From 5f86dcda2b2efa3f40964509bda076023ed39fab Mon Sep 17 00:00:00 2001 From: LoveLosita <2810873701@qq.com> Date: Mon, 2 Mar 2026 14:30:07 +0800 Subject: [PATCH] =?UTF-8?q?Version:=200.4.0.dev.260302=20=E4=BF=AE?= =?UTF-8?q?=E6=94=B9=E4=BA=86gitignore=E6=96=87=E4=BB=B6=EF=BC=8C=E4=BD=BF?= =?UTF-8?q?=E5=BE=97yaml=E4=B8=8D=E4=BC=9A=E8=A2=AB=E4=B8=8A=E4=BC=A0?= =?UTF-8?q?=EF=BC=8C=E4=BF=9D=E6=8A=A4=E9=9A=90=E7=A7=81=20=E6=8E=A5?= =?UTF-8?q?=E5=85=A5eino=EF=BC=8C=E5=AE=9E=E7=8E=B0=E4=BA=86agent=E7=9A=84?= =?UTF-8?q?=E6=B6=88=E6=81=AFsse=E6=B5=81=E5=BC=8F=E4=BC=A0=E8=BE=93?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .gitignore | 3 +- backend/agent/graph.go | 76 +++++++++++++++ backend/agent/prompt.go | 1 + backend/agent/state.go | 1 + backend/agent/tool.go | 1 + backend/api/agent.go | 56 +++++++++++ backend/api/container.go | 1 + backend/api/task-class.go | 2 +- backend/cmd/start.go | 9 +- backend/config.example.yaml | 39 ++++++++ backend/config.yaml | 4 + backend/go.mod | 29 +++++- backend/go.sum | 185 +++++++++++++++++++++++++++++++++++- backend/inits/eino.go | 39 ++++++++ backend/main.go | 4 +- backend/model/agent.go | 19 ++++ backend/routers/routers.go | 7 +- backend/service/agent.go | 35 +++++++ 18 files changed, 498 insertions(+), 13 deletions(-) create mode 100644 backend/agent/graph.go create mode 100644 backend/agent/prompt.go create mode 100644 backend/agent/state.go create mode 100644 backend/agent/tool.go create mode 100644 backend/api/agent.go create mode 100644 backend/config.example.yaml create mode 100644 backend/inits/eino.go create mode 100644 backend/model/agent.go create mode 100644 backend/service/agent.go diff --git a/.gitignore b/.gitignore index 5a78c2e..02e3b4c 100644 --- a/.gitignore +++ b/.gitignore @@ -12,8 +12,7 @@ # 3. 配置文件与敏感信息 (Security & Configs) # 绝对不要提交包含数据库密码和 Kafka 地址的配置文件 .env -configs/*.yaml -!configs/config.example.yaml # 提交一个示例文件，告诉别人该怎么配 +config.yaml # 4. 临时文件与日志 (Logs & Temp) *.log diff --git a/backend/agent/graph.go b/backend/agent/graph.go new file mode 100644 index 0000000..9c0fdb3 --- /dev/null +++ b/backend/agent/graph.go @@ -0,0 +1,76 @@ +package agent + +import ( + "context" + "encoding/json" + "io" + + "github.com/cloudwego/eino-ext/components/model/ark" + "github.com/cloudwego/eino/schema" +) + +// StreamResponse 专为 Apifox/前端 识别设计的极简结构 +type StreamResponse struct { + Choices []struct { + Delta struct { + Content string `json:"content"` + } `json:"delta"` + } `json:"choices"` +} + +// ToStreamResponseDTO 将 Eino 的内部 Chunk 转换为 StreamResponse DTO +func ToStreamResponseDTO(chunk *schema.Message) StreamResponse { + var dto StreamResponse + dto.Choices = append(dto.Choices, struct { + Delta struct { + Content string `json:"content"` + } `json:"delta"` + }{}) + dto.Choices[0].Delta.Content = chunk.Content + return dto +} + +// ToOpenAIStream 负责将 Eino 的内部 Chunk 转换为 OpenAI 兼容的 data: {JSON} 字符串 +func ToOpenAIStream(chunk *schema.Message) (string, error) { + dto := ToStreamResponseDTO(chunk) + + jsonBytes, err := json.Marshal(dto) + if err != nil { + return "", err + } + // 严格遵循 SSE 协议格式 + return string(jsonBytes), nil +} + +func StreamChat(ctx context.Context, llm *ark.ChatModel, userInput string, outChan chan<- string) error { + // 1. 