Use(func(c *fiber.Ctx) error {
 		// 设置 CORS 头
@ -100,7 +101,30 @@ func SetupRoutes(app *fiber.App, ChatService *services.ChatService, sessionServi
 	r.Post("/capability/product/ingest/:thread_id/confirm", capabilityService.ProductIngestConfirm) // 商品数据提取确认

 	advicer := r.Group("advice/")
-	advicer.Post("file/word", advice.WordAna)
+	advicer.Post("file/word/ana", adviceFile.WordAna)
+	//顾问
+	advicer.Post("file/advicer/add", adviceData.AdvicerAdd)
+	advicer.Post("file/advicer/update", adviceData.AdvicerUpdate)
+	advicer.Post("file/advicer/list", adviceData.AdvicerList)
+	advicer.Post("file/advicer/version/add", adviceData.AdvicerVersionAdd)
+	advicer.Post("file/advicer/version/update", adviceFile.WordAna)
+	advicer.Post("file/advicer/version/del", adviceFile.WordAna)
+	advicer.Post("file/advicer/version/list", adviceFile.WordAna)
+	//聊天技巧
+	advicer.Post("file/skill/list", adviceFile.WordAna)
+	advicer.Post("file/skill/init", adviceFile.WordAna)
+	advicer.Post("file/skill/add", adviceFile.WordAna)
+	advicer.Post("file/skill/update", adviceFile.WordAna)
+	advicer.Post("file/skill/del", adviceFile.WordAna)
+	advicer.Post("file/skill/list", adviceFile.WordAna)
+	//项目
+	advicer.Post("file/project/init", adviceFile.WordAna)
+	advicer.Post("file/project/add", adviceFile.WordAna)
+	advicer.Post("file/project/update", adviceFile.WordAna)
+	//客户
+	advicer.Post("file/client/init", adviceFile.WordAna)
+	advicer.Post("file/client/add", adviceFile.WordAna)
+	advicer.Post("file/client/update", adviceFile.WordAna)
 }

