commit 13e387fa94153b4df10e586a4463efc538b9d174 Author: fuzhongyun <15339891972@163.com> Date: Mon Sep 8 16:00:12 2025 +0800 first commit diff --git a/.vscode/launch.json b/.vscode/launch.json new file mode 100644 index 0000000..65b0b7c --- /dev/null +++ b/.vscode/launch.json @@ -0,0 +1,16 @@ +{ + // 使用 IntelliSense 了解相关属性。 + // 悬停以查看现有属性的描述。 + // 欲了解更多信息，请访问: https://go.microsoft.com/fwlink/?linkid=830387 + "version": "0.2.0", + "configurations": [ + { + "name": "Launch Package", + "type": "go", + "request": "launch", + "mode": "auto", + "program": "${workspaceFolder}/cmd/server", + "cwd": "${workspaceFolder}" + } + ] +} \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..c2e8f83 --- /dev/null +++ b/README.md @@ -0,0 +1,140 @@ +# AI Scheduler - 智能路由调度系统 + +基于Go语言开发的智能AI助手，支持Function Calling和工具调用，可以智能路由用户请求到合适的工具进行处理。 + +## 功能特性 + +- 🤖 **智能对话**: 基于Ollama的AI对话能力 +- 🔧 **工具调用**: 支持天气查询、计算器等工具 +- 🎯 **智能路由**: 自动判断是否需要调用工具 +- 📚 **API文档**: 集成Swagger文档 +- ⚡ **高性能**: 基于Gin框架的HTTP服务 +- 🏗️ **依赖注入**: 使用Wire进行依赖管理 + +## 项目结构 + +``` +ai_scheduler/ +├── cmd/ # 应用程序入口 +│ └── main.go +├── internal/ # 内部包 +│ ├── config/ # 配置管理 +│ ├── handlers/ # HTTP处理器 +│ ├── models/ # 数据模型 +│ ├── services/ # 业务服务 +│ ├── tools/ # 工具实现 +│ └── wire/ # 依赖注入 +├── pkg/ # 公共包 +│ ├── ollama/ # Ollama客户端 +│ └── types/ # 类型定义 +├── docs/ # API文档 +├── config.yaml # 配置文件 +└── go.mod # Go模块 +``` + +## 快速开始 + +### 1. 环境要求 + +- Go 1.23+ +- Ollama服务运行中 + +### 2. 安装依赖 + +```bash +go mod tidy +``` + +### 3. 配置文件 + +编辑 `config.yaml` 文件，确保Ollama服务地址正确： + +```yaml +server: + port: "8080" + host: "localhost" + +ollama: + base_url: "http://localhost:11434" + model: "llama2" + timeout: 30s + +tools: + weather: + enabled: true + mock_data: true + calculator: + enabled: true + mock_data: false + +logging: + level: "info" + format: "json" +``` + +### 4. 启动服务 + +```bash +go run cmd/main.go +``` + +服务启动后，可以访问： + +- API服务: http://localhost:8080/api/v1/chat +- Swagger文档: http://localhost:8080/swagger/index.html +- 健康检查: http://localhost:8080/health + +## API使用示例 + +### 聊天接口 + +```bash +curl -X POST http://localhost:8080/api/v1/chat \ + -H "Content-Type: application/json" \ + -d '{ + "message": "北京今天天气怎么样？", + "model": "llama2" + }' +``` + +### 计算器示例 + +```bash +curl -X POST http://localhost:8080/api/v1/chat \ + -H "Content-Type: application/json" \ + -d '{ + "message": "计算 15 + 25 * 3", + "model": "llama2" + }' +``` + +## 支持的工具 + +### 1. 天气查询工具 +- 功能：查询指定城市的天气信息 +- 示例："北京今天天气怎么样？" + +### 2. 计算器工具 +- 功能：执行数学计算 +- 支持：加减乘除、幂运算 +- 示例："计算 2 + 3 * 4" + +## 开发说明 + +### 添加新工具 + +1. 在 `internal/tools/` 目录下创建新工具文件 +2. 实现 `types.Tool` 接口 +3. 在 `tools.Manager` 中注册新工具 + +### 配置管理 + +配置文件使用Viper加载，支持环境变量覆盖。 + +### 依赖注入 + +使用Google Wire进行依赖注入，修改依赖关系后需要重新生成代码。 + +## 许可证 + +MIT License \ No newline at end of file diff --git a/ai_scheduler b/ai_scheduler new file mode 100644 index 0000000..cdbe9a2 Binary files /dev/null and b/ai_scheduler differ diff --git a/cmd/server/main.go b/cmd/server/main.go new file mode 100644 index 0000000..71bc59f --- /dev/null +++ b/cmd/server/main.go @@ -0,0 +1,87 @@ +package main + +import ( + "ai_scheduler/internal/handlers" + "context" + "flag" + "log" + "net/http" + "os" + "os/signal" + "syscall" + "time" + + _ "ai_scheduler/docs" + + "github.com/gin-gonic/gin" +) + +// @title AI Scheduler API +// @version 1.0 +// @description 智能路由调度系统API文档 +// @termsOfService http://swagger.io/terms/ + +// @contact.name API Support +// @contact.url http://www.swagger.io/support +// @contact.email support@swagger.io + +// @license.name Apache 2.0 +// @license.url http://www.apache.org/licenses/LICENSE-2.0.html + +// @host localhost:8080 +// @BasePath / +func main() { + // 解析命令行参数 + configPath := flag.String("config", "config.yaml", "配置文件路径") + port := flag.String("port", "8080", "服务端口") + flag.Parse() + + // 初始化应用程序 + app, err := InitializeApp(*configPath) + if err != nil { + log.Fatalf("Failed to initialize app: %v", err) + } + + // 设置Gin模式为发布模式 + gin.SetMode(gin.ReleaseMode) + + // 设置路由 + router := handlers.SetupRoutes(app.RouterService) + + // 创建HTTP服务器 + server := &http.Server{ + Addr: ":" + *port, + Handler: router, + ReadTimeout: 30 * time.Second, + WriteTimeout: 30 * time.Second, + } + + // 启动服务器 + go func() { + log.Printf("Starting server on port %s", *port) + log.Printf("Swagger UI: http://localhost:%s/swagger/index.html", *port) + log.Printf("Health check: http://localhost:%s/health", *port) + log.Printf("Chat API: http://localhost:%s/api/v1/chat", *port) + + if err := server.ListenAndServe(); err != nil && err != http.ErrServerClosed { + log.Fatalf("Failed to start server: %v", err) + } + }() + + // 等待中断信号 + quit := make(chan os.Signal, 1) + signal.Notify(quit, syscall.SIGINT, syscall.SIGTERM) + <-quit + + log.Println("Shutting down server...") + + // 