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feat(memory): add Decision Memory Kind (extract → persist → index → search → evolve) - #424
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FluxForgeLab wants to merge 14 commits into
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feat(memory): add Decision Memory Kind (extract → persist → index → search → evolve) #424FluxForgeLab wants to merge 14 commits into
FluxForgeLab wants to merge 14 commits into
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Point at the sibling EverAlgo checkout until 0.8.0 is on PyPI; pass required Episode.summary.
Bind session and parent at the domain boundary so one generic extract can fan out per user sender.
One LLM call per memcell fans out to per-user daily logs so Search can consume decisions without a per-sender extractor.
Expose Decision on the read path so user search and get can retrieve instance decisions without treating Principle as a kind or calling arank.
...sters Keep decision clusters on kind=decision so principle synthesis later does not mix them into the user_memory episode track.
Reuse ProfileWriter for the single-file rewrite so principle stays meta memory without vector, BM25, or a product Kind.
Union every decision cluster into one principles.md per user, then attach those KV rows on search when include_principles is set.
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Summary
新增 Decision Memory Kind:把已做出的技术/架构取舍走完 EverOS 主链路。
Extract → Markdown(真相源)→ Cascade → LanceDB → Search/Get → Clustering / Principles / Reflection
Principle 是 Decision 聚类后的 Meta Memory(对标 Episode → Atomic Fact),不是第二种 Kind。
双仓
core 0.6.0/user-memory 0.8.0Decision/Principle类型;DecisionExtractor(一次 LLM,空列表合法);DecisionReflector(返回 Decision,不是 Principle);PrincipleExtractor(source_entry_ids→dc_*);example 08from_algofan-out;daily-logusers/<id>/decisions/(dc_);Lancedecision;OMEextract_decision;Cascade handler;Searchdata.decisions(HYBRID 用 rrf,不用 arank);Getmemory_type=decision;sqlitekind=decision聚类;principles.md+ Lance KV +include_principles;并列 Reflection(不改 Episode orchestrator);FakeLLM 闭环测试EverOS 暂 path-pin 本地 0.8.0。算法侧 没有 session/parent id;由 EverOS 注入。
app_id/project_id只走 writer/cascade。流程
DecisionExtractor每 MemCell 一次 LLM(owner_id=None)Decision.from_algo按 user sender 写多份 md(丢掉算法 owner/parent)decision(embed 正文;无 embedder 则 vector=None)data.decisions;kinds只有episode/decisionDecisionExtracted(source=pipeline)→ 聚类 →extract_principles写成一份principles.md(Search 用include_principlesKV,不是 HYBRID)reflect_decisions(默认关):合并仍是 Decision;旧条目deprecated_entries/deprecated_by;source=reflection不再聚类不变量
memory/extract/写 LLMPrinciple、无GetMemoryType.PRINCIPLE、kinds: ["principle"]→ 422ReflectionOrchestratorarankTest plan
data.decisions