 func routerSocket(app *fiber.App, chatService *services.ChatService) {
--- a/internal/services/advice/advicer_test.go
+++ b/internal/services/advice/advicer_test.go
@ -0,0 +1,110 @@
+package advice
+
+import (
+	"ai_scheduler/internal/biz"
+	"ai_scheduler/internal/biz/llm_service/third_party"
+	"ai_scheduler/internal/config"
+	"ai_scheduler/internal/data/impl"
+	"ai_scheduler/internal/entitys"
+	"ai_scheduler/utils"
+
+	"encoding/json"
+
+	"os"
+	"testing"
+
+	"github.com/gofiber/fiber/v2"
+	"github.com/valyala/fasthttp"
+)
+
+func Test_WordAna(t *testing.T) {
+	Run(nil)
+	ana, err := file.WordAnat("https://attachment-public.oss-cn-hangzhou.aliyuncs.com/ai-scheduler/data-analytics/word/content3.docx")
+	t.Log(ana, err)
+}
+
+func Test_AdvicerInit(t *testing.T) {
+	reqBody := `{"advicer_id": 124, "name": "张三111", "birth": "1990-01-01", "gender": 1, "working_years": 10}`
+	Run([]byte(reqBody))
+
+	err := advicer.AdvicerUpdate(fiberCtx)
+	t.Log(err)
+}
+
+func Test_Json(t *testing.T) {
+	responseByte, err := os.ReadFile("./res.json")
+	if err != nil {
+		panic(err)
+	}
+	var (
+		result map[string]interface{}
+		res    = make(map[string]entitys.AdviceData)
+	)
+
+	if err = json.Unmarshal(responseByte, &result); err != nil {
+		panic(err)
+	}
+	for k, v := range result {
+		if _, ok := dataMap[k]; !ok {
+			continue
+		}
+		var vbyte []byte
+		if vbyte, err = json.Marshal(v); err != nil {
+			panic(err)
+		}
+		newData := dataMap[k].Copy()
+
+		if err = json.Unmarshal(vbyte, newData); err != nil {
+			panic(err)
+		}
+		res[k] = newData
+	}
+	t.Log(result)
+}
+
+var (
+	file         *FileService
+	advicer      *DataService
+	configConfig *config.Config
+	fiberCtx     *fiber.Ctx
+)
+
+// run 函数是程序的入口函数，负责初始化和配置各个组件
+func Run(reqBody []byte) {
+	if reqBody != nil {
+		app := fiber.New()
+		fctx := &fasthttp.RequestCtx{}
+		fctx.Request.Header.SetMethod("POST")
+		fctx.Request.SetBody(reqBody)
+		fctx.Request.Header.SetContentType("application/json")
+		fiberCtx = app.AcquireCtx(fctx)
+	}
+	configConfig, _ = config.LoadConfigWithEnv()
+	// 初始化数据库连接
+	db, _ := utils.NewGormDb(configConfig)
+	advicerImpl := impl.NewAdviceAdvicerImpl(db)
+	advicerVersionImpl := impl.NewAdviceAdvicerVersionImpl(db)
+	hsyq := third_party.NewHsyq()
+	advicerfilebiz := biz.NewAdviceFileBiz(hsyq)
+	advicerbiz := biz.NewAdviceAdvicerBiz(advicerImpl, advicerVersionImpl)
+	file = NewFileService(advicerfilebiz, configConfig)
+	advicer = NewDataService(advicerbiz, configConfig)
+}
+
+var dataMap = map[string]entitys.AdviceData{
+	"DialectFeatures":       &entitys.DialectFeatures{},
+	"SentencePatterns":      &entitys.SentencePatterns{},
+	"PersonalityTags":       &entitys.PersonalityTags{},
+	"ToneTags":              &entitys.ToneTags{},
+	"SignatureDialogues":    &entitys.SignatureDialogues{},
+	"RegionValue":           &entitys.RegionValue{},
+	"CompetitionComparison": &entitys.CompetitionComparison{},
+	"CoreSellingPoints":     &entitys.CoreSellingPoints{},
+	"SupportingFacilities":  &entitys.SupportingFacilities{},
+	"DeveloperBacking":      &entitys.DeveloperBacking{},
+	"NeedsMining":           &entitys.NeedsMining{},
+	"PainPointResponse":     &entitys.PainPointResponse{},
+	"ValueBuilding":         &entitys.ValueBuilding{},
+	"ClosingTechniques":     &entitys.ClosingTechniques{},
+	"CommunicationRhythm":   &entitys.CommunicationRhythm{},
+}
--- a/internal/services/advice/data.go
+++ b/internal/services/advice/data.go
@ -0,0 +1,60 @@
+package advice
+
+import (
+	"ai_scheduler/internal/biz"
+	"ai_scheduler/internal/config"
+	"ai_scheduler/internal/entitys"
+	"ai_scheduler/internal/pkg"
+
+	"github.com/gofiber/fiber/v2"
+)
+
+// DataService 数据处理
+type DataService struct {
+	adviceBiz *biz.AdviceAdvicerBiz
+	cfg       *config.Config
+}
+
+// NewDataService
+func NewDataService(
+	adviceBiz *biz.AdviceAdvicerBiz,
+	cfg *config.Config,
+) *DataService {
+	return &DataService{
+		adviceBiz: adviceBiz,
+		cfg:       cfg,
+	}
+}
+
+func (d *DataService) AdvicerAdd(c *fiber.Ctx) error {
+	req := &entitys.AdvicerInitReq{}
+	if err := c.BodyParser(req); err != nil {
+		return err
+	}
+	return d.adviceBiz.Update(c.UserContext(), req)
+}
+
+func (d *DataService) AdvicerUpdate(c *fiber.Ctx) error {
+	req := &entitys.AdvicerInitReq{}
+	if err := c.BodyParser(req); err != nil {
+		return err
+	}
+	return d.adviceBiz.Update(c.UserContext(), req)
+}
+
+func (d *DataService) AdvicerList(c *fiber.Ctx) error {
+	req := &entitys.AdvicerListReq{}
+	if err := c.BodyParser(req); err != nil {
+		return err
+	}
+	list, err := d.adviceBiz.List(c.UserContext(), req)
+	return pkg.HandleResponse(c, list, err)
+}
+
+func (d *DataService) AdvicerVersionAdd(c *fiber.Ctx) error {
+	req := &entitys.AdvicerVersionInitReq{}
+	if err := c.BodyParser(req); err != nil {
+		return err
+	}
+	return d.adviceBiz.VersionUpdate(c.UserContext(), req)
+}
--- a/internal/services/advice/file.go
+++ b/internal/services/advice/file.go
@ -1,9 +1,10 @@
-package services
+package advice