优雅关闭服务器 + ctx, cancel := context.WithTimeout(context.Background(), 30*time.Second) + defer cancel() + + if err := server.Shutdown(ctx); err != nil { + log.Printf("Server forced to shutdown: %v", err) + } else { + log.Println("Server exited gracefully") + } +} diff --git a/cmd/server/wire.go b/cmd/server/wire.go new file mode 100644 index 0000000..1e0a950 --- /dev/null +++ b/cmd/server/wire.go @@ -0,0 +1,66 @@ +//go:build wireinject +// +build wireinject + +package main + +import ( + "ai_scheduler/internal/config" + "ai_scheduler/internal/services" + "ai_scheduler/internal/tools" + "ai_scheduler/pkg/ollama" + "ai_scheduler/pkg/types" + + "github.com/google/wire" +) + +// InitializeApp 初始化应用程序 +func InitializeApp(configPath string) (*App, error) { + wire.Build( + // 配置 + config.LoadConfig, + + // Ollama客户端 + provideOllamaClient, + + // 工具管理器 + provideToolsConfig, + tools.NewManager, + + // 路由服务 + provideRouterService, + + // 应用程序 + NewApp, + ) + return &App{}, nil +} + +// provideOllamaClient 提供Ollama客户端 +func provideOllamaClient(cfg *config.Config) types.AIClient { + client, _ := ollama.NewClient(&cfg.Ollama) + return client +} + +// provideToolsConfig 提供工具配置 +func provideToolsConfig(cfg *config.Config) *config.ToolsConfig { + return &cfg.Tools +} + +// provideRouterService 提供路由服务 +func provideRouterService(aiClient types.AIClient, toolManager *tools.Manager) types.RouterService { + return services.NewRouterService(aiClient, toolManager) +} + +// App 应用程序结构 +type App struct { + Config *config.Config + RouterService types.RouterService +} + +// NewApp 创建应用程序 +func NewApp(cfg *config.Config, routerService types.RouterService) *App { + return &App{ + Config: cfg, + RouterService: routerService, + } +} diff --git a/cmd/server/wire_gen.go b/cmd/server/wire_gen.go new file mode 100644 index 0000000..b1ecea3 --- /dev/null +++ b/cmd/server/wire_gen.go @@ -0,0 +1,67 @@ +// Code generated by Wire. DO NOT EDIT. + +//go:generate go run -mod=mod github.com/google/wire/cmd/wire +//go:build !wireinject +// +build !wireinject + +package main + +import ( + "ai_scheduler/internal/config" + "ai_scheduler/internal/services" + "ai_scheduler/internal/tools" + "ai_scheduler/pkg/ollama" + "ai_scheduler/pkg/types" +) + +import ( + _ "ai_scheduler/docs" +) + +// Injectors from wire.go: + +// InitializeApp 初始化应用程序 +func InitializeApp(configPath string) (*App, error) { + configConfig, err := config.LoadConfig(configPath) + if err != nil { + return nil, err + } + aiClient := provideOllamaClient(configConfig) + toolsConfig := provideToolsConfig(configConfig) + manager := tools.NewManager(toolsConfig) + routerService := provideRouterService(aiClient, manager) + app := NewApp(configConfig, routerService) + return app, nil +} + +// wire.go: + +// provideOllamaClient 提供Ollama客户端 +func provideOllamaClient(cfg *config.Config) types.AIClient { + client, _ := ollama.NewClient(&cfg.Ollama) + return client +} + +// provideToolsConfig 提供工具配置 +func provideToolsConfig(cfg *config.Config) *config.ToolsConfig { + return &cfg.Tools +} + +// provideRouterService 提供路由服务 +func provideRouterService(aiClient types.AIClient, toolManager *tools.Manager) types.RouterService { + return services.NewRouterService(aiClient, toolManager) +} + +// App 应用程序结构 +type App struct { + Config *config.Config + RouterService types.RouterService +} + +// NewApp 创建应用程序 +func NewApp(cfg *config.Config, routerService types.RouterService) *App { + return &App{ + Config: cfg, + RouterService: routerService, + } +} diff --git a/config.yaml b/config.yaml new file mode 100644 index 0000000..cfe1055 --- /dev/null +++ b/config.yaml @@ -0,0 +1,19 @@ +server: + port: 8080 + host: "0.0.0.0" + +ollama: + base_url: "http://localhost:11434" + model: "qwen:8b" + timeout: 30s + +tools: + weather: + enabled: true + mock_data: true + calculator: + enabled: true + +logging: + level: "info" + format: "json" \ No newline at end of file diff --git a/docs/docs.go b/docs/docs.go new file mode 100644 index 0000000..3ff2ba8 --- /dev/null +++ b/docs/docs.go @@ -0,0 +1,194 @@ +// Package docs GENERATED BY SWAG; DO NOT EDIT +package docs + +import "github.com/swaggo/swag" + +const docTemplate = `{ + "schemes": {{ marshal .Schemes }}, + "swagger": "2.0", + "info": { + "description": "{{escape .Description}}", + "title": "{{.Title}}", + "termsOfService": "http://swagger.io/terms/", + "contact": { + "name": "API Support", + "url": "http://www.swagger.io/support", + "email": "support@swagger.io" + }, + "license": { + "name": "Apache 2.0", + "url": "http://www.apache.org/licenses/LICENSE-2.0.html" + }, + "version": "{{.Version}}" + }, + "host": "{{.Host}}", + "basePath": "{{.BasePath}}", + "paths": { + "/api/v1/chat": { + "post": { + "description": "发送消息给AI助手，支持工具调用", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "tags": [ + "chat" + ], + "summary": "智能聊天", + "parameters": [ + { + "description": "聊天请求", + "name": "request", + "in": "body", + "required": true, + "schema": { + "$ref": "#/definitions/handlers.ChatRequest" + } + } + ], + "responses": { + "200": { + "description": "聊天响应", + "schema": { + "$ref": "#/definitions/handlers.ChatResponse" + } + }, + "400": { + "description": "请求错误", + "schema": { + "$ref": "#/definitions/handlers.ErrorResponse" + } + }, + "500": { + "description": "服务器错误", + "schema": { + "$ref": "#/definitions/handlers.ErrorResponse" + } + } + } + } + }, + "/health": { + "get": { + "description": "检查服务是否正常运行", + "produces": [ + "application/json" + ], + "tags": [ + "system" + ], + "summary": "健康检查", + "responses": { + "200": { + "description": "OK", + "schema": { + "type": "object", + "additionalProperties": { + "type": "string" + } + } + } + } + } + } + }, + "definitions": { + "handlers.ChatRequest": { + "type": "object", + "required": [ + "message" + ], + "properties": { + "message": { + "type": "string", + "example": "北京今天天气怎么样？" + }, + "model": { + "type": "string", + "example": "llama2" + } + } + }, + "handlers.ChatResponse": { + "type": "object", + "properties": { + "finished": { + "type": "boolean", + "example": true + }, + "message": { + "type": "string", + "example": "北京今天天气晴朗，温度15.3°C" + }, + "tool_calls": { + "type": "array", + "items": { + "$ref": "#/definitions/handlers.ToolCallResponse" + } + } + } + }, + "handlers.ErrorResponse": { + "type": "object", + "properties": { + "code": { + "type": "integer", + "example": 400 + }, + "error": { + "type": "string", + "example": "Invalid request" + }, + "message": { + "type": "string", + "example": "请求参数错误" + } + } + }, + "handlers.FunctionCallResponse": { + "type": "object", + "properties": { + "arguments": {}, + "name": { + "type": "string", + "example": "get_weather" + } + } + }, + "handlers.ToolCallResponse": { + "type": "object", + "properties": { + "function": { + "$ref": "#/definitions/handlers.FunctionCallResponse" + }, + "id": { + "type": "string", + "example": "call_1" + }, + "result": {}, + "type": { + "type": "string", + "example": "function" + } + } + } + } +}` + +// SwaggerInfo holds exported Swagger Info so clients can modify it +var SwaggerInfo = &swag.Spec{ + Version: "1.0", + Host: "localhost:8080", + BasePath: "/", + Schemes: []string{}, + Title: "AI Scheduler API", + Description: "智能路由调度系统API文档", + InfoInstanceName: "swagger", + SwaggerTemplate: docTemplate, +} + +func init() { + swag.Register(SwaggerInfo.InstanceName(), SwaggerInfo) +} \ No newline at end of file diff --git a/go.mod b/go.mod new file mode 100644 index 0000000..1c8d91f --- /dev/null +++ b/go.mod @@ -0,0 +1,68 @@ +module ai_scheduler + +go 1.23.4 + +require ( + github.com/gin-gonic/gin v1.10.0 + github.com/google/wire v0.7.0 + github.com/ollama/ollama v0.5.7 + github.com/spf13/viper v1.17.0 + github.com/swaggo/files v1.0.1 + github.com/swaggo/gin-swagger v1.6.1 + github.com/swaggo/swag v1.8.12 +) + +require ( + github.com/KyleBanks/depth v1.2.1 // indirect + github.com/PuerkitoBio/purell v1.1.1 // indirect + github.com/PuerkitoBio/urlesc v0.0.0-20170810143723-de5bf2ad4578 // indirect + github.com/bytedance/sonic v1.11.6 // indirect + github.com/bytedance/sonic/loader v0.1.1 // indirect + github.com/cloudwego/base64x v0.1.4 // indirect + github.com/cloudwego/iasm v0.2.0 // indirect + github.com/fsnotify/fsnotify v1.6.0 // indirect + github.com/gabriel-vasile/mimetype v1.4.3 // indirect + github.com/gin-contrib/sse v0.1.0 // indirect + github.com/go-openapi/jsonpointer v0.19.5 // indirect + github.com/go-openapi/jsonreference v0.19.6 // indirect + github.com/go-openapi/spec v0.20.4 // indirect + github.com/go-openapi/swag v0.19.15 // indirect + github.com/go-playground/locales v0.14.1 // indirect + github.com/go-playground/universal-translator v0.18.1 // indirect + github.com/go-playground/validator/v10 v10.20.0 // indirect + github.com/goccy/go-json v0.10.2 // indirect + github.com/hashicorp/hcl v1.0.0 // indirect + github.com/josharian/intern v1.0.0 // indirect + github.com/json-iterator/go v1.1.12 // indirect + github.com/klauspost/cpuid/v2 v2.2.7 // indirect + github.com/leodido/go-urn v1.4.0 // indirect + github.com/magiconair/properties v1.8.7 // indirect + github.com/mailru/easyjson v0.7.6 // indirect + github.com/mattn/go-isatty v0.0.20 // indirect + github.com/mitchellh/mapstructure v1.5.0 // indirect + github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect + github.com/modern-go/reflect2 v1.0.2 // indirect + github.com/pelletier/go-toml/v2 v2.2.2 // indirect + github.com/sagikazarmark/locafero v0.3.0 // indirect + github.com/sagikazarmark/slog-shim v0.1.0 // indirect + github.com/sourcegraph/conc