后端:
1. LLM 客户端从 newAgent/llm 提升为 infra/llm 基础设施层
- 删除 backend/newAgent/llm/(ark.go / ark_adapter.go / client.go / json.go)
- 等价迁移至 backend/infra/llm/,所有 newAgent node 与 service 统一改引用 infrallm
- 消除 newAgent 对模型客户端的私有依赖,为 memory / websearch 等多模块复用铺路
2. RAG 基础设施完成可运行态接入(factory / runtime / observer / service 四层成型)
- 新建 backend/infra/rag/factory.go / runtime.go / observe.go / observer.go /
service.go:工厂创建、运行时生命周期、轻量观测接口、检索服务门面
- 更新 infra/rag/config/config.go:补齐 Milvus / Embed / Reranker 全部配置项与默认值
- 更新 infra/rag/embed/eino_embedder.go:增强 Eino embedding 适配,支持 BaseURL / APIKey 环境变量 / 超时 /
维度等参数
- 更新 infra/rag/store/milvus_store.go:完整实现 Milvus 向量存储(建集合 / 建 Index / Upsert / Search /
Delete),支持 COSINE / L2 / IP 度量
- 更新 infra/rag/core/pipeline.go:适配 Runtime 接口,Pipeline 由 factory 注入而非手动拼装
- 更新 infra/rag/corpus/memory_corpus.go / vector_store.go:对接 Memory 模块数据源与 Store 接口扩展
3. Memory 模块从 Day1 骨架升级为 Day2 完整可运行态
- 新建 memory/module.go:统一门面 Module,对外封装 EnqueueExtract / ReadService / ManageService / WithTx /
StartWorker,启动层只依赖这一个入口
- 新建 memory/orchestrator/llm_write_orchestrator.go:LLM 驱动的记忆抽取编排器,替代原 mock 抽取
- 新建 memory/service/read_service.go:按用户开关过滤 + 轻量重排 + 访问时间刷新的读取链路
- 新建 memory/service/manage_service.go:记忆管理面能力(列出 / 软删除 / 开关读写),删除同步写审计日志
- 新建 memory/service/common.go:服务层公共工具
- 新建 memory/worker/loop.go:后台轮询循环 RunPollingLoop,定时抢占 pending 任务并推进
- 新建 memory/utils/audit.go / settings.go:审计日志构造、用户设置过滤等纯函数
- 更新 memory/model/item.go / job.go / settings.go / config.go / status.go:补齐 DTO 字段与状态常量
- 更新 memory/repo/item_repo.go / job_repo.go / audit_repo.go / settings_repo.go:补齐 CRUD 与查询能力
- 更新 memory/worker/runner.go:Runner 对接 Module 与 LLM 抽取器,任务状态机完整化
- 更新 memory/README.md:同步模块现状说明
4. newAgent 接入 Memory 读取注入与工具注册依赖预埋
- 新建 service/agentsvc/agent_memory.go:定义 MemoryReader 接口 + injectMemoryContext,在 graph
执行前统一补充记忆上下文
- 更新 service/agentsvc/agent.go:新增 memoryReader 字段与 SetMemoryReader 方法
- 更新 service/agentsvc/agent_newagent.go:调用 injectMemoryContext 注入 pinned block,检索失败仅降级不阻断主链路
- 更新 newAgent/tools/registry.go:新增 DefaultRegistryDeps(含 RAGRuntime),工具注册表支持依赖注入
5. 启动流程与事件处理器接线更新
- 更新 cmd/start.go:初始化 RAG Runtime → Memory Module → 注册事件处理器 → 启动 Worker 后台轮询
- 更新 service/events/memory_extract_requested.go:改用 memory.Module.WithTx(tx) 统一门面,事件处理器不再直接依赖
repo/service 内部包
6. 缓存插件与配置同步
- 更新 middleware/cache_deleter.go:静默忽略 MemoryJob / MemoryItem / MemoryAuditLog / MemoryUserSetting
等新模型,避免日志刷屏;清理冗余注释
- 更新 config.example.yaml:补齐 rag / memory / websearch 配置段及默认值
- 更新 go.mod / go.sum:新增 eino-ext/openai / json-patch / go-openai 依赖
前端:无 仓库:无
120 lines
2.9 KiB
Go
120 lines
2.9 KiB
Go
package service
|
|
|
|
import (
|
|
"strings"
|
|
|
|
memorymodel "github.com/LoveLosita/smartflow/backend/memory/model"
|
|
"github.com/LoveLosita/smartflow/backend/model"
|
|
)
|
|
|
|
func toItemDTO(item model.MemoryItem) memorymodel.ItemDTO {
|
|