组装消息 + messages := []*schema.Message{ + schema.SystemMessage("你是一位时间管理大师兼日程安排专家兼个人助理，协助用户高效安排日程，优化时间利用率。"), + schema.UserMessage(userInput), + } + + // 2. 调用流式接口 + reader, err := llm.Stream(ctx, messages) + if err != nil { + return err + } + defer reader.Close() // 记得关闭 Reader + + // 3. 循环读取直到结束 + for { + chunk, err := reader.Recv() + if err == io.EOF { + break // 读取完成 + } + if err != nil { + return err + } + // 将内容发送到通道中供前端消费 + retChuck, err := ToOpenAIStream(chunk) + if err != nil { + return err + } + outChan <- retChuck + } + return nil +} diff --git a/backend/agent/prompt.go b/backend/agent/prompt.go new file mode 100644 index 0000000..4883155 --- /dev/null +++ b/backend/agent/prompt.go @@ -0,0 +1 @@ +package agent diff --git a/backend/agent/state.go b/backend/agent/state.go new file mode 100644 index 0000000..4883155 --- /dev/null +++ b/backend/agent/state.go @@ -0,0 +1 @@ +package agent diff --git a/backend/agent/tool.go b/backend/agent/tool.go new file mode 100644 index 0000000..4883155 --- /dev/null +++ b/backend/agent/tool.go @@ -0,0 +1 @@ +package agent diff --git a/backend/api/agent.go b/backend/api/agent.go new file mode 100644 index 0000000..21fec77 --- /dev/null +++ b/backend/api/agent.go @@ -0,0 +1,56 @@ +package api + +import ( + "io" + "net/http" + + "github.com/LoveLosita/smartflow/backend/model" + "github.com/LoveLosita/smartflow/backend/respond" + "github.com/LoveLosita/smartflow/backend/service" + "github.com/gin-gonic/gin" +) + +type AgentHandler struct { + svc *service.AgentService +} + +// NewAgentHandler 组装 Handler 的“工厂” +func NewAgentHandler(svc *service.AgentService) *AgentHandler { + return &AgentHandler{ + svc: svc, // 把传进来的 Service 揣进口袋里 + } +} + +func (api *AgentHandler) ChatAgent(c *gin.Context) { + // 1. 设置请求头 + c.Writer.Header().Set("Content-Type", "text/event-stream") + c.Writer.Header().Set("Cache-Control", "no-cache") + c.Writer.Header().Set("Connection", "keep-alive") + c.Writer.Header().Set("Transfer-Encoding", "chunked") + // 2. 从请求中获取用户输入 + var req model.UserSendMessageRequest + if err := c.ShouldBindJSON(&req); err != nil { + c.JSON(http.StatusBadRequest, respond.WrongParamType) + return + } + // 3. 调用 Service 层的聊天方法，获取输出通道和错误通道 + outChan, errChan := api.svc.AgentChat(c.Request.Context(), req.Message) + // 4. 