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https://gitcode.com/JianFeeeee/HomeAgent.git
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记忆层: - MemoryBlock 承载 FrameTS/PageSeq/PageKind/BlockRole/CallID - coldcontext 归档与回填按完整页传递,工具调用参数和配对键不丢失 - 召回先估算总 token,超预算时按全局页相似度标记 inactive - inactive 仅是 context 渲染期状态,不落盘、不进入 coldcontext,Prune 后重置 - Peek/确认/Remove 两阶段召回,失败保留冷上下文副本 - stablemem 记录 last_recalled_at,删块连带清理边 命名: - internal/memory/document → internal/memory/coldcontext - Doc/DocEvent/DocHit → ColdDoc/ColdEvent/ColdHit - ContextToColdContext/RecentColdContexts/FindColdContexts - 保留既有 JSON 标签、doc_ 文件前缀与 doc_count 状态键,兼容存量数据 安全治理: - 工具策略门禁、安全配置、事件总线发布者身份与入站脱敏 - 声明式 SecurityAPI 与 QQ owner/guest profile - 日志保留策略与相关 e2e/回归判据 验证:go build ./...、go vet ./...、go test ./...(62 包); 生产副本 e2e:7013 块迁移后 ID/向量/指纹 0 变化、0 缺失。
132 lines
3.5 KiB
Go
132 lines
3.5 KiB
Go
package sdk
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import (
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"errors"
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"strings"
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"time"
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"github.com/JianFeeeee/HologramAgent/internal/memory"
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"github.com/JianFeeeee/HologramAgent/internal/memory/coldcontext"
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)
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// indexerImpl 桥接 memory.Indexer 到中立的 IndexerAPI。
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type indexerImpl struct {
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idx *memory.Indexer
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docs *coldcontext.Store // 可选:给「上下文」诊断面提供 L2 那一路
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}
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func NewIndexer(idx *memory.Indexer) IndexerAPI {
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return &indexerImpl{idx: idx}
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}
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// NewIndexerWithDocs 让诊断面同时覆盖 L2 冷上下文与 L3 图记忆(双路召回)。
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func NewIndexerWithDocs(idx *memory.Indexer, docs *coldcontext.Store) IndexerAPI {
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return &indexerImpl{idx: idx, docs: docs}
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}
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func (i *indexerImpl) BuildContext(q string) (*IndexContext, error) {
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if i.idx == nil {
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return nil, errors.New("indexer not available")
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}
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ctx := i.idx.BuildContext(q)
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if ctx == nil {
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return &IndexContext{}, nil
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}
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entities := make([]Entity, len(ctx.Entities))
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for j, e := range ctx.Entities {
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entities[j] = Entity{Name: e.Name, Type: e.Type, MentionCount: e.MentionCount}
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}
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relations := make([]Relation, len(ctx.Relations))
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for j, r := range ctx.Relations {
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relations[j] = Relation{SourceName: r.SourceName, TargetName: r.TargetName, RelationType: r.RelationType}
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}
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out := &IndexContext{
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Entities: entities,
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Relations: relations,
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Summary: ctx.Summary,
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TokenEstimate: ctx.TokenEstimate,
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}
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out.Docs = i.queryDocs(q, 8)
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return out, nil
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}
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func (i *indexerImpl) FormatContext(ctx *IndexContext) string {
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if i.idx == nil || ctx == nil {
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return ""
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}
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entities := make([]memory.Entity, len(ctx.Entities))
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for j, e := range ctx.Entities {
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entities[j] = memory.Entity{Name: e.Name, Type: e.Type, MentionCount: e.MentionCount}
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}
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return i.idx.FormatContext(&memory.InjectedContext{
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Entities: entities,
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Summary: ctx.Summary,
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TokenEstimate: ctx.TokenEstimate,
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})
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}
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// queryDocs 取 L2 那一路的命中片段(与模型预填充同一检索路径)。
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func (i *indexerImpl) queryDocs(q string, limit int) []DocSnippet {
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if i.docs == nil || strings.TrimSpace(q) == "" {
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return nil
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}
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hits := i.docs.QueryScored(q, limit)
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out := make([]DocSnippet, 0, len(hits))
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for _, h := range hits {
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if h.Doc == nil {
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continue
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}
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when := h.Doc.CreatedAt.Format(time.DateTime)
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if h.Doc.HasEvents() {
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when = h.Doc.Events[0].Timestamp.Format(time.DateTime)
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}
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// 正文在事件的**文本块**里(DocEvent 只有 Blocks,没有 Input/Response)。
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text := coldcontextFirstText(h.Doc)
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out = append(out, DocSnippet{ID: h.Doc.ID, When: when, Text: truncateRunes(text, 120), Score: h.Score})
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}
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return out
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}
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// coldcontextFirstText 取文档可用于展示的首段正文(跳过媒体块)。
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func coldcontextFirstText(d *coldcontext.ColdDoc) string {
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if d == nil {
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return ""
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}
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for _, ev := range d.Events {
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for _, b := range ev.Blocks {
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if b.Modality != "" && b.Modality != "text" {
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continue
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}
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if t := strings.TrimSpace(b.Text); t != "" {
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return t
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}
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}
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}
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return d.Content
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}
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func truncateRunes(s string, n int) string {
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s = strings.Join(strings.Fields(s), " ")
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r := []rune(s)
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if len(r) <= n {
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return s
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}
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return string(r[:n]) + "…"
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}
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func (i *indexerImpl) GetToolDefinitions() []map[string]interface{} {
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if i.idx == nil {
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return nil
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}
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return i.idx.GetToolDefinitions()
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}
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func (i *indexerImpl) BuildToolPrompt() string {
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if i.idx == nil {
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return ""
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}
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return i.idx.BuildToolPrompt()
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}
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var _ IndexerAPI = (*indexerImpl)(nil)
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