hASrSSKrSSKJr SSKJrJr SSKJr "SS5r\ S:Xa\ "S 5 \"5r \ "S 5H"r \ RS \ 3S \ S -S:gSS.5 M$ \ R5 \ "S\"\ R#S 5535 \ "S\"\ R%5535 \ "S5 gg)zu Consolidated Memory - Human-like memory that scales Recent: Detailed | Old: Summarized | Important: Never forgotten N)Path)datetime timedelta) defaultdictc^\rSrSrSrSrSrSrSrSr SSjr S r SS jr S r S rS rg)ConsolidatedMemory cN/Ul0Ul/UlUR5 g)N)recent_memoriesconsolidated_memoriesimportant_memories load_memoryselfs F/home/james-whalen/eden-agi-project/core/memory/consolidated_memory.py__init__ConsolidatedMemory.__init__ s&!%'""$ cH[S5nUR5(aq[US5n[R"U5nUR S/5UlUR S05UlUR S/5UlSSS5 gg!,(df  g=f)Ndata/consolidated_memory.jsonrrecent consolidated important) rexistsopenjsonloadgetr r r )rmem_filefdatas rrConsolidatedMemory.load_memorys78 ??  h$yy|'+xx"'=$-1XXnb-I**.((;*C' %$ $$s AB B!c[S5nURRSS9 [US5n[R "UR URURS.USS9 SSS5 g!,(df  g=f)NrT)exist_okw)rrr)indent) rparentmkdirrrdumpr r r )rr r!s r save_memoryConsolidatedMemory.save_memorysm78t, (C A II.. $ : :!44  ! s 9A33 BcSnURSS5(dUS- nSURSS5R5;aUS- nURS S 5nUS ;aUS- n[US 5$) z)Score how important this memory is (0-10)successTr' breakthroughtask task_typegeneral)error_recoveryself_improvementr )rlowermin)r experiencescorer5s rcalculate_importance'ConsolidatedMemory.calculate_importance$sv~~i.. QJE Z^^FB7==? ? QJENN; : > > QJE5"~rc[R"5R5US'URU5US'URR U5 [ UR5S:aQURRS5nUSS:aURR U5 OURU5 UR5 g)z%Add new experience with smart storage timestamp importancedrN) rnow isoformatr=r appendlenpopr _consolidate_old_memoryr,)rr;olds radd_experience!ConsolidatedMemory.add_experience5s"*,,.":":"< ;#'#<#? %%h/ 55 5 )#.!# 4D & &x 0,,X6 !# ::i ' ' K A % J 1 $ JJ{I6  i(A-( , 1 $ O $ + + 695!::i;-  7?+,r1(,,Q/2 %rc"URU*S$)zGet detailed recent memoriesN)r )rns r recall_recent ConsolidatedMemory.recall_recentms##QBC((rcUR$)z+Get memories that should never be forgotten)r rs rrecall_important#ConsolidatedMemory.recall_importantqs&&&rc[R"5[US9- nURS5nURR US5$)z'Get consolidated summary of a past week)weeksrNN)rrDrrYr r)r weeks_ago target_dater\s rget_weekly_summary%ConsolidatedMemory.get_weekly_summaryus@llnyy'AA ''1))--h==rc0[SURR555n[UR5[UR 5U[UR5[UR5U-[UR 5-S.$)z&How much is remembered vs consolidatedc3,# UH nUSv M g7f)rON).0weeks r 6ConsolidatedMemory.get_memory_stats..}s! ;  ;s)recent_detailedimportant_preservedconsolidated_experiencesconsolidated_weekstotal_experiences)sumr valuesrGr r )rtotal_consolidateds rget_memory_stats#ConsolidatedMemory.get_memory_stats{s ! 2299;!   #4#7#78#&t'>'>#?(:"%d&@&@"A!$T%9%9!:=O!ORUVZVmVmRn!n   rc[S5 [S5 [S5 UR5n[S5 [SUSS35 [SUS S35 [S US S US S35 [SUSS35 [S5 [S5 [S5 [S5 [S5 [S5 g)z*Show how memory stays manageable over timezG ======================================================================u*🧠 CONSOLIDATED MEMORY - SCALABLE DESIGNzF======================================================================u 📊 Current Memory Usage:z Recent (detailed): rsz experiencesz Important (preserved): rtz Consolidated (summary): ruu → rvz weeksz Total tracked: rwu 📈 Projected Scaling:zE After 1 year: ~52 weeks consolidated + 100 recent + ~50 importantzH After 10 years: ~520 weeks consolidated + 100 recent + ~500 importantz/ Storage growth: O(weeks) not O(experiences)!u- ✅ Memory stays fast and manageable foreverN)printr{)rstatss rdemonstrate_scaling&ConsolidatedMemory.demonstrate_scalings m :; f %%' ,. *51B+C*DLQR *51F+G*H UV +E2L,M+NeTYZnToSppvwx *51D+E*FlST )+ UW XZ ?A >@ f r)r r r N)r )r)__name__ __module__ __qualname____firstlineno__rrr,r=rKrIrardrjr{r__static_attributes__rnrrrr s; D"*!0F)'>  rr__main__zCONSOLIDATED MEMORY TESTzTask testr/ completed)r2r5r0rWu 💡 Recent memories: u🌟 Important memories: u$ ✅ CONSOLIDATED MEMORY OPERATIONAL)__doc__rpathlibrrr collectionsrrrr~r[rangeirKrrGrardrnrrrs (#TTl z $%  !F3ZA3K1uz"      $S)=)=a)@%A$B CD %c&*A*A*C&D%E FG 12)r