循环转发消息/错误 + c.Stream(func(w io.Writer) bool { + select { + case err, ok := <-errChan: + if ok && err != nil { + respond.DealWithError(c, err) + } + return false + case msg, ok := <-outChan: + if !ok { + return false + } + c.SSEvent("message", msg) // 发送 SSE 格式消息 + return true + case <-c.Request.Context().Done(): + return false + } + }) +} diff --git a/backend/api/container.go b/backend/api/container.go index 944b5f7..e834c78 100644 --- a/backend/api/container.go +++ b/backend/api/container.go @@ -6,4 +6,5 @@ type ApiHandlers struct { CourseHandler *CourseHandler TaskClassHandler *TaskClassHandler ScheduleHandler *ScheduleAPI + AgentHandler *AgentHandler } diff --git a/backend/api/task-class.go b/backend/api/task-class.go index 818eb53..0d65aca 100644 --- a/backend/api/task-class.go +++ b/backend/api/task-class.go @@ -16,7 +16,7 @@ type TaskClassHandler struct { svc *service.TaskClassService } -// NewTaskClassHandler：组装 Handler 的“工厂” +// NewTaskClassHandler 组装 Handler 的“工厂” func NewTaskClassHandler(svc *service.TaskClassService) *TaskClassHandler { return &TaskClassHandler{ svc: svc, // 把传进来的 Service 揣进口袋里 diff --git a/backend/cmd/start.go b/backend/cmd/start.go index f049e7c..ea48ba6 100644 --- a/backend/cmd/start.go +++ b/backend/cmd/start.go @@ -44,10 +44,14 @@ func Start() { rdb := inits.InitRedis() //工具包 limiter := pkg.NewRateLimiter(rdb) + //初始化agent + aiHub, err := inits.InitEino() + if err != nil { + log.Fatalf("Failed to initialize Eino: %v", err) + } //中间件 //dao 层 - cacheRepo := dao.NewCacheDAO(rdb) _ = db.Use(middleware.NewGormCachePlugin(cacheRepo)) // 注册 GORM 插件 userRepo := dao.NewUserDAO(db) @@ -62,18 +66,21 @@ func Start() { courseService := service.NewCourseService(courseRepo, scheduleRepo) taskClassService := service.NewTaskClassService(taskClassRepo, cacheRepo, scheduleRepo, manager) scheduleService := service.NewScheduleService(scheduleRepo, userRepo, taskClassRepo, manager, cacheRepo) + agentService := service.NewAgentService(aiHub) //api 层 userApi := api.NewUserHandler(userService) taskApi := api.NewTaskHandler(taskSv) courseApi := api.NewCourseHandler(courseService) taskClassApi := api.NewTaskClassHandler(taskClassService) scheduleApi := api.NewScheduleAPI(scheduleService) + agentApi := api.NewAgentHandler(agentService) handlers := &api.ApiHandlers{ UserHandler: userApi, TaskHandler: taskApi, TaskClassHandler: taskClassApi, CourseHandler: courseApi, ScheduleHandler: scheduleApi, + AgentHandler: agentApi, } r := routers.RegisterRouters(handlers, cacheRepo, limiter) routers.StartEngine(r) diff --git a/backend/config.example.yaml b/backend/config.example.yaml new file mode 100644 index 0000000..7182fa5 --- /dev/null +++ b/backend/config.example.yaml @@ -0,0 +1,39 @@ +# 应用配置文件示例 +# 包含服务器、数据库等基础配置 +# 请根据实际情况修改并保存为 config.yaml + +server: + port: 8080 + mode: debug + timeout: 30s + +database: + host: localhost + port: 3306 + user: smartflow_user + password: "put_your_database_password_here" + dbname: "put_your_database_name_here" + charset: utf8mb4 + parseTime: true + loc: Local + +jwt: + accessSecret: "put_your_jwt_access_secret_here" + refreshSecret: "put_your_jwt_refresh_secret_here" + accessTokenExpire: 15min + refreshTokenExpire: 7d + +log: + level: info + path: logs/ + +redis: + host: localhost + port: 6379 + password: "" + db: 0 + +time: + zone: "Asia/Shanghai" + semesterStartDate: "2026-03-02" #学期开始日期，一定要设定为周一，以便于计算周数 + semesterEndDate: "2026-07-19" #学期结束日期，一定要设定为周日，确保最后一周完整 \ No newline at end of file diff --git a/backend/config.yaml b/backend/config.yaml index 30eb5d2..914dae1 100644 --- a/backend/config.yaml +++ b/backend/config.yaml @@ -37,3 +37,7 @@ time: semesterStartDate: "2026-03-02" #学期开始日期，一定要设定为周一，以便于计算周数 semesterEndDate: "2026-07-19" #学期结束日期，一定要设定为周日，确保最后一周完整 +agent: + workerModel: "doubao-seed-1-6-lite-251015" # 智能体使用的Worker模型，需根据实际情况调整 + strategistModel: "deepseek-v3-2-251201" # 策略师使用的Worker模型，需根据实际情况调整 + baseURL: "https://ark.cn-beijing.volces.com/api/v3" # Worker服务的基础URL，需根据实际情况调整 \ No newline at end of file diff --git a/backend/go.mod b/backend/go.mod index 8d34135..4c32e52 100644 --- a/backend/go.mod +++ b/backend/go.mod @@ -3,6 +3,8 @@ module github.com/LoveLosita/smartflow/backend go 1.23.4 require ( + github.com/cloudwego/eino-ext/components/model/ark v0.1.64 + github.com/cloudwego/eino-ext/components/model/openai v0.1.8 github.com/gin-gonic/gin v1.11.0 github.com/go-redis/redis/v8 v8.11.5 github.com/golang-jwt/jwt/v4 v4.5.2 @@ -15,11 +17,19 @@ require ( require ( filippo.io/edwards25519 v1.1.0 // indirect - github.com/bytedance/sonic v1.14.0 // indirect + github.com/bahlo/generic-list-go v0.2.0 // indirect + github.com/buger/jsonparser v1.1.1 // indirect + github.com/bytedance/gopkg v0.1.3 // indirect + github.com/bytedance/sonic v1.14.1 // indirect github.com/bytedance/sonic/loader v0.3.0 // indirect github.com/cespare/xxhash/v2 v2.2.0 // indirect github.com/cloudwego/base64x v0.1.6 // indirect + github.com/cloudwego/eino v0.7.13 // indirect + github.com/cloudwego/eino-ext/libs/acl/openai v0.1.13 // indirect github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect + github.com/dustin/go-humanize v1.0.1 // indirect + github.com/eino-contrib/jsonschema v1.0.3 // indirect + github.com/evanphx/json-patch v0.5.2 // indirect github.com/fsnotify/fsnotify v1.9.0 // indirect github.com/gabriel-vasile/mimetype v1.4.8 // indirect github.com/gin-contrib/sse v1.1.0 // indirect @@ -30,18 +40,26 @@ require ( github.com/go-viper/mapstructure/v2 v2.4.0 // indirect github.com/goccy/go-json v0.10.2 // indirect github.com/goccy/go-yaml v1.18.0 // indirect + github.com/goph/emperror v0.17.2 // indirect github.com/jinzhu/inflection v1.0.0 // indirect github.com/jinzhu/now v1.1.5 // indirect + github.com/jmespath/go-jmespath v0.4.0 // indirect github.com/json-iterator/go v1.1.12 // indirect github.com/klauspost/cpuid/v2 v2.3.0 // indirect github.com/leodido/go-urn v1.4.0 // indirect + github.com/mailru/easyjson v0.7.7 // indirect github.com/mattn/go-isatty v0.0.20 // indirect - github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421 // indirect + github.com/meguminnnnnnnnn/go-openai v0.1.1 // indirect + github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect github.com/modern-go/reflect2 v1.0.2 // indirect + github.com/nikolalohinski/gonja v1.5.3 // indirect github.com/pelletier/go-toml/v2 v2.2.4 // indirect + github.com/pkg/errors v0.9.1 // indirect github.com/quic-go/qpack v0.5.1 // indirect github.com/quic-go/quic-go v0.54.0 // indirect github.com/sagikazarmark/locafero v0.11.0 // indirect + github.com/sirupsen/logrus v1.9.3 // indirect + github.com/slongfield/pyfmt v0.0.0-20220222012616-ea85ff4c361f // indirect github.com/sourcegraph/conc v0.3.1-0.20240121214520-5f936abd7ae8 // indirect github.com/spf13/afero v1.15.0 // indirect github.com/spf13/cast v1.10.0 // indirect @@ -49,9 +67,14 @@ require ( github.com/subosito/gotenv v1.6.0 // indirect github.com/twitchyliquid64/golang-asm v0.15.1 // indirect github.com/ugorji/go/codec v1.3.0 // indirect + github.com/volcengine/volc-sdk-golang v1.0.23 // indirect + github.com/volcengine/volcengine-go-sdk v1.2.9 // indirect + github.com/wk8/go-ordered-map/v2 v2.1.8 // indirect + github.com/yargevad/filepathx v1.0.0 // indirect go.uber.org/mock v0.5.0 // indirect go.yaml.in/yaml/v3 v3.0.4 // indirect golang.org/x/arch v0.20.0 // indirect + golang.org/x/exp v0.0.0-20230713183714-613f0c0eb8a1 // indirect golang.org/x/mod v0.26.0 // indirect golang.org/x/net v0.42.0 // indirect golang.org/x/sync v0.16.0 // indirect @@ -59,4 +82,6 @@ require ( golang.org/x/text v0.28.0 // indirect golang.org/x/tools v0.35.0 // indirect google.golang.org/protobuf v1.36.9 // indirect + gopkg.in/yaml.v2 v2.4.0 // indirect + gopkg.in/yaml.v3 v3.0.1 // indirect ) diff --git a/backend/go.sum b/backend/go.sum index f551107..c81a6a9 100644 --- a/backend/go.sum +++ b/backend/go.sum @@ -1,28 +1,67 @@ +cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= filippo.io/edwards25519 v1.1.0 h1:FNf4tywRC1HmFuKW5xopWpigGjJKiJSV0Cqo0cJWDaA= filippo.io/edwards25519 v1.1.0/go.mod h1:BxyFTGdWcka3PhytdK4V28tE5sGfRvvvRV7EaN4VDT4= -github.com/bytedance/sonic v1.14.0 h1:/OfKt8HFw0kh2rj8N0F6C/qPGRESq0BbaNZgcNXXzQQ= -github.com/bytedance/sonic v1.14.0/go.mod h1:WoEbx8WTcFJfzCe0hbmyTGrfjt8PzNEBdxlNUO24NhA= +github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= +github.com/airbrake/gobrake v3.6.1+incompatible/go.mod h1:wM4gu3Cn0W0K7GUuVWnlXZU11AGBXMILnrdOU8Kn00o= +github.com/avast/retry-go v3.0.0+incompatible/go.mod h1:XtSnn+n/sHqQIpZ10K1qAevBhOOCWBLXXy3hyiqqBrY= +github.com/bahlo/generic-list-go v0.2.0 h1:5sz/EEAK+ls5wF+NeqDpk5+iNdMDXrh3z3nPnH1Wvgk= +github.com/bahlo/generic-list-go v0.2.0/go.mod h1:2KvAjgMlE5NNynlg/5iLrrCCZ2+5xWbdbCW3pNTGyYg= +github.com/bitly/go-simplejson v0.5.0/go.mod h1:cXHtHw4XUPsvGaxgjIAn8PhEWG9NfngEKAMDJEczWVA= +github.com/bmizerany/assert v0.0.0-20160611221934-b7ed37b82869/go.mod h1:Ekp36dRnpXw/yCqJaO+ZrUyxD+3VXMFFr56k5XYrpB4= +github.com/buger/jsonparser v1.1.1 h1:2PnMjfWD7wBILjqQbt530v576A/cAbQvEW9gGIpYMUs= +github.com/buger/jsonparser v1.1.1/go.mod h1:6RYKKt7H4d4+iWqouImQ9R2FZql3VbhNgx27UK13J/0= +github.com/bugsnag/bugsnag-go v1.4.0/go.mod