titles
sequencelengths
1
2
url
stringclasses
222 values
location
stringlengths
59
197
vector
sequencelengths
384
384
tag
stringclasses
8 values
text
stringlengths
1
961
sections
sequencelengths
1
3
id
int64
0
18.8k
[ "Explore - Qdrant", "Context search" ]
/documentation/concepts/explore/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(40)
[ -0.0028162840753793716, 0.04600208252668381, 0.03242453560233116, 0.06413580477237701, -0.0660071149468422, -0.07343345135450363, 0.11492646485567093, 0.059214998036623, 0.01834903471171856, -0.0051994649693369865, 0.015808872878551483, 0.030076848343014717, 0.02832612209022045, -0.006139584816992283, 0.06217656657099724, -0.005013688001781702, 0.07719750702381134, 0.028170503675937653, -0.14076054096221924, 0.0015052292728796601, -0.08911467343568802, 0.007512672338634729, -0.0009764041169546545, 0.012136907316744328, -0.021735144779086113, -0.04761788249015808, -0.0844845175743103, -0.0009363236022181809, 0.01160444226115942, -0.03399397432804108, -0.029299072921276093, 0.03148655965924263, 0.015298709273338318, -0.024958282709121704, 0.12432665377855301, -0.040736131370067596, -0.02780582755804062, 0.023363782092928886, -0.0021084733307361603, -0.0017874152399599552, -0.024203671142458916, -0.07267314940690994, 0.03191707655787468, 0.022709740325808525, 0.028068380430340767, -0.03462224826216698, 0.0074376598931849, 0.04379408061504364, 0.015822838991880417, 0.02878403291106224, -0.011732537299394608, -0.060935553163290024, 0.010804497636854649, -0.030719364061951637, 0.06934405863285065, 0.06219291687011719, -0.034690793603658676, 0.0033989136572927237, -0.006983282044529915, -0.028574705123901367, 0.04039908945560455, 0.0030032729264348745, -0.19093133509159088, 0.009345779195427895, 0.018701067194342613, 0.03913818299770355, 0.013399597257375717, 0.0680159404873848, -0.06097858026623726, 0.039497073739767075, -0.041400063782930374, 0.005080359522253275, 0.07416118681430817, 0.001825256971642375, 0.025085648521780968, 0.06624827533960342, 0.04052929952740669, -0.002188828308135271, 0.0480496846139431, 0.08463631570339203, -0.027608029544353485, -0.07041054219007492, -0.04465693235397339, 0.03819691389799118, 0.017178943380713463, 0.048065830022096634, 0.09285016357898712, 0.04232371971011162, 0.041783276945352554, -0.014832251705229282, -0.013420222327113152, -0.03965327888727188, 0.12106243520975113, 0.015145313926041126, -0.05471844971179962, 0.03994200751185417, 0.003524867119267583, -0.043745007365942, -0.0344153456389904, 0.22578753530979156, -0.0015332010807469487, 0.039218608289957047, 0.021245867013931274, -0.028634363785386086, 0.023878585547208786, -0.02537706308066845, -0.06541141122579575, 0.005083476658910513, 0.01129711139947176, -0.013540506362915039, -0.037376657128334045, -0.026271577924489975, 0.0026529463939368725, 0.01073438674211502, 0.044682275503873825, -0.07143276929855347, -0.007772257551550865, -0.024789631366729736, 0.014006555080413818, -0.03636258840560913, 0.037981003522872925, 0.046390555799007416, -0.025381211191415787, 0.01694292016327381, -0.07081510871648788, -0.1828465461730957, 0.011920773424208164, 2.1015342903916926e-33, -0.005027770530432463, 0.07623804360628128, -0.013454035855829716, -0.07432012259960175, 0.032625067979097366, 0.017554940655827522, -0.024297291412949562, -0.028567856177687645, -0.041406188160181046, 0.013584421947598457, 0.019670866429805756, 0.10413046926259995, 0.002124585909768939, -0.0072697182185947895, 0.03409598767757416, 0.03815680742263794, 0.024598050862550735, 0.01035545114427805, -0.04398602992296219, -0.0636267364025116, -0.04260943830013275, 0.024300547316670418, -0.012360607273876667, 0.10386752337217331, -0.020843803882598877, -0.04967714473605156, 0.019006898626685143, -0.059469085186719894, 0.01335129514336586, 0.01386475283652544, 0.01566314697265625, 0.05398879945278168, 0.0412905290722847, -0.007637619972229004, -0.019221972674131393, -0.033961355686187744, 0.07379067689180374, -0.07270069420337677, 0.01802174746990204, 0.06599016487598419, -0.03681578487157822, 0.015211396850645542, -0.06285767257213593, -0.04079410806298256, 0.0030167726799845695, 0.011900221928954124, -0.020638078451156616, -0.009735886007547379, -0.042639002203941345, -0.03668497875332832, 0.023088300600647926, 0.05251067131757736, -0.05187499523162842, -0.029777444899082184, -0.11252309381961823, 0.0053213657811284065, 0.0008744379156269133, 0.00916161760687828, 0.002307630842551589, -0.05392337217926979, -0.02439170517027378, 0.031233688816428185, -0.05829427391290665, 0.03306647390127182, -0.06605792045593262, -0.009970910847187042, 0.02751186676323414, -0.04220326617360115, -0.03768503665924072, 0.00004342784086475149, -0.046691976487636566, -0.02113897167146206, 0.1015033945441246, 0.0321517251431942, 0.014947114512324333, -0.07923194020986557, 0.011911689303815365, 0.025763459503650665, -0.006985918153077364, 0.04348386451601982, 0.0026364880613982677, -0.010463401675224304, 0.010788129642605782, 0.08681514859199524, 0.07496897131204605, -0.0053942203521728516, -0.025332748889923096, -0.12151079624891281, -0.033705901354551315, 0.017879964783787727, 0.06629616767168045, 0.016737591475248337, 0.017656609416007996, -0.004135447554290295, -0.06920723617076874, -1.6125416810900755e-33, -0.04934701323509216, 0.04101068899035454, -0.0662086009979248, 0.05167926475405693, -0.03343565762042999, 0.020621193572878838, 0.012369189411401749, 0.05111555755138397, 0.030741827562451363, 0.0872969925403595, -0.11862330883741379, -0.017066076397895813, 0.015015644952654839, 0.026227682828903198, 0.052359674125909805, 0.0492250919342041, -0.01979214698076248, -0.07626425474882126, -0.04186311364173889, 0.011694574728608131, -0.0224037766456604, 0.025761649012565613, -0.0242155734449625, 0.05623019486665726, -0.07521526515483856, 0.026470892131328583, 0.10498605668544769, -0.004161974880844355, -0.053711701184511185, 0.10592189431190491, 0.049373384565114975, -0.044020626693964005, -0.14323218166828156, -0.019079964607954025, -0.04194178804755211, -0.009825208224356174, -0.01703749969601631, 0.06511615961790085, -0.03317760303616524, -0.08544453978538513, -0.039348240941762924, -0.02855108119547367, -0.07129771262407303, 0.1392277628183365, 0.040254633873701096, -0.008290658704936504, -0.006371720228344202, 0.030581152066588402, 0.06122860684990883, -0.014353255741298199, -0.016328316181898117, -0.003139014123007655, -0.015022884123027325, -0.061123643070459366, -0.03702748939394951, -0.07200677692890167, 0.003742127912119031, 0.004596765618771315, 0.0036210829857736826, -0.061501674354076385, 0.019345367327332497, -0.00229716207832098, 0.044705312699079514, -0.006555902771651745, -0.04116439446806908, -0.0290474034845829, -0.0027167759835720062, 0.0018325233832001686, -0.024631202220916748, 0.023715177550911903, 0.10594911873340607, 0.011112913489341736, -0.10674554109573364, -0.00011966389138251543, -0.009071269072592258, 0.011695662513375282, -0.05962911248207092, 0.04200298711657524, -0.02793119102716446, 0.022800631821155548, -0.021794063970446587, -0.09274963289499283, -0.001819517812691629, -0.00011427083518356085, -0.06070512905716896, -0.0681689903140068, 0.007376641035079956, 0.03394722566008568, -0.03632109984755516, -0.04566105082631111, -0.0265768151730299, 0.029489262029528618, 0.03877284750342369, 0.0020998825784772635, -0.04524374008178711, -2.1099648250810787e-8, 0.01246482040733099, 0.03345591947436333, 0.011291563510894775, 0.09411520510911942, 0.0003732711775228381, 0.01337472628802061, 0.06070972979068756, 0.0230258759111166, -0.006349251605570316, 0.04923789203166962, 0.11208528280258179, 0.014221684075891972, -0.02243897132575512, 0.027974475175142288, 0.04670006036758423, -0.016592873260378838, -0.005846980959177017, 0.0023797068279236555, -0.07295677810907364, -0.006766309961676598, 0.007262448314577341, -0.006616000086069107, 0.07211033254861832, -0.10017900168895721, -0.022776175290346146, 0.029439151287078857, 0.023426122963428497, 0.18031030893325806, 0.05404699593782425, 0.0038171117193996906, 0.06041242927312851, 0.08550440520048141, 0.008297289721667767, 0.009817956946790218, 0.03171894699335098, 0.010245437733829021, -0.0649082288146019, 0.04773160070180893, 0.07310820370912552, -0.011048216372728348, -0.026312313973903656, 0.015175552107393742, -0.0014449777081608772, -0.07957211136817932, -0.010596327483654022, -0.01333625614643097, -0.025931842625141144, 0.10284574329853058, -0.021022282540798187, -0.05339023098349571, 0.000625961518380791, 0.11113441735506058, 0.057641200721263885, 0.04575631767511368, 0.07756610959768295, -0.04065416008234024, 0.06336906552314758, 0.06969878077507019, -0.07718126475811005, 0.08207860589027405, 0.07094471156597137, -0.08038312941789627, -0.03087594173848629, -0.023567374795675278 ]