v0.3.0 // indirect + github.com/spf13/afero v1.10.0 // indirect + github.com/spf13/cast v1.5.1 // indirect + github.com/spf13/pflag v1.0.5 // indirect + github.com/subosito/gotenv v1.6.0 // indirect + github.com/twitchyliquid64/golang-asm v0.15.1 // indirect + github.com/ugorji/go/codec v1.2.12 // indirect + go.uber.org/atomic v1.9.0 // indirect + go.uber.org/multierr v1.9.0 // indirect + golang.org/x/arch v0.8.0 // indirect + golang.org/x/crypto v0.36.0 // indirect + golang.org/x/exp v0.0.0-20250218142911-aa4b98e5adaa // indirect + golang.org/x/net v0.38.0 // indirect + golang.org/x/sys v0.31.0 // indirect + golang.org/x/text v0.23.0 // indirect + golang.org/x/tools v0.30.0 // indirect + google.golang.org/protobuf v1.34.1 // indirect + gopkg.in/ini.v1 v1.67.0 // indirect + gopkg.in/yaml.v2 v2.4.0 // indirect + gopkg.in/yaml.v3 v3.0.1 // indirect +) diff --git a/go.sum b/go.sum new file mode 100644 index 0000000..50d8310 --- /dev/null +++ b/go.sum @@ -0,0 +1,620 @@ +cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU= +cloud.google.com/go 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/dev/null +++ b/internal/config/config.go @@ -0,0 +1,75 @@ +package config + +import ( + "fmt" + "time" + + "github.com/spf13/viper" +) + +// Config 应用配置 +type Config struct { + Server ServerConfig `mapstructure:"server"` + Ollama OllamaConfig `mapstructure:"ollama"` + Tools ToolsConfig `mapstructure:"tools"` + Logging LoggingConfig `mapstructure:"logging"` +} + +// ServerConfig 服务器配置 +type ServerConfig struct { + Port string `mapstructure:"port"` + Host string `mapstructure:"host"` +} + +// OllamaConfig Ollama配置 +type OllamaConfig struct { + BaseURL string `mapstructure:"base_url"` + Model string `mapstructure:"model"` + Timeout time.Duration `mapstructure:"timeout"` +} + +// ToolsConfig 工具配置 +type ToolsConfig struct { + Weather ToolConfig `mapstructure:"weather"` + Calculator ToolConfig `mapstructure:"calculator"` +} + +// ToolConfig 单个工具配置 +type ToolConfig struct { + Enabled bool `mapstructure:"enabled"` + MockData bool `mapstructure:"mock_data"` +} + +// LoggingConfig 日志配置 +type LoggingConfig struct { + Level string `mapstructure:"level"` + Format string `mapstructure:"format"` +} + +// LoadConfig 加载配置 +func LoadConfig(configPath string) (*Config, error) { + viper.SetConfigFile(configPath) + viper.SetConfigType("yaml") + + // 设置默认值 + viper.SetDefault("server.port", "8080") + viper.SetDefault("server.host", "0.0.0.0") + viper.SetDefault("ollama.base_url", "http://localhost:11434") + viper.SetDefault("ollama.model", "llama2") + viper.SetDefault("ollama.timeout", "30s") + viper.SetDefault("logging.level", "info") + viper.SetDefault("logging.format", "json") + + // 读取配置文件 + if err := viper.ReadInConfig(); err != nil { + return nil, fmt.Errorf("failed to read config file: %w", err) + } + + // 解析配置 + var config Config + if err := viper.Unmarshal(&config); err != nil { + return nil, fmt.Errorf("failed to unmarshal config: %w", err) + } + + return &config, nil +} \ No newline at end of file diff --git a/internal/handlers/chat.go b/internal/handlers/chat.go new file mode 100644 index 0000000..773dc8c --- /dev/null +++ b/internal/handlers/chat.go @@ -0,0 +1,132 @@ +package handlers + +import ( + "ai_scheduler/pkg/types" + "net/http" + + "github.com/gin-gonic/gin" +) + +// ChatHandler 聊天处理器 +type ChatHandler struct { + routerService types.RouterService +} + +// NewChatHandler 创建聊天处理器 +func NewChatHandler(routerService types.RouterService) *ChatHandler { + return &ChatHandler{ + routerService: routerService, + } +} + +// ChatRequest HTTP聊天请求 +type ChatRequest struct { + Message string `json:"message" binding:"required" example:"北京今天天气怎么样？"` + Model string `json:"model,omitempty" example:"llama2"` +} + +// ChatResponse HTTP聊天响应 +type ChatResponse struct { + Message string `json:"message" example:"北京今天天气晴朗，温度15.3°C"` + ToolCalls []ToolCallResponse `json:"tool_calls,omitempty"` + Finished bool `json:"finished" example:"true"` +} + +// ToolCallResponse 工具调用响应 +type ToolCallResponse struct { + ID string `json:"id" example:"call_1"` + Type string `json:"type" example:"function"` + Function FunctionCallResponse `json:"function"` + Result interface{} `json:"result,omitempty"` +} + +// FunctionCallResponse 函数调用响应 +type FunctionCallResponse struct { + Name string `json:"name" example:"get_weather"` + Arguments interface{} `json:"arguments"` +} + +// ErrorResponse 错误响应 +type ErrorResponse struct { + Error string `json:"error" example:"Invalid request"` + Code int `json:"code" example:"400"` + Message string `json:"message" example:"请求参数错误"` +} + +// Chat 处理聊天请求 +// @Summary 智能聊天 +// @Description 发送消息给AI助手，支持工具调用 +// @Tags chat +// @Accept json +// @Produce json +// @Param request body ChatRequest true "聊天请求" +// @Success 