return memorymodel.ItemDTO{
|
|
ID: item.ID,
|
|
UserID: item.UserID,
|
|
ConversationID: strValue(item.ConversationID),
|
|
AssistantID: strValue(item.AssistantID),
|
|
RunID: strValue(item.RunID),
|
|
MemoryType: item.MemoryType,
|
|
Title: item.Title,
|
|
Content: item.Content,
|
|
Confidence: item.Confidence,
|
|
Importance: item.Importance,
|
|
SensitivityLevel: item.SensitivityLevel,
|
|
IsExplicit: item.IsExplicit,
|
|
Status: item.Status,
|
|
TTLAt: item.TTLAt,
|
|
CreatedAt: item.CreatedAt,
|
|
UpdatedAt: item.UpdatedAt,
|
|
}
|
|
}
|
|
|
|
func toItemDTOs(items []model.MemoryItem) []memorymodel.ItemDTO {
|
|
if len(items) == 0 {
|
|
return nil
|
|
}
|
|
result := make([]memorymodel.ItemDTO, 0, len(items))
|
|
for _, item := range items {
|
|
result = append(result, toItemDTO(item))
|
|
}
|
|
return result
|
|
}
|
|
|
|
func toUserSettingDTO(setting model.MemoryUserSetting) memorymodel.UserSettingDTO {
|
|
return memorymodel.UserSettingDTO{
|
|
UserID: setting.UserID,
|
|
MemoryEnabled: setting.MemoryEnabled,
|
|
ImplicitMemoryEnabled: setting.ImplicitMemoryEnabled,
|
|
SensitiveMemoryEnabled: setting.SensitiveMemoryEnabled,
|
|
UpdatedAt: setting.UpdatedAt,
|
|
}
|
|
}
|
|
|
|
func normalizeMemoryTypes(raw []string) []string {
|
|
if len(raw) == 0 {
|
|
return nil
|
|
}
|
|
result := make([]string, 0, len(raw))
|
|
seen := make(map[string]struct{}, len(raw))
|
|
for _, item := range raw {
|
|
normalized := memorymodel.NormalizeMemoryType(item)
|
|
if normalized == "" {
|
|
continue
|
|
}
|
|
if _, exists := seen[normalized]; exists {
|
|
continue
|
|
}
|
|
seen[normalized] = struct{}{}
|
|
result = append(result, normalized)
|
|
}
|
|
return result
|
|
}
|
|
|
|
func normalizeManageStatuses(raw []string) []string {
|
|
if len(raw) == 0 {
|
|
return []string{
|
|
model.MemoryItemStatusActive,
|
|
model.MemoryItemStatusArchived,
|
|
}
|
|
}
|
|
|
|
result := make([]string, 0, len(raw))
|
|
seen := make(map[string]struct{}, len(raw))
|
|
for _, item := range raw {
|
|
status := strings.ToLower(strings.TrimSpace(item))
|
|
if status != model.MemoryItemStatusActive &&
|
|
status != model.MemoryItemStatusArchived &&
|
|
status != model.MemoryItemStatusDeleted {
|
|
continue
|
|
}
|
|
if _, exists := seen[status]; exists {
|
|
continue
|
|
}
|
|
seen[status] = struct{}{}
|
|
result = append(result, status)
|
|
}
|
|
if len(result) == 0 {
|
|
return []string{
|
|
model.MemoryItemStatusActive,
|
|
model.MemoryItemStatusArchived,
|
|
}
|
|
}
|
|
return result
|
|
}
|
|
|
|
func normalizeLimit(limit, defaultValue, maxValue int) int {
|
|
if limit <= 0 {
|
|
limit = defaultValue
|
|
}
|
|
if maxValue > 0 && limit > maxValue {
|
|
return maxValue
|
|
}
|
|
return limit
|
|
}
|
|
|
|
func strValue(v *string) string {
|
|
if v == nil {
|
|
return ""
|
|
}
|
|
return strings.TrimSpace(*v)
|
|
}
|