p
$$
[ "documentation", "documentation/concepts", "documentation/concepts/explore" ]
7,000
[ "Explore - Qdrant", "Context search" ]
/documentation/concepts/explore/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(40)
[ 0.05739787966012955, 0.0771348774433136, -0.046567607671022415, -0.05271374061703682, 0.056607626378536224, 0.08698386698961258, 0.052172522991895676, 0.06096440553665161, 0.01727299764752388, -0.017193978652358055, 0.000010108810784004163, -0.06308406591415405, 0.07994973659515381, 0.00281991227529943, -0.04531196877360344, -0.00821113120764494, 0.09389646351337433, 0.0357220359146595, -0.02820434980094433, 0.026837851852178574, 0.023161865770816803, 0.06666753441095352, -0.012937236577272415, -0.059942252933979034, 0.13576535880565643, 0.020660515874624252, -0.0921783447265625, 0.0865950807929039, 0.10775306820869446, 0.08951957523822784, 0.03603336960077286, 0.05101822316646576, 0.14675848186016083, 0.039856262505054474, -0.03135882690548897, 0.015612427145242691, -0.0740310549736023, 0.025031328201293945, -0.022519640624523163, 0.0956423208117485, -0.00602763332426548, 0.06336106359958649, 0.04585403949022293, 0.026291916146874428, -0.010509535670280457, 0.030893296003341675, -0.04062739387154579, -0.015090413391590118, 0.0215956661850214, -0.041037119925022125, -0.0277544055134058, 0.07588201761245728, -0.07074032723903656, -0.09319016337394714, -0.06740210205316544, 0.04106496274471283, 0.015013761818408966, -0.039951909333467484, -0.02752700075507164, -0.037436727434396744, 0.07337502390146255, -0.10774565488100052, -0.015657993033528328, 0.006214973051100969, 0.06998517364263535, 0.01942707970738411, 0.014116887003183365, -0.022350488230586052, -0.05781538784503937, 0.06543248146772385, -0.018567731603980064, -0.00041116890497505665, -0.024173717945814133, 0.0629642978310585, 0.026384372264146805, 0.010356510989367962, -0.00036152242682874203, -0.021845823153853416, 0.09205110371112823, 0.018632549792528152, 0.02150384709239006, -0.04367141053080559, -0.07709100097417831, 0.0010530021972954273, 0.017516277730464935, -0.00006689847214147449, 0.054884571582078934, -0.013646470382809639, 0.08964340388774872, 0.07311397045850754, -0.079180046916008, -0.07248623669147491, -0.02759835496544838, 0.04521840810775757, 0.011161996982991695, -0.012510842643678188, -0.09677770733833313, -0.009673310443758965, 0.0393429771065712, 0.06713753938674927, -0.0476788654923439, -0.07493483275175095, -0.01621934212744236, -0.035711001604795456, 0.019265279173851013, 0.05838727578520775, 0.021036913618445396, 0.037286289036273956, -0.06917664408683777, -0.07608699798583984, 0.0461273230612278, 0.04279855266213417, 0.031150244176387787, -0.011214395985007286, -0.0116362189874053, -0.00748320110142231, 0.08073796331882477, 0.04704706743359566, 0.04754708707332611, 0.031520117074251175, 0.0040758466348052025, -0.03544998541474342, -0.06422339379787445, -0.03615867719054222, -0.11932667344808578, -0.037662528455257416, 0.023847591131925583, 4.1674165718069146e-33, -0.05356062203645706, -0.03927744925022125, 0.053617894649505615, -0.03414281830191612, -0.03260901942849159, 0.07458029687404633, -0.09408457577228546, -0.014879590831696987, -0.03103739395737648, 0.01756984367966652, -0.029716933146119118, 0.01918601244688034, -0.042298607528209686, 0.005032059736549854, 0.035560451447963715, -0.012026381678879261, 0.0444493405520916, -0.011868960224092007, -0.004970762878656387, -0.07737962901592255, 0.02486039139330387, -0.1260112226009369, 0.005292291287332773, -0.09990020096302032, -0.014975626952946186, -0.04037712141871452, 0.03288622945547104, -0.12136861681938171, -0.06285520642995834, -0.01907285302877426, -0.05728424713015556, -0.009544318541884422, 0.015372630208730698, -0.017398521304130554, 0.06553415209054947, 0.03135209158062935, 0.04075373709201813, 0.036944516003131866, 0.051368631422519684, 0.006290126591920853, -0.06186237931251526, 0.0913686603307724, 0.020616143941879272, -0.07412678748369217, -0.1105433851480484, 0.03265398368239403, 0.005240747705101967, 0.08388174325227737, -0.03068988025188446, 0.050382763147354126, -0.06646035611629486, -0.010144841857254505, -0.025804150849580765, 0.006450978573411703, -0.060340967029333115, 0.031663864850997925, 0.014521350152790546, 0.023487234488129616, -0.0010779539588838816, -0.011735455133020878, -0.0670534297823906, -0.005561957135796547, 0.04429062083363533, 0.0149002680554986, 0.06137538701295853, 0.06109871715307236, -0.0880042240023613, -0.031747967004776, 0.09338857978582382, -0.04358784481883049, -0.028697561472654343, 0.07754047214984894, -0.005022808443754911, -0.031524062156677246, 0.029169069603085518, -0.007806964218616486, 0.020892467349767685, 0.01635522022843361, -0.02939707413315773, -0.0009460066212341189, -0.0724528357386589, 0.0549706406891346, -0.029838232323527336, -0.13383570313453674, 0.012969383969902992, 0.019580205902457237, -0.03140662610530853, -0.06750829517841339, -0.08104980736970901, -0.08573420345783234, -0.07729413360357285, -0.06451716274023056, -0.04830311983823776, 0.01277525071054697, -0.050661034882068634, -4.778053560964445e-33, -0.08697943389415741, -0.01650124415755272, -0.01444629393517971, 0.0033625976648181677, 0.03891127556562424, 0.035793326795101166, 0.06573104113340378, 0.006495062727481127, -0.05986809358000755, 0.08681926131248474, 0.007666535209864378, -0.03391881287097931, -0.025443313643336296, -0.023089125752449036, 0.013268804177641869, 0.020557668060064316, -0.01065823994576931, -0.019796721637248993, 0.012213741429150105, -0.03954705595970154, 0.007775496691465378, 0.10781563073396683, -0.030808208510279655, 0.06282347440719604, 0.0011586238397285342, -0.08162961900234222, -0.07722336053848267, -0.018411528319120407, -0.07948683947324753, -0.009534227661788464, 0.06476156413555145, -0.04409646987915039, -0.023857902735471725, 0.06195976585149765, -0.026375027373433113, -0.00787376333028078, 0.009977547451853752, -0.06647120416164398, -0.05249709263443947, 0.04584246873855591, 0.09407709538936615, 0.0433560386300087, -0.022500503808259964, -0.03200641646981239, -0.008824761025607586, 0.07211892306804657, 0.00500564044341445, -0.09464994817972183, -0.0009907734347507358, -0.05628327652812004, -0.09621822088956833, -0.04179037734866142, -0.04676204174757004, 0.06617237627506256, -0.057414162904024124, -0.00824728049337864, -0.01389661617577076, -0.006286682095378637, 0.03275994956493378, -0.08053522557020187, 0.020772865042090416, 0.026121707633137703, -0.0698644295334816, 0.02232142724096775, 0.10382802039384842, -0.004548273049294949, -0.009848838672041893, -0.05283474177122116, 0.053275756537914276, -0.027554431930184364, 0.034802500158548355, 0.07020300626754761, 0.04245487600564957, -0.011420441791415215, -0.07423390448093414, 0.007496149744838476, 0.03359178081154823, 0.018040115013718605, -0.00824655406177044, -0.04423687607049942, -0.004755046218633652, -0.007084654178470373, 0.047462280839681625, 0.03273395076394081, 0.02052854560315609, 0.05298500508069992, 0.030402494594454765, 0.07141236960887909, 0.03271431103348732, 0.08886300027370453, -0.09520323574542999, 0.03137747570872307, 0.019406406208872795, -0.025474362075328827, -0.022185105830430984, -3.4956492811488715e-8, -0.07108119130134583, -0.04073568806052208, -0.10999403148889542, 0.01845383644104004, -0.001307878759689629, 0.04434443265199661, 0.0020620739087462425, -0.04505124315619469, -0.0312640480697155, -0.009977934882044792, 0.031214755028486252, -0.0975978747010231, -0.07203922420740128, -0.01135956309735775, -0.01748957298696041, 0.05372852459549904, -0.0313851498067379, 0.11731185019016266, 0.0340857096016407, 0.019134949892759323, 0.08079372346401215, 0.02283746376633644, 0.004585591144859791, 0.02657044120132923, -0.021716389805078506, 0.020034365355968475, 0.020960351452231407, 0.021662026643753052, 0.0704013854265213, -0.0499679297208786, 0.016609184443950653, 0.044135771691799164, -0.03166039660573006, 0.019190501421689987, -0.0727635845541954, 0.08589112758636475, -0.015190916135907173, 0.06384993344545364, 0.009235459379851818, 0.07104726880788803, -0.04919227957725525, 0.0057688490487635136, -0.011664819903671741, -0.02195020578801632, 0.05456741899251938, 0.10443614423274994, 0.02505154348909855, 0.007188879419118166, -0.004876667633652687, -0.032917704433202744, 0.07217440009117126, -0.011067172512412071, -0.0509512759745121, 0.05015856772661209, 0.041848693042993546, -0.06684453785419464, 0.011077722534537315, -0.0015162614872679114, -0.018122900277376175, -0.021352265030145645, -0.05058617889881134, 0.029794219881296158, -0.03913819044828415, -0.052894506603479385 ]
p