200 {object} ChatResponse "聊天响应" +// @Failure 400 {object} ErrorResponse "请求错误" +// @Failure 500 {object} ErrorResponse "服务器错误" +// @Router /api/v1/chat [post] +func (h *ChatHandler) Chat(c *gin.Context) { + var req ChatRequest + if err := c.ShouldBindJSON(&req); err != nil { + c.JSON(http.StatusBadRequest, ErrorResponse{ + Error: "Invalid request", + Code: http.StatusBadRequest, + Message: err.Error(), + }) + return + } + + // 转换为服务层请求 + serviceReq := &types.ChatRequest{ + Message: req.Message, + Model: req.Model, + } + + // 调用路由服务 + response, err := h.routerService.Route(c.Request.Context(), serviceReq) + if err != nil { + c.JSON(http.StatusInternalServerError, ErrorResponse{ + Error: "Service error", + Code: http.StatusInternalServerError, + Message: err.Error(), + }) + return + } + + // 转换响应格式 + httpResponse := &ChatResponse{ + Message: response.Message, + Finished: response.Finished, + } + + // 转换工具调用 + if len(response.ToolCalls) > 0 { + httpResponse.ToolCalls = make([]ToolCallResponse, len(response.ToolCalls)) + for i, toolCall := range response.ToolCalls { + httpResponse.ToolCalls[i] = ToolCallResponse{ + ID: toolCall.ID, + Type: toolCall.Type, + Function: FunctionCallResponse{ + Name: toolCall.Function.Name, + Arguments: toolCall.Function.Arguments, + }, + Result: toolCall.Result, + } + } + } + + c.JSON(http.StatusOK, httpResponse) +} + +// Health 健康检查 +// @Summary 健康检查 +// @Description 检查服务是否正常运行 +// @Tags system +// @Produce json +// @Success 200 {object} map[string]string +// @Router /health [get] +func (h *ChatHandler) Health(c *gin.Context) { + c.JSON(http.StatusOK, gin.H{ + "status": "ok", + "service": "ai-scheduler", + }) +} \ No newline at end of file diff --git a/internal/handlers/router.go b/internal/handlers/router.go new file mode 100644 index 0000000..38997ee --- /dev/null +++ b/internal/handlers/router.go @@ -0,0 +1,43 @@ +package handlers + +import ( + "ai_scheduler/pkg/types" + + "github.com/gin-gonic/gin" + swaggerFiles "github.com/swaggo/files" + ginSwagger "github.com/swaggo/gin-swagger" +) + +// SetupRoutes 设置路由 +func SetupRoutes(routerService types.RouterService) *gin.Engine { + r := gin.Default() + + // 添加CORS中间件 + r.Use(func(c *gin.Context) { + c.Header("Access-Control-Allow-Origin", "*") + c.Header("Access-Control-Allow-Methods", "GET, POST, PUT, DELETE, OPTIONS") + c.Header("Access-Control-Allow-Headers", "Content-Type, Authorization") + if c.Request.Method == "OPTIONS" { + c.AbortWithStatus(204) + return + } + c.Next() + }) + + // 创建处理器 + chatHandler := NewChatHandler(routerService) + + // 健康检查 + r.GET("/health", chatHandler.Health) + + // API路由组 + v1 := r.Group("/api/v1") + { + v1.POST("/chat", chatHandler.Chat) + } + + // Swagger文档 + r.GET("/swagger/*any", ginSwagger.WrapHandler(swaggerFiles.Handler)) + + return r +} \ No newline at end of file diff --git a/internal/services/router.go b/internal/services/router.go new file mode 100644 index 0000000..002ea26 --- /dev/null +++ b/internal/services/router.go @@ -0,0 +1,111 @@ +package services + +import ( + "ai_scheduler/internal/tools" + "ai_scheduler/pkg/types" + "context" + "encoding/json" + "fmt" + "log" +) + +// RouterService 智能路由服务 +type RouterService struct { + aiClient types.AIClient + toolManager *tools.Manager +} + +// NewRouterService 创建路由服务 +func NewRouterService(aiClient types.AIClient, toolManager *tools.Manager) *RouterService { + return &RouterService{ + aiClient: aiClient, + toolManager: toolManager, + } +} + +// Route 执行智能路由 +func (r *RouterService) Route(ctx context.Context, req *types.ChatRequest) (*types.ChatResponse, error) { + // 构建消息 + messages := []types.Message{ + { + Role: "system", + Content: r.buildSystemPrompt(), + }, + { + Role: "user", + Content: req.Message, + }, + } + + // 获取工具定义 + toolDefinitions := r.toolManager.GetToolDefinitions() + + // 第一次调用AI，获取是否需要使用工具 + response, err := r.aiClient.Chat(ctx, messages, toolDefinitions) + if err != nil { + return nil, fmt.Errorf("failed to chat with AI: %w", err) + } + + // 如果没有工具调用，直接返回 + if len(response.ToolCalls) == 0 { + return response, nil + } + + // 执行工具调用 + toolResults, err := r.toolManager.ExecuteToolCalls(ctx, response.ToolCalls) + if err != nil { + return nil, fmt.Errorf("failed to execute tools: %w", err) + } + + // 构建包含工具结果的消息 + messages = append(messages, types.Message{ + Role: "assistant", + Content: response.Message, + }) + + // 添加工具调用结果 + for _, toolResult := range toolResults { + toolResultStr, _ := json.Marshal(toolResult.Result) + messages = append(messages, types.Message{ + Role: "tool", + Content: fmt.Sprintf("Tool %s result: %s", toolResult.Function.Name, string(toolResultStr)), + }) + } + + // 第二次调用AI，生成最终回复 + finalResponse, err := r.aiClient.Chat(ctx, messages, nil) + if err != nil { + return nil, fmt.Errorf("failed to generate final response: %w", err) + } + + // 合并工具调用信息到最终响应 + finalResponse.ToolCalls = toolResults + + log.Printf("Router processed request: %s, used %d tools", req.Message, len(toolResults)) + + return finalResponse, nil +} + +// buildSystemPrompt 构建系统提示词 +func (r *RouterService) buildSystemPrompt() string { + prompt := `你是一个智能助手，可以帮助用户解决各种问题。