h1:2oa8nejYd4cQ/b0hMIopN0lCRxU0bueqREvZLWFrtK8= +github.com/bugsnag/panicwrap v1.2.0/go.mod h1:D/8v3kj0zr8ZAKg1AQ6crr+5VwKN5eIywRkfhyM/+dE= +github.com/bytedance/gopkg v0.1.3 h1:TPBSwH8RsouGCBcMBktLt1AymVo2TVsBVCY4b6TnZ/M= +github.com/bytedance/gopkg v0.1.3/go.mod h1:576VvJ+eJgyCzdjS+c4+77QF3p7ubbtiKARP3TxducM= +github.com/bytedance/mockey v1.3.0 h1:ONLRdvhqmCfr9rTasUB8ZKCfvbdD2tohOg4u+4Q/ed0= +github.com/bytedance/mockey v1.3.0/go.mod h1:1BPHF9sol5R1ud/+0VEHGQq/+i2lN+GTsr3O2Q9IENY= +github.com/bytedance/sonic v1.14.1 h1:FBMC0zVz5XUmE4z9wF4Jey0An5FueFvOsTKKKtwIl7w= +github.com/bytedance/sonic v1.14.1/go.mod h1:gi6uhQLMbTdeP0muCnrjHLeCUPyb70ujhnNlhOylAFc= github.com/bytedance/sonic/loader v0.3.0 h1:dskwH8edlzNMctoruo8FPTJDF3vLtDT0sXZwvZJyqeA= github.com/bytedance/sonic/loader v0.3.0/go.mod h1:N8A3vUdtUebEY2/VQC0MyhYeKUFosQU6FxH2JmUe6VI= +github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU= +github.com/certifi/gocertifi 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h1:dt/ZhP58zS4L8KSrWDmTeBkI65Dw0HsyUHuEVlX15mw= +gopkg.in/yaml.v2 v2.2.1/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= +gopkg.in/yaml.v2 v2.2.2/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= +gopkg.in/yaml.v2 v2.2.8/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY= gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ= gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= @@ -148,3 +321,5 @@ gorm.io/driver/mysql v1.6.0 h1:eNbLmNTpPpTOVZi8MMxCi2aaIm0ZpInbORNXDwyLGvg= gorm.io/driver/mysql v1.6.0/go.mod h1:D/oCC2GWK3M/dqoLxnOlaNKmXz8WNTfcS9y5ovaSqKo= gorm.io/gorm v1.31.1 h1:7CA8FTFz/gRfgqgpeKIBcervUn3xSyPUmr6B2WXJ7kg= gorm.io/gorm v1.31.1/go.mod h1:XyQVbO2k6YkOis7C2437jSit3SsDK72s7n7rsSHd+Gs= +honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= +honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= diff --git a/backend/inits/eino.go b/backend/inits/eino.go new file mode 100644 index 0000000..3a00007 --- /dev/null +++ b/backend/inits/eino.go @@ -0,0 +1,39 @@ +package inits + +import ( + "context" + "os" + + "github.com/cloudwego/eino-ext/components/model/ark" + "github.com/spf13/viper" +) + +// AIHub 存储不同能力的模型实例 +type AIHub struct { + Strategist *ark.ChatModel // 智力担当：处理复杂排程逻辑 + Worker *ark.ChatModel // 效率担当：处理简单任务、总结 +} + +func InitEino() (*AIHub, error) { + ctx := context.Background() + worker, err := ark.NewChatModel(ctx, &ark.ChatModelConfig{ + Model: viper.GetString("agent.workerModel"), // 使用的模型版本 + BaseURL: viper.GetString("agent.baseURL"), // Eino API 的基础 URL + APIKey: os.Getenv("ARK_API_KEY"), // API 密钥 + }) + if err != nil { + return nil, err + } + strategist, err := ark.NewChatModel(ctx, &ark.ChatModelConfig{ + Model: viper.GetString("agent.strategistModel"), // 使用的模型版本 + BaseURL: viper.GetString("agent.baseURL"), // Eino API 的基础 URL + APIKey: os.Getenv("ARK_API_KEY"), // API 密钥 + }) + if err != nil { + return nil, err + } + return &AIHub{ + Strategist: strategist, + Worker: worker, + }, nil +} diff --git