\text{context score} = \sum \min(s(v^+_i) - s(v^-_i), 0.0)
[ "documentation", "documentation/concepts", "documentation/concepts/explore" ]
7,001
[ "Explore - Qdrant", "Context search" ]
/documentation/concepts/explore/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(40)
[ -0.0028162840753793716, 0.04600208252668381, 0.03242453560233116, 0.06413580477237701, -0.0660071149468422, -0.07343345135450363, 0.11492646485567093, 0.059214998036623, 0.01834903471171856, -0.0051994649693369865, 0.015808872878551483, 0.030076848343014717, 0.02832612209022045, -0.006139584816992283, 0.06217656657099724, -0.005013688001781702, 0.07719750702381134, 0.028170503675937653, -0.14076054096221924, 0.0015052292728796601, -0.08911467343568802, 0.007512672338634729, -0.0009764041169546545, 0.012136907316744328, -0.021735144779086113, -0.04761788249015808, -0.0844845175743103, -0.0009363236022181809, 0.01160444226115942, -0.03399397432804108, -0.029299072921276093, 0.03148655965924263, 0.015298709273338318, -0.024958282709121704, 0.12432665377855301, -0.040736131370067596, -0.02780582755804062, 0.023363782092928886, -0.0021084733307361603, -0.0017874152399599552, -0.024203671142458916, -0.07267314940690994, 0.03191707655787468, 0.022709740325808525, 0.028068380430340767, -0.03462224826216698, 0.0074376598931849, 0.04379408061504364, 0.015822838991880417, 0.02878403291106224, -0.011732537299394608, -0.060935553163290024, 0.010804497636854649, -0.030719364061951637, 0.06934405863285065, 0.06219291687011719, -0.034690793603658676, 0.0033989136572927237, -0.006983282044529915, -0.028574705123901367, 0.04039908945560455, 0.0030032729264348745, -0.19093133509159088, 0.009345779195427895, 0.018701067194342613, 0.03913818299770355, 0.013399597257375717, 0.0680159404873848, -0.06097858026623726, 0.039497073739767075, -0.041400063782930374, 0.005080359522253275, 0.07416118681430817, 0.001825256971642375, 0.025085648521780968, 0.06624827533960342, 0.04052929952740669, -0.002188828308135271, 0.0480496846139431, 0.08463631570339203, -0.027608029544353485, -0.07041054219007492, -0.04465693235397339, 0.03819691389799118, 0.017178943380713463, 0.048065830022096634, 0.09285016357898712, 0.04232371971011162, 0.041783276945352554, -0.014832251705229282, -0.013420222327113152, -0.03965327888727188, 0.12106243520975113, 0.015145313926041126, -0.05471844971179962, 0.03994200751185417, 0.003524867119267583, -0.043745007365942, -0.0344153456389904, 0.22578753530979156, -0.0015332010807469487, 0.039218608289957047, 0.021245867013931274, -0.028634363785386086, 0.023878585547208786, -0.02537706308066845, -0.06541141122579575, 0.005083476658910513, 0.01129711139947176, -0.013540506362915039, -0.037376657128334045, -0.026271577924489975, 0.0026529463939368725, 0.01073438674211502, 0.044682275503873825, -0.07143276929855347, -0.007772257551550865, -0.024789631366729736, 0.014006555080413818, -0.03636258840560913, 0.037981003522872925, 0.046390555799007416, -0.025381211191415787, 0.01694292016327381, -0.07081510871648788, -0.1828465461730957, 0.011920773424208164, 2.1015342903916926e-33, -0.005027770530432463, 0.07623804360628128, -0.013454035855829716, -0.07432012259960175, 0.032625067979097366, 0.017554940655827522, -0.024297291412949562, -0.028567856177687645, -0.041406188160181046, 0.013584421947598457, 0.019670866429805756, 0.10413046926259995, 0.002124585909768939, -0.0072697182185947895, 0.03409598767757416, 0.03815680742263794, 0.024598050862550735, 0.01035545114427805, -0.04398602992296219, -0.0636267364025116, -0.04260943830013275, 0.024300547316670418, -0.012360607273876667, 0.10386752337217331, -0.020843803882598877, -0.04967714473605156, 0.019006898626685143, -0.059469085186719894, 0.01335129514336586, 0.01386475283652544, 0.01566314697265625, 0.05398879945278168, 0.0412905290722847, -0.007637619972229004, -0.019221972674131393, -0.033961355686187744, 0.07379067689180374, -0.07270069420337677, 0.01802174746990204, 0.06599016487598419, -0.03681578487157822, 0.015211396850645542, -0.06285767257213593, -0.04079410806298256, 0.0030167726799845695, 0.011900221928954124, -0.020638078451156616, -0.009735886007547379, -0.042639002203941345, -0.03668497875332832, 0.023088300600647926, 0.05251067131757736, -0.05187499523162842, -0.029777444899082184, -0.11252309381961823, 0.0053213657811284065, 0.0008744379156269133, 0.00916161760687828, 0.002307630842551589, -0.05392337217926979, -0.02439170517027378, 0.031233688816428185, -0.05829427391290665, 0.03306647390127182, -0.06605792045593262, -0.009970910847187042, 0.02751186676323414, -0.04220326617360115, -0.03768503665924072, 0.00004342784086475149, -0.046691976487636566, -0.02113897167146206, 0.1015033945441246, 0.0321517251431942, 0.014947114512324333, -0.07923194020986557, 0.011911689303815365, 0.025763459503650665, -0.006985918153077364, 0.04348386451601982, 0.0026364880613982677, -0.010463401675224304, 0.010788129642605782, 0.08681514859199524, 0.07496897131204605, -0.0053942203521728516, -0.025332748889923096, -0.12151079624891281, -0.033705901354551315, 0.017879964783787727, 0.06629616767168045, 0.016737591475248337, 0.017656609416007996, -0.004135447554290295, -0.06920723617076874, -1.6125416810900755e-33, -0.04934701323509216, 0.04101068899035454, -0.0662086009979248, 0.05167926475405693, -0.03343565762042999, 0.020621193572878838, 0.012369189411401749, 0.05111555755138397, 0.030741827562451363, 0.0872969925403595, -0.11862330883741379, -0.017066076397895813, 0.015015644952654839, 0.026227682828903198, 0.052359674125909805, 0.0492250919342041, -0.01979214698076248, -0.07626425474882126, -0.04186311364173889, 0.011694574728608131, -0.0224037766456604, 0.025761649012565613, -0.0242155734449625, 0.05623019486665726, -0.07521526515483856, 0.026470892131328583, 0.10498605668544769, -0.004161974880844355, -0.053711701184511185, 0.10592189431190491, 0.049373384565114975, -0.044020626693964005, -0.14323218166828156, -0.019079964607954025, -0.04194178804755211, -0.009825208224356174, -0.01703749969601631, 0.06511615961790085, -0.03317760303616524, -0.08544453978538513, -0.039348240941762924, -0.02855108119547367, -0.07129771262407303, 0.1392277628183365, 0.040254633873701096, -0.008290658704936504, -0.006371720228344202, 0.030581152066588402, 0.06122860684990883, -0.014353255741298199, -0.016328316181898117, -0.003139014123007655, -0.015022884123027325, -0.061123643070459366, -0.03702748939394951, -0.07200677692890167, 0.003742127912119031, 0.004596765618771315, 0.0036210829857736826, -0.061501674354076385, 0.019345367327332497, -0.00229716207832098, 0.044705312699079514, -0.006555902771651745, -0.04116439446806908, -0.0290474034845829, -0.0027167759835720062, 0.0018325233832001686, -0.024631202220916748, 0.023715177550911903, 0.10594911873340607, 0.011112913489341736, -0.10674554109573364, -0.00011966389138251543, -0.009071269072592258, 0.011695662513375282, -0.05962911248207092, 0.04200298711657524, -0.02793119102716446, 0.022800631821155548, -0.021794063970446587, -0.09274963289499283, -0.001819517812691629, -0.00011427083518356085, -0.06070512905716896, -0.0681689903140068, 0.007376641035079956, 0.03394722566008568, -0.03632109984755516, -0.04566105082631111, -0.0265768151730299, 0.029489262029528618, 0.03877284750342369, 0.0020998825784772635, -0.04524374008178711, -2.1099648250810787e-8, 0.01246482040733099, 0.03345591947436333, 0.011291563510894775, 0.09411520510911942, 0.0003732711775228381, 0.01337472628802061, 0.06070972979068756, 0.0230258759111166, -0.006349251605570316, 0.04923789203166962, 0.11208528280258179, 0.014221684075891972, -0.02243897132575512, 0.027974475175142288, 0.04670006036758423, -0.016592873260378838, -0.005846980959177017, 0.0023797068279236555, -0.07295677810907364, -0.006766309961676598, 0.007262448314577341, -0.006616000086069107, 0.07211033254861832, -0.10017900168895721, -0.022776175290346146, 0.029439151287078857, 0.023426122963428497, 0.18031030893325806, 0.05404699593782425, 0.0038171117193996906, 0.06041242927312851, 0.08550440520048141, 0.008297289721667767, 0.009817956946790218, 0.03171894699335098, 0.010245437733829021, -0.0649082288146019, 0.04773160070180893, 0.07310820370912552, -0.011048216372728348, -0.026312313973903656, 0.015175552107393742, -0.0014449777081608772, -0.07957211136817932, -0.010596327483654022, -0.01333625614643097, -0.025931842625141144, 0.10284574329853058, -0.021022282540798187, -0.05339023098349571, 0.000625961518380791, 0.11113441735506058, 0.057641200721263885, 0.04575631767511368, 0.07756610959768295, -0.04065416008234024, 0.06336906552314758, 0.06969878077507019, -0.07718126475811005, 0.08207860589027405, 0.07094471156597137, -0.08038312941789627, -0.03087594173848629, -0.023567374795675278 ]
p
$$