你有以下工具可以使用： + +` + + // 添加工具描述 + tools := r.toolManager.GetAllTools() + for _, tool := range tools { + prompt += fmt.Sprintf("- %s: %s\n", tool.Name(), tool.Description()) + } + + prompt += ` +请根据用户的问题，判断是否需要使用工具。如果需要，请调用相应的工具获取信息，然后基于工具返回的结果给出完整的回答。 + +注意事项： +1. 只有在确实需要获取实时信息或进行计算时才使用工具 +2. 如果用户只是普通聊天，不需要使用工具 +3. 使用工具后，请基于工具返回的结果给出自然、友好的回复 +4. 如果工具执行出错，请告知用户并提供替代建议` + + return prompt +} \ No newline at end of file diff --git a/internal/tools/calculator.go b/internal/tools/calculator.go new file mode 100644 index 0000000..39beccf --- /dev/null +++ b/internal/tools/calculator.go @@ -0,0 +1,120 @@ +package tools + +import ( + "ai_scheduler/pkg/types" + "context" + "encoding/json" + "fmt" + "math" +) + +// CalculatorTool 计算器工具 +type CalculatorTool struct{} + +// NewCalculatorTool 创建计算器工具 +func NewCalculatorTool() *CalculatorTool { + return &CalculatorTool{} +} + +// Name 返回工具名称 +func (c *CalculatorTool) Name() string { + return "calculate" +} + +// Description 返回工具描述 +func (c *CalculatorTool) Description() string { + return "执行基本的数学运算，支持加减乘除和幂运算" +} + +// Definition 返回工具定义 +func (c *CalculatorTool) Definition() types.ToolDefinition { + return types.ToolDefinition{ + Type: "function", + Function: types.FunctionDef{ + Name: c.Name(), + Description: c.Description(), + Parameters: map[string]interface{}{ + "type": "object", + "properties": map[string]interface{}{ + "operation": map[string]interface{}{ + "type": "string", + "description": "运算类型", + "enum": []string{"add", "subtract", "multiply", "divide", "power"}, + }, + "a": map[string]interface{}{ + "type": "number", + "description": "第一个数字", + }, + "b": map[string]interface{}{ + "type": "number", + "description": "第二个数字", + }, + }, + "required": []string{"operation", "a", "b"}, + }, + }, + } +} + +// CalculateRequest 计算请求参数 +type CalculateRequest struct { + Operation string `json:"operation"` + A float64 `json:"a"` + B float64 `json:"b"` +} + +// CalculateResponse 计算响应 +type CalculateResponse struct { + Operation string `json:"operation"` + A float64 `json:"a"` + B float64 `json:"b"` + Result float64 `json:"result"` + Expression string `json:"expression"` +} + +// Execute 执行计算 +func (c *CalculatorTool) Execute(ctx context.Context, args json.RawMessage) (interface{}, error) { + var req CalculateRequest + if err := json.Unmarshal(args, &req); err != nil { + return nil, fmt.Errorf("invalid calculate request: %w", err) + } + + var result float64 + var expression string + + switch req.Operation { + case "add": + result = req.A + req.B + expression = fmt.Sprintf("%.2f + %.2f = %.2f", req.A, req.B, result) + case "subtract": + result = req.A - req.B + expression = fmt.Sprintf("%.2f - %.2f = %.2f", req.A, req.B, result) + case "multiply": + result = req.A * req.B + expression = fmt.Sprintf("%.2f × %.2f = %.2f", req.A, req.B, result) + case "divide": + if req.B == 0 { + return nil, fmt.Errorf("division by zero is not allowed") + } + result = req.A / req.B + expression = fmt.Sprintf("%.2f ÷ %.2f = %.2f", req.A, req.B, result) + case "power": + result = math.Pow(req.A, req.B) + expression = fmt.Sprintf("%.2f ^ %.2f = %.2f", req.A, req.B, result) + default: + return nil, fmt.Errorf("unsupported operation: %s", req.Operation) + } + + // 检查结果是否有效 + if math.IsNaN(result) || math.IsInf(result, 0) { + return nil, fmt.Errorf("calculation resulted in invalid number") + } + + return &CalculateResponse{ + Operation: req.Operation, + A: req.A, + B: req.B, + Result: result, + Expression: expression, + }, nil +} \ No newline at end of file diff --git a/internal/tools/manager.go b/internal/tools/manager.go new file mode 100644 index 0000000..aa28461 --- /dev/null +++ b/internal/tools/manager.go @@ -0,0 +1,101 @@ +package tools + +import ( + "ai_scheduler/internal/config" + "ai_scheduler/pkg/types" + "context" + "encoding/json" + "fmt" +) + +// Manager 工具管理器 +type Manager struct { + tools map[string]types.Tool +} + +// NewManager 创建工具管理器 +func NewManager(config *config.ToolsConfig) *Manager { + m := &Manager{ + tools: make(map[string]types.Tool), + } + + // 注册天气工具 + if config.Weather.Enabled { + weatherTool := NewWeatherTool(config.Weather.MockData) + m.tools[weatherTool.Name()] = weatherTool + } + + // 注册计算器工具 + if config.Calculator.Enabled { + calcTool := NewCalculatorTool() + m.tools[calcTool.Name()] = calcTool + } + + return m +} + +// GetTool 获取工具 +func (m *Manager) GetTool(name string) (types.Tool, bool) { + tool, exists := m.tools[name] + return tool, exists +} + +// GetAllTools 获取所有工具 +func (m *Manager) GetAllTools() []types.Tool { + tools := make([]types.Tool, 0, len(m.tools)) + for _, tool := range m.tools { + tools = append(tools, tool) + } + return tools +} + +// GetToolDefinitions 获取所有工具定义 +func (m *Manager) GetToolDefinitions() []types.ToolDefinition { + definitions := make([]types.ToolDefinition, 0, len(m.tools)) + for _, tool := range m.tools { + definitions = append(definitions, tool.Definition()) + } + return definitions +} + +// ExecuteTool 执行工具 +func (m *Manager) ExecuteTool(ctx context.Context, name string, args json.RawMessage) (interface{}, error) { + tool, exists := m.GetTool(name) + if !exists { + return nil, fmt.Errorf("tool not found: %s", name) + } + + return tool.Execute(ctx, args) +} + +// ExecuteToolCalls 执行多个工具调用 +func (m *Manager) ExecuteToolCalls(ctx context.Context, toolCalls []types.ToolCall) ([]types.ToolCall, error) { + results := make([]types.ToolCall, len(toolCalls)) + + for i, toolCall := range toolCalls { + results[i] = toolCall + + // 执行工具 + result, err := m.ExecuteTool(ctx, toolCall.Function.Name, toolCall.Function.Arguments) + if err != nil { + // 将错误信息作为结果返回 + errorResult := map[string]interface{}{ + "error": err.Error(), + } + resultBytes, _ := json.Marshal(errorResult) + results[i].Result = resultBytes + } else { + // 将成功结果序列化 + resultBytes, err := json.Marshal(result) + if err != nil { + errorResult := map[string]interface{}{ + "error": fmt.Sprintf("failed to serialize result: %v", err), + } + resultBytes, _ = json.Marshal(errorResult) + } + results[i].Result = resultBytes + } + } + + return results, nil +} \ No newline at end of file diff --git a/internal/tools/weather.go b/internal/tools/weather.go new file mode 100644 index 0000000..3de5aff --- /dev/null +++ b/internal/tools/weather.go @@ -0,0 +1,140 @@ +package tools + +import ( + "ai_scheduler/pkg/types" + "context" + "encoding/json" + "fmt" + "math/rand" + "time" +) + +// WeatherTool 天气查询工具 +type WeatherTool struct { + mockData bool +} + +// NewWeatherTool 创建天气工具 +func NewWeatherTool(mockData bool) *WeatherTool { + return &WeatherTool{ + mockData: mockData, + } +} + +// Name 返回工具名称 +func (w *WeatherTool) Name() string { + return "get_weather" +} + +// Description 返回工具描述 +func (w *WeatherTool) Description() string { + return "获取指定城市的天气信息" +} + +// Definition 返回工具定义 +func (w *WeatherTool) Definition() types.ToolDefinition { + return types.ToolDefinition{ + Type: "function", + Function: types.FunctionDef{ + Name: w.Name(), + Description: w.Description(), + Parameters: map[string]interface{}{ + "type": "object", + "properties": map[string]interface{}{ + "city": map[string]interface{}{ + "type": "string", + "description": "城市名称，如：北京、上海、广州", + }, + "unit": map[string]interface{}{ + "type": "string", + "description": "温度单位，celsius(摄氏度)或fahrenheit(华氏度)", + "enum": []string{"celsius", "fahrenheit"}, + "default": "celsius", + }, + }, + "required": []string{"city"}, + }, + }, + } +} + +// WeatherRequest 天气请求参数 +type WeatherRequest struct { + City string `json:"city"` + Unit string `json:"unit,omitempty"` +} + +// WeatherResponse 天气响应 +type WeatherResponse struct { + City string `json:"city"` + Temperature float64 `json:"temperature"` + Unit string `json:"unit"` + Condition string `json:"condition"` + Humidity int `json:"humidity"` + WindSpeed float64 `json:"wind_speed"` + Timestamp string `json:"timestamp"` +} + +// Execute 执行天气查询 +func (w *WeatherTool) Execute(ctx context.Context, args json.RawMessage) (interface{}, error) { + var req WeatherRequest + if err := json.Unmarshal(args, &req); err != nil { + return nil, fmt.Errorf("invalid weather request: %w", err) + } + + if req.City == "" { + return nil, fmt.Errorf("city is required") + } + + if req.Unit == "" { + req.Unit = "celsius" + } + + if w.mockData { + return w.getMockWeather(req.City, req.Unit), nil + } + + // 这里可以集成真实的天气API + return w.getMockWeather(req.City, req.Unit), nil +} + +// getMockWeather 获取模拟天气数据 +func (w *WeatherTool) getMockWeather(city, unit string) *WeatherResponse { + rand.Seed(time.Now().UnixNano()) + + // 模拟不同城市的基础温度 + baseTemp := map[string]float64{ + "北京": 15.0, + "上海": 18.0, + "广州": 25.0, + "深圳": 26.0, + "杭州": 17.0, + "成都": 16.0, + } + + temp := baseTemp[city] + if temp == 0 { + temp = 20.0 // 默认温度 + } + + // 添加随机变化 + temp += (rand.Float64() - 0.5) * 10 + + // 转换温度单位 + if unit == "fahrenheit" { + temp = temp*9/5 + 32 + } + + conditions := []string{"晴朗", "多云", "阴天", "小雨", "中雨"} + condition := conditions[rand.Intn(len(conditions))] + + return &WeatherResponse{ + City: city, + Temperature: float64(int(temp*10)) / 10, // 保留一位小数 + Unit: unit, + Condition: condition, + Humidity: rand.Intn(40) + 40, // 40-80% + WindSpeed: float64(rand.Intn(20)) + 