prompts-core/service/prompt/prompt_build_service.go

package prompt

import (
	"context"
	"errors"
	"fmt"
	"prompts-core/consts/public"
	"strings"

	"prompts-core/common/util"
	"prompts-core/dao"
	"prompts-core/model/dto"
	"prompts-core/model/entity"

	"github.com/gogf/gf/v2/encoding/gjson"
	"github.com/gogf/gf/v2/util/gconv"
)

// UserPromptPayload 用户提示词请求体
type UserPromptPayload struct {
	Model         string            `json:"model"`
	PromptInfo    string            `json:"promptInfo"`
	Form          any               `json:"form"`
	UserForm      any               `json:"userForm"`
	Consult       []dto.ConsultItem `json:"consult"`
	UserFilesText map[string]string `json:"userFilesText"`
	Skills        string            `json:"skills"`
	BuildType     int               `json:"buildType"`
}

// buildInferenceRequest 构建推理请求
func buildInferenceRequest(ctx context.Context, req *dto.ComposeMessagesReq, chatModel *entity.AsynchModel, aiModel *entity.AsynchModel, history []map[string]any) (map[string]any, error) {
	//1) 处理表单分批
	processedReq, totalBatches, err := ProcessUserFormBatches(ctx, req, aiModel)
	if err != nil {
		return nil, fmt.Errorf("处理用户表单分批失败: %w", err)
	}
	ir := NewPromptIR()
	switch req.BuildType {
	case public.BuildTypePrompt:
		return buildPromptTypeRequest(ctx, processedReq, aiModel, chatModel, history, ir, totalBatches)
	case public.BuildTypeNode:
		return buildNodeTypeRequest(ctx, req, chatModel, ir)
	default:
		return nil, errors.New("不支持的构建类型")
	}
}

// buildPromptTypeRequest 构建提示词类型请求（BuildType=1）
func buildPromptTypeRequest(ctx context.Context, req *dto.ComposeMessagesReq, aiModel *entity.AsynchModel, chatModel *entity.AsynchModel, history []map[string]any, ir *PromptIR, totalBatches int) (map[string]any, error) {
	//1) 构建系统提示词
	systemPrompt := promptBuildWithRounds(ctx, req, chatModel, aiModel, totalBatches)
	ir.AddSystem(systemPrompt)
	//2) 构建历史对话
	for _, msg := range history {
		role := gconv.String(msg["role"])
		if role != "user" && role != "assistant" {
			continue
		}
		ir.AddHistory(role, gconv.String(msg["content"]))
	}
	userPrompt := buildUserPrompt(ctx, req, util.GetModelPrompt(ctx, aiModel.ModelType))
	ir.AddUser(userPrompt)
	if !checkOverallContent(ir, aiModel) {
		availableWindow := util.GetAvailableWindow(aiModel.TokenConfig)
		return nil, fmt.Errorf("整体内容超出模型窗口大小限制(可用窗口=%d tokens)，请精简后重试", availableWindow)
	}
	return compileToProviderRequest(ctx, ir, chatModel)
}

// buildNodeTypeRequest 构建节点类型请求（BuildType=2）
func buildNodeTypeRequest(ctx context.Context, req *dto.ComposeMessagesReq, chatModel *entity.AsynchModel, ir *PromptIR) (map[string]any, error) {
	ir.AddUser(NodeBuild(ctx, req))
	return compileToProviderRequest(ctx, ir, chatModel)
}

// compileToProviderRequest 编译为 Provider 请求
func compileToProviderRequest(ctx context.Context, ir *PromptIR, chatModel *entity.AsynchModel) (map[string]any, error) {
	protocol, err := GetProtocolByProvider(ctx, chatModel.OperatorName)
	if err != nil {
		return nil, fmt.Errorf("获取协议配置失败: %w", err)
	}
	if protocol == nil {
		return nil, errors.New("协议配置不存在")
	}
	providerReq, err := Compile(ir, protocol, chatModel)
	if err != nil {
		return nil, fmt.Errorf("编译请求失败: %w", err)
	}

	return map[string]any{
		"modelName":      chatModel.ModelName,
		"bizName":        util.GetServerName(ctx),
		"callbackUrl":    util.GetCallbackURL(ctx, "/prompt/callback"),
		"requestPayload": providerReq,
	}, nil
}