[ "documentation", "documentation/concepts", "documentation/concepts/explore" ]
7,002
[ "Explore - Qdrant", "Context search" ]
/documentation/concepts/explore/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(41)
[ -0.02868049591779709, 0.019762221723794937, -0.06747742742300034, -0.08569545298814774, -0.001752396347001195, 0.09424692392349243, -0.03540996462106705, -0.04215187579393387, 0.0360620841383934, -0.011647721752524376, 0.04643014445900917, 0.033124011009931564, 0.05475998669862747, 0.05363694205880165, -0.06365862488746643, -0.021229950711131096, 0.051799021661281586, 0.04801640659570694, 0.0036579763982445, 0.10286177694797516, 0.03628914803266525, -0.02675248682498932, -0.08009688556194305, 0.010915176942944527, 0.06180333346128464, -0.02813049405813217, -0.03442135080695152, 0.04825185611844063, 0.03411301597952843, -0.0038858994375914335, 0.029645266011357307, 0.013534454628825188, 0.056259285658597946, 0.06285151839256287, -0.06043257191777229, 0.007547642104327679, -0.032729677855968475, 0.10883885622024536, 0.034342970699071884, 0.05287039652466774, -0.02300320379436016, -0.003967512398958206, -0.02287428267300129, 0.010494841262698174, -0.06772225350141525, 0.0321626216173172, -0.011477934196591377, 0.004745689686387777, -0.01476961001753807, -0.038841720670461655, 0.014019007794559002, 0.05000171810388565, -0.11497221887111664, -0.010333098471164703, -0.008185912854969501, 0.03309566155076027, -0.01905587874352932, -0.0027945046313107014, -0.04240298643708229, -0.03974629193544388, 0.10350363701581955, -0.0781201645731926, 0.0035380187910050154, -0.044495563954114914, 0.06018567830324173, 0.01247201394289732, 0.003678861539810896, 0.024753600358963013, -0.02316891774535179, 0.09250331670045853, -0.036374352872371674, 0.03742123022675514, -0.08323096483945847, 0.03608764708042145, -0.04725654795765877, 0.07270068675279617, 0.02259823866188526, 0.012293072417378426, 0.01162769552320242, -0.00723837548866868, -0.05071459338068962, -0.0015313982730731368, -0.07805389910936356, 0.056856073439121246, 0.05886475741863251, 0.04150177165865898, -0.011913426220417023, -0.04130232334136963, 0.07442302256822586, 0.0024542987812310457, -0.10490003228187561, -0.03183269873261452, 0.015680888667702675, -0.08382104337215424, 0.028406897559762, -0.05204470083117485, -0.029123593121767044, 0.025655189529061317, 0.05302976071834564, 0.027110852301120758, -0.006109981797635555, -0.015581757761538029, 0.022287709638476372, -0.05097478628158569, 0.10997749119997025, 0.05999687314033508, -0.04166249558329582, -0.07673850655555725, -0.0013725038152188063, -0.14283646643161774, -0.006345051806420088, -0.01630692556500435, 0.03264573961496353, 0.01962130516767502, 0.027513300999999046, -0.0318620540201664, 0.04827442392706871, 0.0918627679347992, 0.024939073249697685, -0.04708171263337135, 0.011682179756462574, -0.046714600175619125, -0.05960478261113167, 0.017985781654715538, -0.044094666838645935, -0.02928858809173107, -0.005910765845328569, 4.106325946723688e-34, -0.020217347890138626, 0.02759469859302044, 0.020028624683618546, -0.07048365473747253, 0.01195200253278017, -0.02745186723768711, -0.10605795681476593, 0.010559497401118279, -0.03443502262234688, 0.05592970922589302, -0.08010382205247879, 0.08468644320964813, 0.06171374022960663, 0.041175052523612976, -0.03566282242536545, 0.014994052238762379, 0.013580785132944584, -0.08761168271303177, -0.042280226945877075, -0.16380812227725983, 0.016114868223667145, 0.009148335084319115, -0.030478673055768013, -0.027464227750897408, 0.005181506276130676, -0.14654956758022308, 0.03630881756544113, -0.10279586166143417, -0.018252279609441757, -0.03279101103544235, -0.024021536111831665, 0.07558485120534897, 0.06120457500219345, 0.02308427169919014, 0.0767655298113823, 0.07488584518432617, -0.022449731826782227, -0.018060734495520592, 0.021191587671637535, 0.04373915120959282, 0.037693630903959274, 0.07637583464384079, -0.02769460901618004, -0.03102307952940464, 0.01893225684762001, 0.03055349923670292, 0.05046974867582321, 0.033532049506902695, -0.03484731540083885, -0.06894412636756897, -0.05975496023893356, -0.03677891939878464, -0.07963915914297104, 0.00625606207177043, -0.062303297221660614, 0.011966721154749393, 0.045300472527742386, 0.08600015193223953, -0.05230868607759476, 0.0615934357047081, -0.06672272831201553, 0.012645521201193333, 0.050076473504304886, -0.08330314606428146, -0.028001446276903152, -0.0344545803964138, -0.08537629246711731, -0.06285122036933899, 0.08703985810279846, 0.035978540778160095, 0.025270458310842514, 0.15514148771762848, -0.04309619218111038, -0.09058341383934021, 0.01576004922389984, -0.0048529282212257385, -0.07591460645198822, -0.06475377082824707, -0.027901848778128624, 0.008148269727826118, -0.15200313925743103, 0.013514657504856586, -0.0587732307612896, -0.09833517670631409, -0.07052420824766159, -0.052288904786109924, -0.015950482338666916, -0.1172579750418663, -0.017981596291065216, -0.0008479345124214888, -0.028750833123922348, 0.014064477756619453, 0.004225448239594698, -0.018075063824653625, 0.041246168315410614, -2.003541775229285e-33, -0.12410900741815567, -0.026960834860801697, 0.0069058057852089405, 0.0747479796409607, 0.001168214250355959, 0.0438828282058239, 0.05922036990523338, -0.012356692925095558, -0.08779823780059814, 0.08398734778165817, 0.026822105050086975, -0.036026351153850555, -0.018080346286296844, -0.06914860755205154, 0.023688755929470062, 0.05642317607998848, 0.055414747446775436, 0.01886134408414364, 0.06273847073316574, -0.04686081036925316, 0.011193692684173584, 0.11996500939130783, 0.007609446533024311, 0.026392852887511253, -0.011060288175940514, -0.014532769098877907, 0.020167818292975426, -0.012736138887703419, -0.031987495720386505, 0.037051282823085785, 0.06694121658802032, 0.008906351402401924, -0.04019709676504135, 0.02655951865017414, -0.02642739564180374, 0.022490570321679115, -0.006036771461367607, 0.0014734056312590837, -0.009562122635543346, -0.056676965206861496, -0.025708507746458054, 0.027986962348222733, 0.07309902459383011, 0.08047378063201904, 0.045148689299821854, -0.05303918197751045, -0.03929738327860832, -0.03237662464380264, 0.049241844564676285, -0.09615111351013184, -0.03491073101758957, -0.03556206822395325, -0.049540337175130844, 0.02849743515253067, 0.00024660289636813104, -0.008420600555837154, -0.021218394860625267, 0.06750623136758804, 0.036380548030138016, 0.014514955691993237, -0.0066291517578065395, 0.004581379238516092, -0.023740394040942192, 0.014208718203008175, 0.05456744506955147, -0.037281494587659836, 0.0005535819800570607, -0.021687179803848267, 0.06862353533506393, -0.03931553661823273, 0.013422230258584023, 0.012483511120080948, -0.010447084903717041, -0.014605703763663769, -0.0792769268155098, -0.06943009048700333, 0.023378295823931694, 0.04771541431546211, -0.030440106987953186, 0.00872227642685175, -0.01764759235084057, 0.0032598203979432583, 0.056108258664608, 0.034176383167505264, -0.06017328426241875, 0.07281585037708282, -0.021514302119612694, 0.07658503204584122, 0.04352863132953644, 0.07659932225942612, -0.006070659961551428, 0.016584230586886406, 0.020242610946297646, -0.04053661599755287, 0.03873186931014061, -3.0139041484744666e-8, 0.029482809826731682, -0.06345942616462708, -0.004657696466892958, -0.04085114598274231, -0.006903477478772402, -0.02570352703332901, 0.09888872504234314, 0.06361651420593262, -0.043975748121738434, 0.010716852732002735, -0.022948132827878, 0.06340254843235016, -0.02239867113530636, -0.002865857444703579, 0.04937005043029785, 0.02303813211619854, -0.008172327652573586, 0.0270189568400383, 0.016406703740358353, 0.03972221538424492, -0.02375209890305996, -0.018865523859858513, -0.019660213962197304, 0.0558004304766655, -0.015814729034900665, 0.01905929110944271, 0.027005866169929504, -0.0567360445857048, 0.07611081749200821, -0.010168085806071758, 0.07407063245773315, 0.06791914254426956, 0.02743356116116047, -0.04054607078433037, 0.013571439310908318, 0.03472698852419853, -0.07795387506484985, 0.06885507702827454, 0.04723493754863739, 0.04154746234416962, 0.0012858865084126592, -0.010693619027733803, 0.03397684171795845, 0.008741980418562889, 0.13475093245506287, 0.07262466847896576, 0.11330857127904892, -0.03064957819879055, -0.06775297969579697, -0.0010383828775957227, 0.02892105095088482, 0.03415657952427864, 0.0004844172508455813, 0.010803095065057278, -0.042777396738529205, -0.052105605602264404, -0.017847059294581413, -0.0549672394990921, 0.10203701257705688, -0.09726815670728683, 0.0713714063167572, -0.040995027869939804, 0.018583938479423523, -0.002383830025792122 ]
p
Where $v^+_i$ and $v^-_i$ are the positive and negative examples of each pair, and $s(v)$ is the similarity function.
