+ 4Wj`Rt^RIHt^RIt^RIt^RIt]PPRR4t ]PPR]PPRR44t Rt R R lt R R lt R#) u4Auto-supersession — temporal versioning of memory. When a new durable fact UPDATES one already stored (a client's ticket size changed, a plan moved, a status flipped), we don't want two contradictory facts sitting side by side — the latest should win while the old is kept as history (queryable, never deleted). This asks the LOCAL model whether the new fact replaces one of the few most-similar existing facts and returns that fact's id (else None); the engine then calls /supersede instead of /remember. Free (local model). MEM_SUPERSEDE=0 disables. FALLBACK PATH ONLY: the memory service now owns dedup/supersede inside its own server-side write pipeline, so this client-side round-trip runs only when MEM_SERVER_PIPELINE=0 is set (see voice/memory_control.py fire_save). Kept importable for that escape hatch. ) annotationsN OLLAMA_URLzhttp://127.0.0.1:11434MEM_EXTRACT_MODEL LOCAL_MODELzqwen3:4b-instructuiA new fact about Ahmed just arrived. Decide if it is an UPDATE that REPLACES one of the existing facts below — i.e. it describes the SAME thing (same person/company and same attribute) but with a CHANGED or newer value or status. It is NOT a replacement if it is merely related, additional, or about something else — only say it replaces one when the new value genuinely supersedes the old. New fact: "{new}" Existing facts (id: text): {cands} If the new fact replaces exactly ONE existing fact, output ONLY that fact's id. If it replaces none, output exactly: NONE Output only the id or NONE — nothing else.c V^8dQhRRRR/#)promptstrreturn)formats"voice/memory_supersede.py __annotate__r*sc ^RIHpVP4'd>VPV\P P RVP4R^R7#\P!R\RRRR R R V/.R R ^//4P4p\PP\ R2VRR/R7p\PP#V^R7;_uu_4p\P$!VP'44pRRR4XP R4;'g/P R 4;'gRP)4# \dEL i;i +'giLd;i \dR#i;i)zJudge with DeepSeek V4 Flash (smart + cheap) if a key is set, else the local model. Judging supersession needs more nuance than qwen3:4b has.)deepseekMEM_JUDGE_MODEL)model max_tokenstimeoutrstreamFmessagesroleusercontentoptions temperaturez /api/chatz Content-Typezapplication/json)dataheaders)rNmessage)voicer availablechatosenvirongetFLASH ExceptionjsondumpsMODELencodeurllibrequestRequestOLLAMAurlopenloadsreadstrip)rrbodyreqros& r _askr:*sb "     ==bjjnn->O!, , zz UHe &&)V<=  q)   68 nn$$xy%9.<>P-Q%S ^^ # #C # 4 4 1668$A5y!''R,,Y7==2DDFF    5 4 sME"find_superseded..Ms!A5aT7)2ai[15s!#)newcands" ':) r%r&r'r5lenjoin_PROMPTr r:replacesplit) r<r=rHrLidslistingranstoks && r find_supersededrZDs zz~~os+s2B%%'H#))r) L)1eeDkQaeeFmQQ) LR PE 8}q! "EqT77EC "iiA5AAG ^^^ 8F v,C {{3$,,S#6>>sCHNNP :JQ  M #sE-EE4E")__doc__ __future__rr*r%urllib.requestr.r&r'r1r,rSr:rZr rr r^sg#   &> ? *zz~~m5HI K 0 4r