// promptBuildWithRounds 构建系统提示词
func promptBuildWithRounds(ctx context.Context, req *dto.ComposeMessagesReq, chatModel *entity.AsynchModel, aiModel *entity.AsynchModel, batches int) string {
	providerProtocol, err := dao.ProviderProtocol.Get(ctx, &entity.ProviderProtocol{
		ProviderName: chatModel.OperatorName,
		Status:       1,
	})
	if err != nil || providerProtocol == nil {
		return ""
	}

	outputJSON := util.JSONPretty(util.ReverseMap(aiModel.RequestMapping, map[string]any{}))
	maxWindowSize := util.GetMaxWindowSize(chatModel.TokenConfig)
	availableWindow := util.GetAvailableWindow(chatModel.TokenConfig)
	formContent := buildUserFormContent(req.Form)
	userFormContent := buildUserFormContent(req.UserForm)
	formInfo := fmt.Sprintf(`
【系统表单（系统提示词/参数）】
%s
【用户表单全文（必须完整阅读，全部作为用户提示词来源）】
%s
`, formContent, userFormContent)

	inputInfo := fmt.Sprintf(`
目标模型: %s
%s
技能名称: %s
用户文件: %v
`, req.ModelName, formInfo, req.SkillName, req.Consult)

	return fmt.Sprintf(providerProtocol.SystemPromptTemplate,
		req.ModelName,   // %s 目标模型名称
		maxWindowSize,   // %d 最大窗口
		availableWindow, // %d 可用窗口
		outputJSON,      // %s 输出结构
		inputInfo,       // %s 完整输入信息
	)
}

// buildUserFormContent 构建用户表单内容字符串
func buildUserFormContent(userForm []map[string]any) string {
	var builder strings.Builder
	for _, item := range userForm {
		builder.WriteString(fmt.Sprintf("%v\n", item))
	}
	return builder.String()
}

// checkOverallContent 检查整体内容是否超出窗口
func checkOverallContent(ir *PromptIR, model *entity.AsynchModel) bool {
	fullContent := ir.String()
	return util.CountToken(fullContent, model.TokenConfig)
}

// buildUserPrompt 构建用户提示词
func buildUserPrompt(ctx context.Context, req *dto.ComposeMessagesReq, prompt string) string {
	payload := UserPromptPayload{
		Model:         req.ModelName,
		PromptInfo:    prompt,
		Form:          prepareUserFormPayload(req.Form),
		UserForm:      prepareUserFormPayload(req.UserForm),
		Consult:       req.Consult,
		UserFilesText: ExtractFileTexts(ctx, req.Consult),
		Skills:        SkillMdContent(ctx, req.SkillName),
		BuildType:     req.BuildType,
	}
	return gjson.New(payload).String()
}

// prepareUserFormPayload 准备用户表单载荷
func prepareUserFormPayload(userForm []map[string]any) any {
	if len(userForm) == 0 {
		return nil
	}

	if _, ok := userForm[0]["batch_index"]; ok {
		return userForm
	}

	return mergeUserFormTexts(userForm)
}

// mergeUserFormTexts 合并 UserForm 中的所有文本内容
func mergeUserFormTexts(userForm []map[string]any) string {
	var builder strings.Builder
	for i, item := range userForm {
		text := getItemText(item)
		if i > 0 {
			builder.WriteString("\n\n")
		}
		builder.WriteString(text)
	}
	return builder.String()
}

// NodeBuild 节点构建
func NodeBuild(ctx context.Context, req *dto.ComposeMessagesReq) string {
	promptTpl := util.GetBuildPrompt(ctx)
	if promptTpl == "" {
		return ""
	}

	formStr := util.FormToJSON(req.Form)
	userFormStr := util.UserFormToJSON(req.UserForm)

	return fmt.Sprintf(promptTpl, formStr, userFormStr)
}