[ "documentation", "documentation/concepts", "documentation/concepts/explore" ]
7,003
[ "Explore - Qdrant", "Context search" ]
/documentation/concepts/explore/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(42)
[ -0.016355641186237335, 0.00762534886598587, -0.009050583466887474, 0.0035829832777380943, 0.058938127011060715, -0.012950923293828964, -0.01973547600209713, -0.02662811428308487, 0.07600216567516327, -0.0654485896229744, 0.026526523754000664, -0.010834446176886559, 0.09623891115188599, -0.017645739018917084, -0.004802597686648369, -0.03898560628294945, 0.04385346174240112, -0.08894581347703934, -0.011117594316601753, -0.037156447768211365, 0.06408596783876419, 0.04752334579825401, -0.00615266989916563, -0.034111376851797104, -0.033968258649110794, -0.05275243520736694, -0.0025465362705290318, -0.017731275409460068, 0.041034847497940063, -0.03843984007835388, -0.006309001240879297, 0.046052489429712296, -0.016405465081334114, 0.07982758432626724, 0.06818380951881409, 0.00830872543156147, -0.08309924602508545, 0.05833592638373375, 0.007535935379564762, 0.03678940609097481, -0.0276963971555233, 0.09465644508600235, 0.042048364877700806, 0.006565466057509184, 0.0006637910264544189, -0.03600652515888214, -0.08830814808607101, -0.014050829224288464, 0.06120980530977249, -0.11447466909885406, -0.05119471251964569, 0.08935455232858658, -0.042924731969833374, -0.019442221149802208, 0.014751113951206207, -0.02335195243358612, -0.03755588084459305, -0.0625029131770134, -0.01721428707242012, -0.05222160369157791, 0.08726409077644348, -0.03646247461438179, -0.004213226959109306, -0.0998929962515831, 0.12674663960933685, -0.12221621721982956, 0.015413365326821804, -0.044099945574998856, -0.004900352563709021, 0.042541664093732834, -0.02129807323217392, 0.007813607342541218, -0.01791742630302906, 0.023680580779910088, 0.09547428786754608, 0.07280105352401733, 0.001905885641463101, -0.03396092355251312, 0.02279733680188656, 0.048717886209487915, -0.021109165623784065, -0.055405836552381516, -0.009742757305502892, 0.022221582010388374, 0.04042546823620796, -0.07787716388702393, -0.04102858528494835, -0.0945754200220108, 0.1680029034614563, 0.04396994411945343, 0.009258787147700787, -0.016909506171941757, -0.09635048359632492, -0.0520598404109478, 0.028480229899287224, 0.000707691942807287, 0.05047139152884483, 0.03877205774188042, 0.057645004242658615, 0.03291456773877144, 0.009329933673143387, 0.08567891269922256, 0.08959924429655075, -0.07973357290029526, -0.000037360274291131645, 0.003948688972741365, -0.00752302585169673, -0.010573582723736763, 0.012383164837956429, -0.11683261394500732, -0.023251309990882874, -0.06629350036382675, 0.07418522983789444, -0.04245349392294884, 0.014053788036108017, -0.06764525175094604, 0.04027555137872696, 0.014403264038264751, -0.07553522288799286, 0.05422067642211914, -0.10677124559879303, -0.048757389187812805, -0.05313715711236, 0.07787276804447174, -0.015158969908952713, 0.0805564597249031, -0.06020587310194969, -1.5415128022836234e-33, -0.013917812146246433, -0.0748324915766716, 0.05115029960870743, -0.07453982532024384, -0.020396115258336067, 0.015247033908963203, -0.1040782630443573, 0.028779545798897743, -0.05386055260896683, 0.07820115238428116, -0.0022189917508512735, -0.0285063274204731, 0.02902907133102417, 0.01892402209341526, 0.051086459308862686, 0.024419737979769707, 0.044512033462524414, -0.0058876643888652325, -0.09565174579620361, 0.023616747930645943, 0.00017050177848432213, -0.07505813986063004, -0.018146388232707977, -0.12685652077198029, -0.08072499185800552, -0.023685259744524956, -0.014470328576862812, -0.06268513947725296, -0.04312657192349434, -0.019480856135487556, -0.1671433448791504, 0.08801364153623581, 0.022821756079792976, 0.013326011598110199, 0.10797493904829025, 0.06642397493124008, 0.005059369374066591, 0.03953580558300018, -0.016077641397714615, -0.041595760732889175, -0.05809332802891731, 0.045837730169296265, 0.003404395654797554, -0.04002714529633522, 0.09992282837629318, 0.011088574305176735, 0.022646348923444748, 0.030370261520147324, -0.11342839896678925, 0.017673980444669724, -0.02986375242471695, 0.1182350143790245, -0.036254171282052994, 0.003119952743873, 0.08047053962945938, 0.02767866849899292, 0.055357396602630615, 0.03785102069377899, 0.0016728972550481558, 0.06296239793300629, 0.002136901719495654, -0.035950593650341034, -0.018097691237926483, -0.05024229362607002, -0.01927294209599495, 0.008104786276817322, 0.006752181798219681, 0.03481531888246536, 0.07424180209636688, 0.1661081612110138, 0.04490998387336731, 0.02725788950920105, 0.0036459132097661495, -0.06553016602993011, 0.001946814707480371, -0.01792837679386139, 0.05383055657148361, -0.028081156313419342, 0.0987347811460495, -0.09730272740125656, 0.014516501687467098, -0.03211643546819687, 0.04745061323046684, -0.04548007249832153, 0.01094233151525259, -0.05110359564423561, 0.021941939368844032, -0.04141814634203911, -0.050638001412153244, -0.07220292091369629, -0.06024889275431633, 0.025342972949147224, -0.08211342990398407, -0.02780940942466259, 0.017214607447385788, -1.4117943144821213e-34, -0.06463846564292908, -0.014019548892974854, -0.025760892778635025, -0.06373375654220581, 0.01576603390276432, -0.005857016891241074, 0.026655329391360283, -0.07253158837556839, 0.019106822088360786, 0.06438387185335159, 0.030035357922315598, 0.03763562813401222, -0.0024370462633669376, -0.023285003378987312, -0.01910284347832203, 0.11241265386343002, 0.001474658027291298, 0.022735456004738808, 0.014695882797241211, 0.04265274479985237, -0.041558027267456055, 0.060881126672029495, -0.05003829300403595, 0.06765004247426987, -0.0031290892511606216, 0.05340181291103363, -0.07047498971223831, 0.018352307379245758, -0.0691244825720787, 0.011787805706262589, -0.029885273426771164, 0.014529431238770485, -0.007459520362317562, -0.00787255447357893, -0.04487162083387375, 0.0014750058762729168, -0.04590044915676117, 0.01845722645521164, 0.02606559731066227, 0.10291469842195511, -0.020244304090738297, 0.013994856737554073, 0.004053896758705378, 0.04765256121754646, 0.06004421040415764, -0.04137100651860237, 0.023667145520448685, 0.01583406701683998, 0.08358456194400787, 0.04185837507247925, -0.03546951711177826, 0.02340686321258545, -0.027016324922442436, 0.04493206366896629, -0.05749816074967384, -0.04663504287600517, -0.09613630920648575, 0.031613677740097046, 0.004992159083485603, 0.003734723199158907, -0.052527181804180145, 0.01776253432035446, -0.037621188908815384, 0.05625243857502937, 0.008036279119551182, -0.007401232607662678, 0.023349277675151825, 0.005242330953478813, 0.00009608016262063757, -0.0035007805563509464, 0.023467600345611572, 0.01600022055208683, 0.03563934937119484, -0.010224414989352226, -0.06992439180612564, 0.07655695825815201, 0.03085337206721306, -0.04592323303222656, -0.00021599871979560703, 0.012377452105283737, -0.029280945658683777, 0.04848863184452057, 0.05452956631779671, 0.0697253867983818, 0.0019452766282483935, 0.044614456593990326, -0.028021318838000298, 0.04322358965873718, 0.0095288697630167, 0.03140050545334816, 0.027295883744955063, -0.0003413227968849242, -0.0522320456802845, -0.04275573045015335, 0.06486009061336517, -4.192498437305403e-8, -0.11258330196142197, -0.013978371396660805, -0.012320904061198235, 0.01805255375802517, 0.0725228413939476, 0.030002087354660034, 0.08421977609395981, -0.04047673940658569, -0.019863344728946686, -0.016107093542814255, -0.01659434288740158, -0.03872459754347801, -0.0994507297873497, 0.034360937774181366, 0.05686065927147865, 0.022741565480828285, -0.032018277794122696, -0.07814010977745056, -0.04401160031557083, 0.005778185091912746, -0.08389781415462494, 0.07265050709247589, -0.04137539491057396, 0.020981142297387123, -0.05383474379777908, 0.0019898449536412954, -0.054084714502096176, 0.05453075096011162, -0.016877593472599983, -0.07286802679300308, 0.07902626693248749, 0.026811812072992325, 0.020521264523267746, -0.011374158784747124, 0.06938277930021286, 0.049521252512931824, -0.07085201889276505, 0.06105894222855568, -0.10364857316017151, -0.016204752027988434, -0.05049442499876022, 0.00458425423130393, 0.05477205291390419, 0.001561192562803626, 0.011631937697529793, 0.07225148379802704, 0.06488921493291855, -0.03456922620534897, 0.025073979049921036, 0.003604259341955185, 0.03358481824398041, 0.012625523842871189, -0.019176499918103218, -0.02107023261487484, 0.024495180696249008, -0.012074414640665054, -0.01893262006342411, 0.014697635546326637, -0.0354916974902153, 0.007351858541369438, 0.001035424880683422, -0.024524211883544922, -0.013931295834481716, 0.006788776256144047 ]
p
Using this kind of search, you can expect the output to not necessarily be around a single point, but rather, to be any point that isn’t closer to a negative example, which creates a constrained diverse result.
[ "documentation", "documentation/concepts", "documentation/concepts/explore" ]
7,004
[ "Explore - Qdrant", "Context search" ]
/documentation/concepts/explore/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(42)
