71fbd39e32
Route all memory ingest/retrieve/enrichment/compaction through async MemoryService. Remove legacy sync memory implementations (ingest/retrieve/compaction); Celery and memoir Phase2 call asyncio.run into MemoryService-backed helpers. Memoir Phase1 batch ingest uses MemoryService.ingest_transcripts_batch; drop chapters. evidence_bundle_json mirror (Alembic 0015). Evaluation uses snapshot/link-only bundles; raise EvidenceClosureMissing instead of partial/fallback lineage tiers. Split memoir state into NarrativeCoverageState and InterviewControlState; delete the _interview_meta_store adapter layer. Remove rolling-query and recent-fact fallback settings from config and evidence assembly. Update judges, docs, tests, and PlaygroundPage alignment. Made-with: Cursor
22 lines
1.3 KiB
Markdown
22 lines
1.3 KiB
Markdown
# 记忆检索：async 单链路
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Memory 运行链路只有一个入口：`MemoryService`。
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| 能力 | 入口 | 行为 |
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| --- | --- | --- |
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| ingest | `MemoryService.ingest_transcript` / `ingest_transcripts_batch` | 写入 `memory_sources`、`memory_chunks`、embedding；commit 后投递 enrichment |
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| retrieve | `MemoryService.retrieve` | 非空 query 做向量 chunk 检索，并合并 query 命中的 facts / timeline / session summaries / stories |
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| enrichment | `MemoryService.enrich_source` | 单次 LLM 生成 session summary 与 confirmed facts |
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| compaction | `MemoryService.compact_user` | 近重复 chunk 软排除并 stale 相关 facts |
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## 检索语义
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- 空 query 固定返回空 evidence bundle。
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- facts / timeline / summaries 只按 query 命中返回；不回退最近事实、最近时间线或 rolling summary。
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- `MemorySummary.summary_type="session"` 可进入 evidence；rolling summary 不参与 prompt evidence。
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- Celery task 只是同步入口包装 async service，不再维护 sync memory 业务链路。
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## 回忆录流水线
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`process_memoir_phase1` 通过 `MemoryService.ingest_transcripts_batch` 批量写入记忆；`process_memoir_phase2` 先通过 `MemoryService.retrieve` 取 evidence，再把 evidence 传给叙事流水线。叙事代码只消费 evidence，不直接调用 memory repo。
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