493 lines
12 KiB
Go
493 lines
12 KiB
Go
package biz
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import (
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"ai_scheduler/internal/biz/llm_service"
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"ai_scheduler/internal/config"
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"ai_scheduler/internal/data/constants"
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errors "ai_scheduler/internal/data/error"
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"ai_scheduler/internal/data/impl"
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"ai_scheduler/internal/data/model"
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"ai_scheduler/internal/entitys"
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"ai_scheduler/internal/pkg"
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"ai_scheduler/internal/pkg/mapstructure"
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"ai_scheduler/internal/tools"
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"ai_scheduler/tmpl/dataTemp"
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"context"
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"encoding/json"
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"fmt"
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"strings"
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"time"
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"gitea.cdlsxd.cn/self-tools/l_request"
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"github.com/gofiber/fiber/v2/log"
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"github.com/gofiber/websocket/v2"
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"xorm.io/builder"
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)
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// AiRouterBiz 智能路由服务
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type AiRouterBiz struct {
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toolManager *tools.Manager
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sessionImpl *impl.SessionImpl
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sysImpl *impl.SysImpl
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taskImpl *impl.TaskImpl
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hisImpl *impl.ChatImpl
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conf *config.Config
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rds *pkg.Rdb
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langChain *llm_service.LangChainService
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Ollama *llm_service.OllamaService
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}
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// NewRouterService 创建路由服务
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func NewAiRouterBiz(
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toolManager *tools.Manager,
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sessionImpl *impl.SessionImpl,
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sysImpl *impl.SysImpl,
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taskImpl *impl.TaskImpl,
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hisImpl *impl.ChatImpl,
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conf *config.Config,
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langChain *llm_service.LangChainService,
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Ollama *llm_service.OllamaService,
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) *AiRouterBiz {
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return &AiRouterBiz{
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toolManager: toolManager,
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sessionImpl: sessionImpl,
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conf: conf,
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sysImpl: sysImpl,
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hisImpl: hisImpl,
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taskImpl: taskImpl,
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langChain: langChain,
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Ollama: Ollama,
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}
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}
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func (r *AiRouterBiz) RouteWithSocket(c *websocket.Conn, req *entitys.ChatSockRequest) (err error) {
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//必要数据验证和获取
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var requireData entitys.RequireData
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err = r.dataAuth(c, &requireData)
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if err != nil {
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return
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}
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//初始化通道/上下文
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requireData.Ch = make(chan entitys.Response)
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ctx, cancel := context.WithCancel(context.Background())
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// 启动独立的消息处理协程
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done := r.startMessageHandler(ctx, c, &requireData)
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defer func() {
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close(requireData.Ch) //关闭主通道
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<-done // 等待消息处理完成
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cancel()
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}()
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//获取图片信息
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err = r.getImgData(req.Img, &requireData)
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if err != nil {
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log.Errorf("GetImgData error: %v", err)
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return
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}
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//获取系统信息
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err = r.getRequireData(req.Text, &requireData)
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if err != nil {
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log.Errorf("SQL error: %v", err)
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return
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}
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//意图识别
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err = r.recognize(ctx, &requireData)
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if err != nil {
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log.Errorf("LLM error: %v", err)
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return
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}
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//向下传递
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if err = r.handleMatch(ctx, &requireData); err != nil {
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log.Errorf("Handle error: %v", err)
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return
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}
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return
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}
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// startMessageHandler 启动独立的消息处理协程
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func (r *AiRouterBiz) startMessageHandler(
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ctx context.Context,
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c *websocket.Conn,
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requireData *entitys.RequireData,
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) <-chan struct{} {
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done := make(chan struct{})
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var chat []string
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go func() {
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defer func() {
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close(done)
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// 保存历史记录
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var his = []*model.AiChatHi{
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{
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SessionID: requireData.Session,
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Role: "user",
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Content: "", // 用户输入在外部处理
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},
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}
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if len(chat) > 0 {
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his = append(his, &model.AiChatHi{
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SessionID: requireData.Session,
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Role: "assistant",
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Content: strings.Join(chat, ""),
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})
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}
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for _, hi := range his {
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r.hisImpl.Add(hi)
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}
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}()
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for v := range requireData.Ch { // 自动检测通道关闭
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if err := sendWithTimeout(c, v, 2*time.Second); err != nil {
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log.Errorf("Send error: %v", err)
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return
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}
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if v.Type == entitys.ResponseText || v.Type == entitys.ResponseStream || v.Type == entitys.ResponseJson {
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chat = append(chat, v.Content)
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}
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}
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}()
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return done
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}
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// 辅助函数：带超时的 WebSocket 发送
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func sendWithTimeout(c *websocket.Conn, data entitys.Response, timeout time.Duration) error {
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sendCtx, cancel := context.WithTimeout(context.Background(), timeout)
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defer cancel()
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done := make(chan error, 1)
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go func() {
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defer func() {
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if r := recover(); r != nil {
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done <- fmt.Errorf("panic in MsgSend: %v", r)
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}
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close(done)