[ -0.10629843920469284, -0.05808241292834282, -0.03347235918045044, 0.034534867852926254, 0.054074596613645554, 0.009514844045042992, 0.017439192160964012, 0.07399658858776093, 0.0008232271648012102, -0.1152774915099144, 0.018329406157135963, 0.06397642195224762, 0.07372768968343735, 0.06382009387016296, 0.060707371681928635, 0.005372937768697739, 0.08929389715194702, -0.06030009686946869, 0.021594753488898277, -0.10197882354259491, 0.04812539368867874, 0.03631239011883736, 0.0019908612594008446, -0.03954918682575226, -0.016799751669168472, -0.033959150314331055, -0.051332853734493256, -0.022303089499473572, -0.034868184477090836, 0.10490439832210541, -0.021100444719195366, 0.1188938096165657, -0.11550754308700562, -0.006643601693212986, -0.11729159206151962, 0.040972329676151276, -0.12027695029973984, -0.0068464139476418495, -0.04048909246921539, -0.003927307203412056, -0.07638620585203171, 0.06415090709924698, -0.059365883469581604, 0.007623136509209871, -0.04569695517420769, -0.06761375814676285, -0.047615278512239456, -0.08947574347257614, -0.03982515633106232, 0.10021677613258362, -0.08206290751695633, -0.031328484416007996, -0.012478028424084187, -0.04249158874154091, 0.03616801276803017, -0.014627649448812008, -0.05106284096837044, 0.021790146827697754, -0.061428703367710114, -0.027644624933600426, -0.021030353382229805, -0.08693092316389084, -0.06795070320367813, 0.00833386741578579, 0.015799539163708687, 0.024524707347154617, -0.06263311952352524, -0.036393288522958755, 0.039254769682884216, -0.06730403006076813, -0.06552652269601822, 0.04424968361854553, 0.024693571031093597, 0.027037199586629868, 0.05674484744668007, 0.01282502245157957, -0.013769288547337055, -0.034882135689258575, -0.04603450372815132, 0.022215213626623154, -0.1028972789645195, 0.019048070535063744, -0.0033280495554208755, 0.017854874953627586, 0.07892892509698868, 0.03917687386274338, 0.034636564552783966, -0.05370761454105377, 0.023387407884001732, 0.027540072798728943, 0.028412962332367897, -0.06260497123003006, -0.006392519921064377, -0.04133950173854828, 0.00672350637614727, 0.04764914885163307, -0.03431083634495735, -0.04553325101733208, -0.08081603050231934, -0.014485173858702183, -0.05306943506002426, 0.017766376957297325, -0.07906754314899445, -0.011171049438416958, 0.023914823308587074, -0.008005659095942974, 0.004314024932682514, 0.021596111357212067, 0.03479617461562157, 0.026015782728791237, -0.08586347848176956, 0.0399501733481884, 0.05230711027979851, -0.05857623368501663, -0.032148174941539764, 0.06229941546916962, 0.024098241701722145, -0.04850507900118828, 0.05089268460869789, 0.07405928522348404, -0.0058440398424863815, 0.04065612331032753, 0.11144527047872543, -0.03173591196537018, -0.049969907850027084, 0.04192538931965828, 0.01870819926261902, -2.1632073361915532e-33, -0.02026132494211197, -0.016313698142766953, 0.06740153580904007, -0.059390757232904434, -0.03329893574118614, -0.06477059423923492, -0.03424921631813049, 0.01974073238670826, 0.01673097535967827, -0.13970224559307098, 0.022591140121221542, 0.09000182151794434, 0.03933774679899216, 0.023472456261515617, 0.06216970086097717, 0.04399797320365906, -0.02909347414970398, 0.09368494153022766, 0.03714924678206444, -0.02808462083339691, 0.0182680394500494, 0.020442970097064972, 0.02082616463303566, 0.012996383011341095, -0.0022126235999166965, -0.0298997163772583, 0.016181442886590958, 0.06813796609640121, 0.10075770318508148, 0.011001037433743477, -0.04228948801755905, -0.04194987937808037, -0.07614348828792572, -0.039609041064977646, 0.03839113563299179, 0.054673608392477036, -0.05321366339921951, 0.01869429275393486, 0.022784167900681496, -0.030101630836725235, 0.07073918730020523, 0.006704268977046013, -0.06092124059796333, 0.032867927104234695, -0.0028478335589170456, 0.010743643157184124, -0.040539033710956573, -0.04326748102903366, -0.018491216003894806, -0.053379371762275696, 0.048077285289764404, 0.0351320318877697, 0.01837192289531231, 0.06636642664670944, -0.029894446954131126, -0.01392055582255125, 0.011733670718967915, 0.0024258389603346586, 0.0006885319598950446, -0.06776649504899979, 0.059914130717515945, -0.10715780407190323, 0.02805260568857193, -0.01725904271006584, -0.05183171108365059, 0.03431641310453415, 0.03814433142542839, -0.0001283902965951711, -0.015138047747313976, -0.004055215511471033, 0.03224845975637436, 0.13024884462356567, 0.04076787829399109, 0.03785132244229317, -0.02698320336639881, -0.03084767423570156, 0.01925274170935154, -0.00009264329128200188, 0.02776600979268551, -0.04794701933860779, 0.03053276799619198, -0.04811471700668335, -0.028397519141435623, 0.01608293689787388, -0.025786906480789185, 0.016775041818618774, 0.07452573627233505, -0.06516951322555542, -0.05489242821931839, -0.038727883249521255, -0.029042329639196396, 0.01074208039790392, -0.1084451675415039, 0.07908017188310623, 0.0017677817959338427, -1.2979876350458115e-34, -0.0028879817109555006, -0.09780651330947876, 0.09422898292541504, 0.010669457726180553, 0.021945437416434288, -0.05755828693509102, -0.07775107771158218, -0.04053889587521553, 0.10119093209505081, 0.04003085568547249, -0.06069958955049515, -0.029910432174801826, 0.020944366231560707, 0.0140872523188591, 0.034823156893253326, 0.05651765316724777, -0.14844226837158203, -0.04819967970252037, -0.04849349707365036, -0.010412539355456829, -0.02341923862695694, 0.024859772995114326, -0.05315830558538437, -0.017404738813638687, 0.010679591447114944, 0.00933386292308569, -0.09270046651363373, 0.026635969057679176, 0.00532471714541316, -0.02605961635708809, 0.03354855999350548, -0.06696531176567078, -0.031217457726597786, -0.05969169735908508, 0.002824733965098858, 0.034185849130153656, -0.006245123688131571, 0.06995856016874313, -0.03643767908215523, 0.05502702295780182, 0.03069382719695568, -0.014448226429522038, -0.05590347200632095, -0.030604233965277672, -0.03039032220840454, -0.0064832973293960094, -0.01907181367278099, 0.02339659444987774, -0.03142169117927551, -0.06025281175971031, 0.049490880221128464, -0.01409902609884739, 0.0042806644923985004, -0.035470008850097656, -0.05325201526284218, 0.04747403785586357, 0.05821125581860542, 0.04596477001905441, 0.03324846178293228, -0.02401091158390045, 0.018409380689263344, -0.07864498347043991, 0.03688666597008705, 0.0052888114005327225, 0.0015066060004755855, -0.05865151435136795, -0.020725570619106293, -0.029033776372671127, 0.003042993601411581, 0.0710219144821167, 0.009509786032140255, 0.019870562478899956, -0.004871413577347994, -0.03297596797347069, -0.020741473883390427, -0.003348670667037368, 0.10070935636758804, 0.004540225490927696, -0.014383331872522831, -0.017823250964283943, -0.019696315750479698, 0.016937419772148132, 0.04497296363115311, -0.00030351229361258447, 0.06212978437542915, -0.01717408187687397, 0.03725995123386383, 0.019318973645567894, -0.07288137823343277, 0.010946651920676231, -0.03327571600675583, -0.040561169385910034, 0.02379905804991722, -0.003481920575723052, -0.0498771145939827, -2.799463416636172e-8, 0.0028501292690634727, -0.027668427675962448, 0.048202596604824066, 0.18261222541332245, -0.01992555521428585, 0.003033861517906189, -0.022903410717844963, 0.09657559543848038, 0.02270972914993763, 0.07935347408056259, -0.032936085015535355, -0.0690150186419487, -0.05079665407538414, 0.04021032527089119, 0.0029604528099298477, 0.007777198683470488, 0.12092480063438416, 0.02208705246448517, -0.02491043508052826, 0.03507046028971672, -0.07592879235744476, 0.03888098523020744, 0.027614902704954147, 0.007500768639147282, 0.004157914314419031, 0.04717168211936951, 0.09034809470176697, 0.05076519027352333, 0.036459896713495255, -0.01048183161765337, -0.06560776382684708, 0.01580212451517582, 0.08014246821403503, -0.03662104159593582, -0.017064837738871574, 0.009342839010059834, -0.02105376310646534, -0.0739373117685318, -0.06586014479398727, -0.045013610273599625, 0.060966990888118744, -0.013972180895507336, 0.027761682868003845, 0.048010557889938354, 0.11697874218225479, 0.033637579530477524, 0.10903295129537582, -0.05658816546201706, 0.05163993686437607, 0.06474702060222626, -0.061204519122838974, -0.0561986044049263, 0.06654701381921768, 0.003940740134567022, 0.07216369360685349, -0.01657247170805931, -0.027171866968274117, 0.03521067649126053, 0.10101855546236038, 0.0074176243506371975, 0.018587050959467888, 0.005757824517786503, 0.09102563560009003, 0.11121368408203125 ]
p
So, even when the API is not called recommend, recommendation systems can also use this approach and adapt it for their specific use-cases.
[ "documentation", "documentation/concepts", "documentation/concepts/explore" ]
7,005
[ "Explore - Qdrant", "Context search" ]
/documentation/concepts/explore/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(36)
[ 0.009657991118729115, -0.044360946863889694, 0.005418023094534874, 0.06800470501184464, -0.05134975165128708, -0.01160994078963995, 0.020690567791461945, 0.02639947272837162, -0.024253476411104202, -0.0060655102133750916, 0.057527314871549606, 0.018698764964938164, 0.05972754582762718, 0.016068793833255768, 0.007012836169451475, -0.015315072610974312, -0.013841482810676098, 0.0038846638053655624, -0.09116200357675552, -0.04950049892067909, 0.005397990345954895, 0.02950355038046837, -0.02329014614224434, -0.02137123793363571, 0.0011131316423416138, -0.08905841410160065, -0.044782884418964386, 0.08579092472791672, 0.09641570597887039, -0.04911677539348602, -0.034604381769895554, 0.03084433451294899, 0.010089896619319916, 0.024019084870815277, -0.030047733336687088, 0.07524776458740234, -0.03876804560422897, 0.10273417830467224, -0.04503650590777397, -0.013765081763267517, 0.0036900814156979322, -0.00006969631795072928, 0.007060694042593241, -0.02733263373374939, -0.003571108216419816, -0.10022637248039246, 0.05725889652967453, -0.01700098067522049, -0.0032478831708431244, -0.06702868640422821, -0.0819656029343605, -0.0017332624411210418, -0.07319750636816025, 0.015376809984445572, 0.020183291286230087, -0.0016174756456166506, -0.05456320568919182, 0.05181661993265152, 0.01841725967824459, 0.022515911608934402, 0.01822989247739315, -0.010885083116590977, -0.14854063093662262, 0.03301592171192169, 0.04873078316450119, -0.01766141690313816, -0.013047819025814533, 0.1480872929096222, -0.13413657248020172, 0.08225718140602112, 0.05219234526157379, -0.021920453757047653, -0.03723752498626709, 0.06745560467243195, 0.01990438625216484, 0.05987805500626564, 0.03283105045557022, 0.030013633891940117, -0.02367941103875637, 0.006132679991424084, -0.10542020201683044, -0.03314562141895294, 0.03627051040530205, 0.012792383320629597, 0.11354443430900574, 0.057357076555490494, -0.016218723729252815, -0.037688031792640686, 0.06249556690454483, 0.0336063951253891, -0.052630018442869186, -0.04750032722949982, 0.05563497543334961, -0.0003866729966830462, 0.006090263370424509, -0.027963528409600258, 0.04841524362564087, -0.061038803309202194, -0.03175344318151474, 0.1987209916114807, -0.025481505319476128, 0.06169997528195381, 0.08317537605762482, 0.009571287781000137, 0.04445428401231766, -0.05853666737675667, 0.011399156413972378, -0.0011187419295310974, -0.0018803994171321392, -0.004992527887225151, -0.05907252058386803, -0.01608077809214592, -0.09898708015680313, -0.05374879762530327, 