1.0, + Timestamp: time.Now().Format("2006-01-02 15:04:05"), + } +} \ No newline at end of file diff --git a/pkg/ollama/client.go b/pkg/ollama/client.go new file mode 100644 index 0000000..b3f18ec --- /dev/null +++ b/pkg/ollama/client.go @@ -0,0 +1,120 @@ +package ollama + +import ( + "ai_scheduler/internal/config" + "ai_scheduler/pkg/types" + "context" + "encoding/json" + "fmt" + "net/http" + "time" + + "github.com/ollama/ollama/api" +) + +// Client Ollama客户端适配器 +type Client struct { + client *api.Client + config *config.OllamaConfig +} + +// NewClient 创建新的Ollama客户端 +func NewClient(config *config.OllamaConfig) (*Client, error) { + client, err := api.ClientFromEnvironment() + if err != nil { + return nil, fmt.Errorf("failed to create ollama client: %w", err) + } + + // 设置自定义HTTP客户端 + // 创建HTTP客户端（如果需要的话） + _ = &http.Client{ + Timeout: config.Timeout, + } + + return &Client{ + client: client, + config: config, + }, nil +} + +// Chat 实现聊天功能 +func (c *Client) Chat(ctx context.Context, messages []types.Message, tools []types.ToolDefinition) (*types.ChatResponse, error) { + // 构建聊天请求 + req := &api.ChatRequest{ + Model: c.config.Model, + Messages: make([]api.Message, len(messages)), + Stream: new(bool), // 设置为false，不使用流式响应 + } + + // 转换消息格式 + for i, msg := range messages { + req.Messages[i] = api.Message{ + Role: msg.Role, + Content: msg.Content, + } + } + + // 添加工具定义 + if len(tools) > 0 { + req.Tools = make([]api.Tool, len(tools)) + for i, tool := range tools { + toolData, _ := json.Marshal(tool) + var apiTool api.Tool + json.Unmarshal(toolData, &apiTool) + req.Tools[i] = apiTool + } + } + + // 发送请求 + responseChan := make(chan api.ChatResponse) + errorChan := make(chan error) + + go func() { + err := c.client.Chat(ctx, req, func(resp api.ChatResponse) error { + responseChan <- resp + return nil + }) + if err != nil { + errorChan <- err + } + close(responseChan) + close(errorChan) + }() + + // 等待响应 + select { + case resp := <-responseChan: + return c.convertResponse(&resp), nil + case err := <-errorChan: + return nil, fmt.Errorf("chat request failed: %w", err) + case <-ctx.Done(): + return nil, ctx.Err() + case <-time.After(c.config.Timeout): + return nil, fmt.Errorf("chat request timeout") + } +} + +// convertResponse 转换响应格式 +func (c *Client) convertResponse(resp *api.ChatResponse) *types.ChatResponse { + result := &types.ChatResponse{ + Message: resp.Message.Content, + Finished: resp.Done, + } + + // 转换工具调用 + if len(resp.Message.ToolCalls) > 0 { + result.ToolCalls = make([]types.ToolCall, len(resp.Message.ToolCalls)) + for i, toolCall := range resp.Message.ToolCalls { + result.ToolCalls[i] = types.ToolCall{ + ID: fmt.Sprintf("call_%d", i), + Type: "function", + Function: types.FunctionCall{ + Name: toolCall.Function.Name, + Arguments: json.RawMessage(fmt.Sprintf("%v", toolCall.Function.Arguments)), + }, + } + } + } + + return result +} \ No newline at end of file diff --git a/pkg/types/types.go b/pkg/types/types.go new file mode 100644 index 0000000..899e09a --- /dev/null +++ b/pkg/types/types.go @@ -0,0 +1,70 @@ +package types + +import ( + "context" + "encoding/json" +) + +// ChatRequest 聊天请求 +type ChatRequest struct { + Message string `json:"message" binding:"required"` + Model string `json:"model,omitempty"` +} + +// ChatResponse 聊天响应 +type ChatResponse struct { + Message string `json:"message"` + ToolCalls []ToolCall `json:"tool_calls,omitempty"` + Finished bool `json:"finished"` +} + +// ToolCall 工具调用 +type ToolCall struct { + ID string `json:"id"` + Type string `json:"type"` + Function FunctionCall `json:"function"` + Result json.RawMessage `json:"result,omitempty"` +} + +// FunctionCall 函数调用 +type FunctionCall struct { + Name string `json:"name"` + Arguments json.RawMessage `json:"arguments"` +} + +// ToolDefinition 工具定义 +type ToolDefinition struct { + Type string `json:"type"` + Function FunctionDef `json:"function"` +} + +// FunctionDef 函数定义 +type FunctionDef struct { + Name string `json:"name"` + Description string `json:"description"` + Parameters map[string]interface{} `json:"parameters"` +} + +// Tool 工具接口 +type Tool interface { + Name() string + Description() string + Definition() ToolDefinition + Execute(ctx context.Context, args json.RawMessage) (interface{}, error) +} + +// AIClient AI客户端接口 +type AIClient interface { + Chat(ctx context.Context, messages []Message, tools []ToolDefinition) (*ChatResponse, error) +} + +// Message 消息 +type Message struct { + Role string `json:"role"` + Content string `json:"content"` +} + +// RouterService 路由服务接口 +type RouterService interface { + Route(ctx context.Context, req *ChatRequest) (*ChatResponse, error) +} \ No newline at end of file diff --git a/server b/server new file mode 100644 index 0000000..cdbe9a2 Binary files /dev/null and b/server differ