a/backend/main.go b/backend/main.go index 04ffd29..3634462 100644 --- a/backend/main.go +++ b/backend/main.go @@ -1,6 +1,8 @@ package main -import "github.com/LoveLosita/smartflow/backend/cmd" +import ( + "github.com/LoveLosita/smartflow/backend/cmd" +) func main() { cmd.Start() diff --git a/backend/model/agent.go b/backend/model/agent.go new file mode 100644 index 0000000..884d864 --- /dev/null +++ b/backend/model/agent.go @@ -0,0 +1,19 @@ +package model + +type UserSendMessageRequest struct { + ConversationID int `json:"conversation_id,omitempty"` // 可选，指定对话 ID + Message string `json:"message" binding:"required"` + Model string `json:"model,omitempty"` // 可选，指定使用的模型 +} + +type SSEResponse struct { + Event string `json:"event"` // 事件类型，如 "message"、"error" 等 + ID int `json:"id,omitempty"` // SSE 的 id 字段 + Retry int64 `json:"retry,omitempty"` // SSE 的 retry 字段（毫秒） + Data SSEMessageData `json:"data"` // 事件数据 +} + +type SSEMessageData struct { + Step int `json:"step,omitempty"` + Message string `json:"message,omitempty"` +} diff --git a/backend/routers/routers.go b/backend/routers/routers.go index dfa49ac..6814391 100644 --- a/backend/routers/routers.go +++ b/backend/routers/routers.go @@ -38,7 +38,7 @@ func RegisterRouters(handlers *api.ApiHandlers, cache *dao.CacheDAO, limiter *pk apiGroup.GET("/health", func(c *gin.Context) { c.JSON(200, gin.H{ "status": "ok", - "version": "0.2.0.dev.260210", + "version": "0.4.0.dev", }) }) @@ -84,6 +84,11 @@ func RegisterRouters(handlers *api.ApiHandlers, cache *dao.CacheDAO, limiter *pk scheduleGroup.DELETE("/undo-task-item", middleware.IdempotencyMiddleware(cache), handlers.ScheduleHandler.UserRevocateTaskItemFromSchedule) scheduleGroup.GET("/smart-planning", handlers.ScheduleHandler.SmartPlanning) } + agentGroup := apiGroup.Group("/agent") + { + agentGroup.Use(middleware.JWTTokenAuth(cache), middleware.RateLimitMiddleware(limiter, 20, 1)) + agentGroup.POST("/chat", handlers.AgentHandler.ChatAgent) + } } // 初始化Gin引擎 log.Println("Routes setup completed") diff --git a/backend/service/agent.go b/backend/service/agent.go new file mode 100644 index 0000000..8a2d9e2 --- /dev/null +++ b/backend/service/agent.go @@ -0,0 +1,35 @@ +package service + +import ( + "context" + + "github.com/LoveLosita/smartflow/backend/agent" + "github.com/LoveLosita/smartflow/backend/inits" +) + +type AgentService struct { + AIHub *inits.AIHub +} + +func NewAgentService(aiHub *inits.AIHub) *AgentService { + return &AgentService{ + AIHub: aiHub, + } +} + +func (s *AgentService) AgentChat(ctx context.Context, userMessage string) (<-chan string, <-chan error) { + //1. 创建一个输出通道 + outChan := make(chan string, 5) + errChan := make(chan error) + //2. 启动一个 goroutine 来处理聊天逻辑 + go func() { + defer close(outChan) // 确保在函数结束时关闭通道 + //3. 调用 StreamChat 函数进行流式聊天 + err := agent.StreamChat(ctx, s.AIHub.Worker, userMessage, outChan) + if err != nil { + errChan <- err + return + } + }() + return outChan, errChan +}