0.02695525251328945, -0.10838494449853897, -0.034715209156274796, -0.008583225309848785, 0.030105745419859886, -0.00507998326793313, -0.017807239666581154, 0.0006897057173773646, -0.10953056067228317, 0.017125524580478668, -0.027057167142629623, -0.007097653113305569, 0.056666068732738495, -4.504892551062347e-33, 0.027017394080758095, -0.04851796105504036, 0.023450661450624466, 0.019492367282509804, 0.023704662919044495, -0.07735276222229004, -0.0524488128721714, -0.005447695031762123, 0.0034025872591882944, 0.0712176188826561, 0.008526950143277645, 0.004237381741404533, 0.018284156918525696, 0.011851446703076363, 0.046220261603593826, 0.05787631869316101, -0.04581961780786514, 0.09783559292554855, -0.08064984530210495, -0.01977086253464222, -0.008365030400454998, 0.030714251101017, -0.009372284635901451, -0.0010593159822747111, 0.007239891681820154, 0.030739016830921173, 0.08124522864818573, -0.0542980432510376, 0.07750825583934784, 0.051649678498506546, 0.015192070975899696, 0.006790762767195702, 0.004096407908946276, 0.0652129203081131, 0.03284161910414696, 0.10274892300367355, -0.03339456021785736, 0.006612441036850214, 0.04315859079360962, -0.019846875220537186, -0.028755424544215202, -0.003104664385318756, -0.04139907285571098, -0.00867345929145813, 0.03380516543984413, -0.019828572869300842, -0.0004715258255600929, -0.006209319923073053, -0.02965075708925724, -0.011856275610625744, 0.014595303684473038, 0.08714987337589264, -0.06278802454471588, -0.014398054219782352, 0.015861427411437035, -0.012654838152229786, 0.055876921862363815, 0.0416354238986969, -0.04359518736600876, 0.0029967871960252523, -0.10766451060771942, 0.10526584088802338, -0.031514622271060944, 0.0191071555018425, -0.1418127566576004, 0.007182430010288954, -0.02657041698694229, -0.07971115410327911, -0.005473618395626545, 0.07311965525150299, -0.0017412364250048995, 0.027666892856359482, -0.10164257884025574, 0.04254923015832901, -0.07255621999502182, -0.04292048513889313, -0.024189043790102005, -0.05395866557955742, -0.09229729324579239, 0.00866527296602726, 0.024998903274536133, -0.08671166747808456, -0.025197584182024002, 0.10270201414823532, -0.03967586159706116, -0.03521551936864853, 0.08863835036754608, -0.01825530268251896, -0.0363219678401947, -0.11910871416330338, -0.07421259582042694, -0.017429310828447342, 0.020701656118035316, 0.05731882527470589, -0.058763064444065094, 3.439449818073965e-33, -0.040564216673374176, 0.041581813246011734, -0.0729757770895958, 0.06886477023363113, 0.035595737397670746, 0.0025668719317764044, 0.14047473669052124, 0.026000844314694405, -0.00993722677230835, 0.05102492868900299, -0.02487153932452202, -0.0037191875744611025, 0.030996594578027725, -0.015528644435107708, 0.007149857934564352, -0.04649624601006508, 0.015033712610602379, -0.00379213341511786, -0.0035828696563839912, 0.03778761625289917, -0.08956854790449142, 0.02706815116107464, -0.022358674556016922, -0.00756656052544713, 0.007854856550693512, 0.0713767409324646, -0.008678363636136055, 0.018677104264497757, -0.06537913531064987, -0.03348524495959282, -0.0013124971883371472, -0.017461232841014862, -0.022794725373387337, 0.046452660113573074, -0.07220637798309326, 0.1441420018672943, -0.009391223080456257, 0.05146561190485954, -0.02024938352406025, 0.005057128611952066, 0.07148425281047821, 0.0024866245221346617, 0.030928390100598335, 0.14259520173072815, -0.04904450848698616, -0.0500139519572258, 0.026324214413762093, -0.005986691918224096, 0.017668159678578377, 0.07791867852210999, -0.08920284360647202, 0.04361308738589287, -0.07816767692565918, -0.011883875355124474, -0.08353368937969208, -0.031124169006943703, -0.04065923020243645, 0.013485544361174107, 0.017052559182047844, -0.0284242182970047, -0.011499887332320213, -0.04202462360262871, 0.020256726071238518, -0.03387072682380676, 0.05794612690806389, -0.03545152395963669, -0.09606055170297623, -0.06620398908853531, 0.011296779848635197, -0.010334937833249569, 0.06907503306865692, 0.02607780136168003, -0.09573516994714737, 0.005297497380524874, -0.04110180586576462, -0.009946469217538834, -0.009365466423332691, 0.00682563753798604, -0.043136220425367355, -0.014081518165767193, 0.008607763797044754, -0.018255798146128654, 0.011526284739375114, 0.015806803479790688, 0.02853400446474552, 0.04142359644174576, -0.04478248208761215, 0.012090764008462429, -0.014026345685124397, 0.04692213609814644, 0.027772698551416397, -0.0181423407047987, -0.00351103488355875, 0.07913405448198318, 0.004740023519843817, -1.591318188332025e-8, -0.061494380235672, 0.054653629660606384, 0.13309280574321747, -0.00979936309158802, 0.09074950963258743, -0.037170931696891785, 0.04359235614538193, 0.015511127188801765, -0.022274889051914215, -0.026895839720964432, -0.007416862528771162, 0.01911601796746254, -0.04049022123217583, -0.0530967153608799, 0.05801546573638916, 0.016920549795031548, 0.017352517694234848, 0.0052802590653300285, -0.04430516064167023, -0.03325111046433449, -0.09005976468324661, 0.050116006284952164, -0.04656437039375305, 0.02931446209549904, -0.03192691132426262, 0.011237855069339275, -0.09010067582130432, 0.06853683292865753, 0.054605577141046524, -0.0258277989923954, 0.03680694103240967, 0.06346668303012848, 0.041962940245866776, -0.06273668259382248, 0.055684320628643036, 0.06387415528297424, -0.0336640290915966, 0.005581287667155266, 0.03037365712225437, -0.011812746524810791, 0.01445196382701397, -0.05647455155849457, -0.007706112693995237, 0.025753211230039597, 0.028430379927158356, 0.09343971312046051, -0.043903715908527374, -0.07115308195352554, 0.004402832128107548, -0.0008462097030133009, -0.00846550241112709, 0.0467509925365448, -0.0127422995865345, -0.023802321404218674, 0.03841389715671539, 0.08417529612779617, 0.08286930620670319, -0.006086539011448622, -0.056114960461854935, 0.0006800542469136417, 0.10229792445898056, 0.034027572721242905, 0.044434189796447754, 0.04890686273574829 ]
p
Example:
[ "documentation", "documentation/concepts", "documentation/concepts/explore" ]
7,006
[ "Explore - Qdrant", "Context search" ]
/documentation/concepts/explore/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > aside:nth-of-type(5) > ul > li:nth-of-type(1)
[ -0.05477146431803703, 0.10724236071109772, -0.01764717884361744, 0.03811099752783775, 0.042935293167829514, 0.03820614516735077, 0.0008718445897102356, -0.06730823218822479, 0.03002895973622799, -0.08695068210363388, 0.03169797360897064, 0.02395111694931984, 0.12125977128744125, -0.07286684960126877, -0.05796056613326073, -0.008980770595371723, 0.013278055004775524, 0.013506220653653145, -0.04100382700562477, -0.07162730395793915, 0.05099965259432793, 0.05631953850388527, 0.04194217920303345, 0.013278375379741192, -0.03138457611203194, -0.030286647379398346, 0.007235794793814421, 0.035037651658058167, 0.05118206515908241, -0.00735162477940321, 0.02373931184411049, 0.015245006419718266, -0.020910728722810745, -0.014003236778080463, 0.02676285430788994, -0.05272702872753143, -0.02758067473769188, 0.06319747120141983, 0.013300023972988129, -0.02590424194931984, 0.010240346193313599, 0.014500257559120655, 0.01339414156973362, 0.046251166611909866, 0.05012381076812744, -0.004868583753705025, -0.09737475216388702, -0.03605937957763672, -0.06100016087293625, -0.0037634349428117275, -0.09832942485809326, 0.043039947748184204, -0.030592013150453568, 0.0795438289642334, 0.00002765700628515333, -0.04995911195874214, -0.08361988514661789, -0.033726148307323456, -0.06265503913164139, 0.03590129688382149, -0.0034212633036077023, -0.03955235332250595, 0.04195205867290497, 0.017650317400693893, 0.028966505080461502, -0.01859336718916893, -0.001754657132551074, 0.018716702237725258, 0.03162549063563347, -0.05303902551531792, 0.04291074723005295, 0.054645560681819916, -0.08350734412670135, 0.05521903187036514, 0.06924430280923843, 0.10761246085166931, -0.036174025386571884, -0.015188844874501228, 0.03239218145608902, -0.07009758055210114, -0.10457281023263931, -0.018151413649320602, 0.011519383639097214, -0.05670073255896568, 0.05927259102463722, 0.001986507326364517, -0.022227350622415543, -0.02719954401254654, -0.04580336809158325, 0.0352066345512867, 0.006425394210964441, -0.11959263682365417, 0.038773272186517715, -0.020431634038686752, 0.0689861923456192, -0.015834737569093704, 0.08923718333244324, -0.005976478569209576, 0.07134956866502762, 0.00808656495064497, -0.09130212664604187, 0.04191896319389343, -0.04557587951421738, 0.05723362788558006, -0.03928624838590622, -0.003942075185477734, 0.029784193262457848, -0.040615297853946686, 0.0019357063574716449, -0.0513477586209774, 0.010301313363015652, 0.06316198408603668, 0.04524736851453781, 0.01165174599736929, -0.03228750824928284, -0.030844420194625854, 0.06467287242412567, 0.03657935559749603, 0.017792601138353348, -0.026175297796726227, 0.02610870636999607, 0.016870180144906044, 0.06735056638717651, 0.029913540929555893, -0.040548983961343765, 0.08664599806070328, -0.05552113801240921, -1.6898372304833566e-33, 0.03701413795351982, -0.06596256792545319, -0.015227141790091991, -0.05181847885251045, 0.015763558447360992, -0.015943991020321846, -0.13153724372386932, -0.029557935893535614, 0.06886522471904755, 0.08011337369680405, -0.11486883461475372, 0.010765481740236282, 0.048348456621170044, 0.012170706875622272, -0.024429267272353172, 0.13731278479099274, 0.07078658044338226, 0.1285308599472046, -0.017197422683238983, -0.0337349995970726, -0.008581439033150673, -0.059177737683057785, -0.007571168709546328, -0.03702711686491966, 0.03230820968747139, 0.06816781312227249, -0.015602514147758484, -0.010054165497422218, 0.022508442401885986, -0.00868265237659216, -0.03549494221806526, -0.014390198513865471, -0.015497998334467411, 0.026948677375912666, 0.05828404799103737, 0.14303119480609894, -0.001236900221556425, -0.00190178700722754, -0.015707144513726234, 0.008983762934803963, 0.01398980151861906, 0.039341576397418976, -0.02914063073694706, 0.0023913984186947346, -0.02273612469434738, -0.019347306340932846, 0.06294640153646469, -0.051992401480674744, 0.007842057384550571, 0.04252166301012039, -0.028419656679034233, 