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}()
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// 如果 MsgSend 阻塞，这里会卡住
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err := entitys.MsgSend(c, data)
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done <- err
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}()
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select {
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case err := <-done:
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return err
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case <-sendCtx.Done():
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return sendCtx.Err()
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}
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}
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func (r *AiRouterBiz) getImgData(imgUrl string, requireData *entitys.RequireData) (err error) {
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return
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if len(imgUrl) == 0 {
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return
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}
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if err = pkg.ValidateImageURL(imgUrl); err != nil {
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return err
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}
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req := l_request.Request{
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Method: "GET",
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Url: imgUrl,
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}
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res, err := req.Send()
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if err != nil {
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return
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}
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if _, ex := res.Headers["Content-Type"]; !ex {
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return errors.ParamErr("图片格式错误:Content-Type未获取")
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}
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if !strings.HasPrefix(res.Headers["Content-Type"], "image/") {
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return errors.ParamErr("expected image content, got %s", res.Headers["Content-Type"])
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}
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requireData.ImgByte = append(requireData.ImgByte, res.Content)
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return
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}
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func (r *AiRouterBiz) recognize(ctx context.Context, requireData *entitys.RequireData) (err error) {
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requireData.Ch <- entitys.Response{
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Index: "",
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Content: "准备意图识别",
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Type: entitys.ResponseLog,
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}
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//意图识别
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recognizeMsg, err := r.Ollama.IntentRecognize(ctx, requireData)
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if err != nil {
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return
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}
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requireData.Ch <- entitys.Response{
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Index: "",
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Content: recognizeMsg,
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Type: entitys.ResponseLog,
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}
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requireData.Ch <- entitys.Response{
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Index: "",
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Content: "意图识别结束",
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Type: entitys.ResponseLog,
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}
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var match entitys.Match
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if err = json.Unmarshal([]byte(recognizeMsg), &match); err != nil {
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err = errors.SysErr("数据结构错误：%v", err.Error())
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return
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}
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requireData.Match = &match
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return
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}
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func (r *AiRouterBiz) getRequireData(userInput string, requireData *entitys.RequireData) (err error) {
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requireData.Sys, err = r.getSysInfo(requireData.Key)
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if err != nil {
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err = errors.SysErr("获取系统信息失败：%v", err.Error())
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return
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}
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requireData.Histories, err = r.getSessionChatHis(requireData.Session)
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if err != nil {
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err = errors.SysErr("获取历史记录失败：%v", err.Error())
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return
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}
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requireData.Tasks, err = r.getTasks(requireData.Sys.SysID)
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if err != nil {
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err = errors.SysErr("获取任务列表失败：%v", err.Error())
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return
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}
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requireData.UserInput = userInput
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if len(requireData.UserInput) == 0 {
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err = errors.SysErr("获取用户输入失败")
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return
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}
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if len(requireData.UserInput) == 0 {
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err = errors.SysErr("获取用户输入失败")
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return
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}
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return
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}
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func (r *AiRouterBiz) dataAuth(c *websocket.Conn, requireData *entitys.RequireData) (err error) {
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requireData.Session = c.Query("x-session", "")
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if len(requireData.Session) == 0 {
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err = errors.SessionNotFound
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return
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}
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requireData.Auth = c.Query("x-authorization", "")
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if len(requireData.Auth) == 0 {
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err = errors.AuthNotFound
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return
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}
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requireData.Key = c.Query("x-app-key", "")
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if len(requireData.Key) == 0 {
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err = errors.KeyNotFound
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return
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}
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return
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}
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func (r *AiRouterBiz) handleOtherTask(ctx context.Context, requireData *entitys.RequireData) (err error) {
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requireData.Ch <- entitys.Response{
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Index: "",
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Content: requireData.Match.Reasoning,
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Type: entitys.ResponseText,
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}
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return
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}
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func (r *AiRouterBiz) handleMatch(ctx context.Context, requireData *entitys.RequireData) (err error) {
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if !requireData.Match.IsMatch {
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requireData.Ch <- entitys.Response{
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Index: "",
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Content: requireData.Match.Chat,
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Type: entitys.ResponseText,
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}
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return
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}
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var pointTask *model.AiTask
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for _, task := range requireData.Tasks {
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if task.Index == requireData.Match.Index {
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pointTask = &task
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break
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}
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}
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if pointTask == nil || pointTask.Index == "other" {
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return r.handleOtherTask(ctx, requireData)
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}
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switch pointTask.Type {
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case constants.TaskTypeApi:
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return r.handleApiTask(ctx, requireData, pointTask)
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case constants.TaskTypeFunc:
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return r.handleTask(ctx, requireData, pointTask)
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case constants.TaskTypeKnowle:
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return r.handleKnowle(ctx, requireData, pointTask)
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default:
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return r.handleOtherTask(ctx, requireData)
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}
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}