 import (
 	"ai_scheduler/internal/biz"
 	"ai_scheduler/internal/config"
 	"ai_scheduler/internal/entitys"
+	"ai_scheduler/internal/pkg"
 	"ai_scheduler/internal/pkg/file_download"
 	"context"
 	"errors"
@ -13,24 +14,24 @@ import (
 	"github.com/gofiber/fiber/v2"
 )

-// ChatHandler 聊天处理器
-type AdviceService struct {
-	adviceBiz *biz.AdviceBiz
+// FileService 文件处理
+type FileService struct {
+	adviceBiz *biz.AdviceFileBiz
 	cfg       *config.Config
 }

-// NewChatHandler 创建聊天处理器
-func NewAdviceService(
-	adviceBiz *biz.AdviceBiz,
+// NewFileService
+func NewFileService(
+	adviceBiz *biz.AdviceFileBiz,
 	cfg *config.Config,
-) *AdviceService {
-	return &AdviceService{
+) *FileService {
+	return &FileService{
 		adviceBiz: adviceBiz,
 		cfg:       cfg,
 	}
 }

-func (a *AdviceService) WordAna(c *fiber.Ctx) error {
+func (a *FileService) WordAna(c *fiber.Ctx) error {
 	req := &entitys.WordAnaReq{}
 	if err := c.BodyParser(req); err != nil {
 		return err
@ -44,19 +45,29 @@ func (a *AdviceService) WordAna(c *fiber.Ctx) error {
 	if err != nil {
 		return err
 	}
-	return a.adviceBiz.WordAna(c.UserContext(), result)
+	ana, err := a.adviceBiz.WordAna(context.Background(), result)
+	if err != nil {
+		return err
+	}
+	err = c.JSON(ana)
+	return err
 }

-func (a *AdviceService) WordAnat(path string) error {
+func (a *FileService) WordAnat(path string) ([]byte, error) {

 	// URL 解码
 	fileURL, err := url.PathUnescape(path)
 	if err != nil {
-		return errors.New("URL 解码失败")
+		return nil, errors.New("URL 解码失败")
 	}
 	result, _, err := file_download.GetWordTextFromURL(fileURL, file_download.IsWordFile)
 	if err != nil {
-		return err
+		return nil, err
 	}
-	return a.adviceBiz.WordAna(context.Background(), result)
+	ana, err := a.adviceBiz.WordAna(context.Background(), result)
+	if err != nil {
+		return nil, err
+	}
+
+	return pkg.JsonByteIgonErr(ana), err
 }
--- a/internal/services/advicer_test.go
+++ b/internal/services/advicer_test.go
@ -1,15 +0,0 @@
-package services
-
-import (
-	"testing"
-)
-
-func Test_WordAna(t *testing.T) {
-	Run()
-
-	advicer.WordAnat("https://attachment-public.oss-cn-hangzhou.aliyuncs.com/ai-scheduler/data-analytics/word/content.docx")
-}
-
-var (
-	advicer *AdviceService
-)
--- a/internal/services/provider_set.go
+++ b/internal/services/provider_set.go
@ -2,6 +2,7 @@ package services

 import (
 	"ai_scheduler/internal/gateway"
+	"ai_scheduler/internal/services/advice"

 	"github.com/google/wire"
 )
@ -15,5 +16,5 @@ var ProviderSetServices = wire.NewSet(
 	NewHistoryService,
 	NewCapabilityService,
 	NewCronService,
-	NewAdviceService,
+	advice.NewAdviceService,
 )