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func (r *AiRouterBiz) handleTask(ctx context.Context, requireData *entitys.RequireData, task *model.AiTask) (err error) {
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var configData entitys.ConfigDataTool
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err = json.Unmarshal([]byte(task.Config), &configData)
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if err != nil {
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return
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}
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err = r.toolManager.ExecuteTool(ctx, configData.Tool, requireData)
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if err != nil {
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return
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}
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return
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}
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// 知识库
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func (r *AiRouterBiz) handleKnowle(ctx context.Context, requireData *entitys.RequireData, task *model.AiTask) (err error) {
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var (
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configData entitys.ConfigDataTool
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sessionIdKnowledge string
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query string
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host string
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)
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err = json.Unmarshal([]byte(task.Config), &configData)
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if err != nil {
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return
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}
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// 通过session 找到知识库session
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var has bool
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if len(requireData.Session) == 0 {
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return errors.SessionNotFound
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}
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requireData.SessionInfo, has, err = r.sessionImpl.FindOne(r.sessionImpl.WithSessionId(requireData.Session))
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if err != nil {
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return
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} else if !has {
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return errors.SessionNotFound
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}
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// 找到知识库的host
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{
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tool, exists := r.toolManager.GetTool(configData.Tool)
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if !exists {
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return fmt.Errorf("tool not found: %s", configData.Tool)
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}
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if knowledgeTool, ok := tool.(*tools.KnowledgeBaseTool); !ok {
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return fmt.Errorf("未找到知识库Tool: %s", configData.Tool)
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} else {
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host = knowledgeTool.GetConfig().BaseURL
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}
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}
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// 知识库的session为空，请求知识库获取, 并绑定
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if requireData.SessionInfo.KnowlegeSessionID == "" {
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// 请求知识库
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if sessionIdKnowledge, err = tools.GetKnowledgeBaseSession(host, requireData.Sys.KnowlegeBaseID, requireData.Sys.KnowlegeTenantKey); err != nil {
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return
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}
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// 绑定知识库session，下次可以使用
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requireData.SessionInfo.KnowlegeSessionID = sessionIdKnowledge
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if err = r.sessionImpl.Update(&requireData.SessionInfo, r.sessionImpl.WithSessionId(requireData.SessionInfo.SessionID)); err != nil {
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return
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}
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}
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// 用户输入解析
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var ok bool
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input := make(map[string]string)
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if err = json.Unmarshal([]byte(requireData.Match.Parameters), &input); err != nil {
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return
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}
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if query, ok = input["query"]; !ok {
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return fmt.Errorf("query不能为空")
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}
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requireData.KnowledgeConf = entitys.KnowledgeBaseRequest{
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Session: requireData.SessionInfo.KnowlegeSessionID,
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ApiKey: requireData.Sys.KnowlegeTenantKey,
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Query: query,
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}
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// 执行工具
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err = r.toolManager.ExecuteTool(ctx, configData.Tool, requireData)
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if err != nil {
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return
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}
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return
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}
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func (r *AiRouterBiz) handleApiTask(ctx context.Context, requireData *entitys.RequireData, task *model.AiTask) (err error) {
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var (
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request l_request.Request
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requestParam map[string]interface{}
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)
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err = json.Unmarshal([]byte(requireData.Match.Parameters), &requestParam)
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if err != nil {
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return
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}
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request.Url = strings.ReplaceAll(task.Config, "${authorization}", requireData.Auth)
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for k, v := range requestParam {
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task.Config = strings.ReplaceAll(task.Config, "${"+k+"}", fmt.Sprintf("%v", v))
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}
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var configData entitys.ConfigDataHttp
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err = json.Unmarshal([]byte(task.Config), &configData)
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if err != nil {
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return
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}
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err = mapstructure.Decode(configData.Request, &request)
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if err != nil {
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return
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}
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if len(request.Url) == 0 {
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err = errors.NewBusinessErr(422, "api地址获取失败")
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return
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}
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res, err := request.Send()
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if err != nil {
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return
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}
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requireData.Ch <- entitys.Response{
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Index: "",
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Content: pkg.JsonStringIgonErr(res.Text),
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Type: entitys.ResponseJson,
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}
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return
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}
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func (r *AiRouterBiz) getSessionChatHis(sessionId string) (his []model.AiChatHi, err error) {
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cond := builder.NewCond()
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cond = cond.And(builder.Eq{"session_id": sessionId})
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_, err = r.hisImpl.GetListToStruct(&cond, &dataTemp.ReqPageBo{Limit: r.conf.Sys.SessionLen}, &his, "his_id desc")
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return
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}
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func (r *AiRouterBiz) getSysInfo(appKey string) (sysInfo model.AiSy, err error) {
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cond := builder.NewCond()
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cond = cond.And(builder.Eq{"app_key": appKey})
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cond = cond.And(builder.IsNull{"delete_at"})
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cond = cond.And(builder.Eq{"status": 1})
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err = r.sysImpl.GetOneBySearchToStrut(&cond, &sysInfo)
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return
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}
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func (r *AiRouterBiz) getTasks(sysId int32) (tasks []model.AiTask, err error) {
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cond := builder.NewCond()
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cond = cond.And(builder.Eq{"sys_id": sysId})
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cond = cond.And(builder.IsNull{"delete_at"})
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cond = cond.And(builder.Eq{"status": 1})
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_, err = r.taskImpl.GetListToStruct(&cond, nil, &tasks, "")
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return
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}
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