0.03560614213347435, -0.027198776602745056, -0.052493393421173096, -0.0016867174999788404, -0.0818018838763237, -0.02256769686937332, -0.009969578124582767, 0.0022662782575935125, 0.021451447159051895, -0.04862748458981514, -0.0059326644986867905, -0.04822716861963272, 0.042166054248809814, -0.035705599933862686, 0.07147807627916336, 0.021924270316958427, -0.05281238257884979, 0.018801894038915634, 0.0003193822340108454, 0.03808716684579849, -0.022127727046608925, -0.03307840973138809, 0.03232815861701965, -0.004355592653155327, -0.060639120638370514, 0.011198419146239758, 0.014158323407173157, 0.04903144761919975, 0.017667924985289574, 0.08017050474882126, 0.03551718220114708, -0.049987584352493286, -0.023329908028244972, 0.039297543466091156, 0.06172244995832443, 0.044472455978393555, -0.02691815048456192, 0.009586585685610771, -0.09647905826568604, 0.03006672114133835, 0.017098737880587578, -0.10060044378042221, -0.0017047321889549494, -0.025327377021312714, -8.118421327549584e-34, -0.1108536645770073, 0.022882424294948578, -0.04578692466020584, -0.14846095442771912, -0.016737880185246468, 0.0006512863910757005, 0.12615613639354706, -0.08127793669700623, 0.010410425253212452, -0.03899378329515457, 0.09679118543863297, -0.08076091855764389, -0.04590660706162453, -0.03063996322453022, 0.016614075750112534, -0.02740498259663582, -0.05890235677361488, -0.03693905845284462, -0.04569551348686218, 0.0915611982345581, -0.055309973657131195, 0.13476642966270447, -0.057014353573322296, 0.04092368856072426, 0.002536712447181344, 0.019937768578529358, -0.07833420485258102, -0.027444645762443542, -0.0009088123915717006, -0.10731544345617294, 0.07909717410802841, -0.02136385440826416, -0.15556542575359344, -0.03748777136206627, -0.049530867487192154, -0.039515867829322815, -0.024975832551717758, -0.0009479415020905435, -0.020120151340961456, 0.08596383035182953, -0.017505673691630363, 0.004785220604389906, -0.10376118868589401, 0.14672736823558807, -0.022389600053429604, -0.03791273757815361, 0.015934297814965248, 0.02774885669350624, 0.06214594095945358, 0.032589174807071686, -0.03487182781100273, 0.05646536871790886, -0.006973768584430218, -0.032758165150880814, 0.05210503190755844, -0.075556181371212, 0.02803632616996765, 0.010130330920219421, -0.03258376941084862, 0.015871984884142876, 0.044155992567539215, 0.041605304926633835, -0.05025205761194229, 0.04288933798670769, 0.0507563091814518, -0.09636203199625015, -0.007826696150004864, 0.07278125733137131, 0.0372270829975605, -0.040276605635881424, 0.012723641470074654, -0.05594545230269432, -0.02735995501279831, -0.07885029166936874, 0.027615344151854515, -0.014751344919204712, 0.004110880196094513, 0.04937212914228439, 0.04776579141616821, -0.005306211765855551, 0.023489326238632202, 0.03042454831302166, 0.07181063294410706, 0.03649536147713661, 0.012502406723797321, -0.0673409029841423, 0.03580668941140175, -0.011981667019426823, -0.0420190766453743, 0.059538450092077255, 0.0145190991461277, -0.021259082481265068, -0.018350038677453995, 0.10992670804262161, -0.020949358120560646, -2.2976662350515653e-8, 0.00029106088913977146, 0.06394578516483307, 0.006655492819845676, -0.014887838624417782, -0.03362516313791275, -0.02151859737932682, -0.1361440271139145, 0.05995676666498184, -0.03996211290359497, -0.06886854022741318, 0.004546889569610357, -0.04671190679073334, -0.024646466597914696, -0.02098502404987812, 0.07533718645572662, -0.050550803542137146, -0.015580790117383003, 0.008712824434041977, -0.03332459181547165, -0.014549696817994118, -0.07762859761714935, 0.03845178708434105, -0.06555803120136261, -0.02343733049929142, 0.029692145064473152, 0.012598996050655842, 0.01708970032632351, -0.020303921774029732, -0.04681050032377243, 0.01755751110613346, -0.03801753744482994, -0.008715499192476273, 0.0013212728081271052, 0.010664068162441254, 0.15369468927383423, 0.029170429334044456, 0.04052747040987015, 0.02492891438305378, -0.04127393662929535, 0.03546720743179321, -0.033553674817085266, -0.04084053263068199, 0.010967234149575233, 0.07843088358640671, 0.026021428406238556, -0.0009803136344999075, -0.009125432930886745, -0.07275394350290298, -0.0006688524736091495, 0.04232752323150635, 0.007382730487734079, -0.10886275768280029, 0.048573024570941925, -0.03313932940363884, 0.030703455209732056, 0.025069771334528923, 0.09289655834436417, 0.016422102227807045, 0.0306110717356205, -0.025046924129128456, 0.07896192371845245, -0.022625520825386047, 0.025510061532258987, 0.03460213169455528 ]
li
When providing ids as examples, they will be excluded from the results.
[ "documentation", "documentation/concepts", "documentation/concepts/explore" ]
7,007
[ "Explore - Qdrant", "Context search" ]
/documentation/concepts/explore/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > aside:nth-of-type(5) > ul > li:nth-of-type(2)
[ 0.06362029910087585, -0.03314540162682533, 0.01409970223903656, -0.053697045892477036, -0.03016839176416397, 0.025520069524645805, -0.06738575547933578, 0.05720176175236702, 0.08540219068527222, 0.03358956798911095, -0.0061394586227834225, 0.11556925624608994, 0.026898033916950226, 0.06651940196752548, -0.047674354165792465, -0.09004136919975281, 0.0849565863609314, -0.030452802777290344, -0.00698811374604702, -0.05090123042464256, 0.035193126648664474, -0.0018831946654245257, 0.02213122695684433, 0.006230938248336315, 0.05543769896030426, -0.08949034661054611, -0.07922296971082687, 0.0791991651058197, 0.061908941715955734, 0.020339662209153175, -0.06800920516252518, 0.055001094937324524, 0.10168593376874924, 0.047998588532209396, -0.12367241084575653, 0.022115938365459442, 0.002628802787512541, -0.025791751220822334, 0.008216148242354393, 0.00013780502195004374, -0.03320201858878136, 0.02237641252577305, 0.10785143822431564, -0.0058586690574884415, -0.023259373381733894, 0.037784039974212646, -0.08749573677778244, -0.057976752519607544, -0.07112233340740204, 0.012974380515515804, -0.08472684025764465, 0.10911941528320312, -0.04610836133360863, 0.07326938211917877, -0.014830847270786762, 0.05439545586705208, -0.031161265447735786, -0.037975046783685684, -0.018725575879216194, -0.034870732575654984, -0.06099618226289749, -0.048057496547698975, -0.04720035567879677, 0.007526792120188475, 0.1166834756731987, -0.05575208365917206, -0.007695740554481745, -0.09289827942848206, -0.06652510166168213, 0.06912907212972641, 0.04803347587585449, -0.017791759222745895, 0.054462701082229614, 0.08328823745250702, 0.007308182772248983, 0.06542441993951797, -0.05837557464838028, -0.006646953523159027, -0.04172981157898903, -0.0024011312052607536, 0.0012008285848423839, 0.0950581505894661, 0.022584177553653717, 0.005360825452953577, 0.056552886962890625, -0.07740448415279388, 0.02613554522395134, -0.08392355591058731, 0.022701479494571686, 0.047109659761190414, 0.05103113874793053, 0.011205434799194336, -0.014746741391718388, 0.039076779037714005, -0.002304710680618882, -0.009521432220935822, -0.03453739732503891, 0.029475554823875427, -0.0013222340494394302, 0.0017403746023774147, 0.0029228967614471912, 0.06390759348869324, -0.10089040547609329, 0.00683105131611228, 0.09433408081531525, -0.022854281589388847, -0.033667948096990585, 0.0321190245449543, 0.054006170481443405, -0.029738951474428177, 0.03168988600373268, 0.034948885440826416, 0.070897176861763, 0.04785531759262085, -0.08022233843803406, 0.02351846545934677, -0.025621682405471802, 0.11052156239748001, 0.03793353587388992, 0.06390110403299332, -0.008728752844035625, -0.013873889110982418, 0.026299819350242615, -0.013788454234600067, -0.06440617889165878, 0.11662144958972931, 0.06011626124382019, -1.3572484608269642e-33, -0.012599440291523933, -0.08408652991056442, 0.08780515193939209, -0.07451033592224121, -0.041457246989011765, 0.011285540647804737, -0.11331888288259506, 0.03758520260453224, -0.03176942095160484, -0.0012052888050675392, -0.03184191882610321, 0.06121659278869629, 0.03907480463385582, 0.029462110251188278, 0.10451357066631317, -0.00820606667548418, -0.006503385491669178, 0.061396144330501556, -0.10286946594715118, -0.02681974694132805, 0.048902422189712524, -0.05790496990084648, 0.047466449439525604, -0.07871786504983902, 0.052684102207422256, -0.027768753468990326, -0.0027120616286993027, 0.02359798736870289, -0.128281831741333, -0.014603767544031143, -0.06596692651510239, -0.11963387578725815, -0.011492200195789337, 0.006866664160043001, 0.028965743258595467, -0.004427122883498669, 0.018889881670475006, 0.032555367797613144, 0.03185020759701729, -0.04845758527517319, -0.03700897842645645, -0.027310743927955627, -0.06582147628068924, -0.0387871153652668, -0.0028586946427822113, 0.05037809535861015, -0.03413783013820648, 0.0007522852392867208, 0.043956734240055084, 0.036292482167482376, 0.00909045897424221, -0.012640430592000484, 0.07483129948377609, 0.0007049519917927682, -0.0029676826670765877, 0.028302105143666267, 0.08424829691648483, -0.030158407986164093, -0.0396655835211277, -0.013937355019152164, -0.016980106011033058, 0.009546066634356976, 0.02681177668273449, -0.044375140219926834, 0.04142949730157852, 0.027335794642567635, 0.036599189043045044, -0.009263470768928528, 0.029252922162413597, 0.007931075058877468, 0.02547149918973446, 0.03942006453871727, 0.0033864357974380255, 0.05103164538741112, 0.01037193089723587, 0.02648448385298252, 0.04958522319793701, -0.007872440852224827, 0.0380973294377327, -0.12655796110630035, -0.047751884907484055, 0.07741820812225342, 0.013849356211721897, -0.0823335349559784, -0.01094193197786808, 0.03967384994029999, 0.05455252528190613, -0.014092686586081982, -0.026890086010098457, -0.024119380861520767, -0.04127425700426102, 0.006460346281528473, 0.032337624579668045, 0.038082391023635864, -0.10628121346235275, 2.319918686995663e-34, -0.05873270332813263, -0.004033826291561127, -0.029292752966284752, 0.030172981321811676, 0.05429651588201523, -0.03621998429298401, -0.007078382186591625, -0.03001023642718792, -0.015605909749865532, 0.044103845953941345, 0.10054844617843628, -0.003567223437130451, -0.023058410733938217, 0.020204413682222366, 0.09403138607740402, 0.051633261144161224, -0.04286206141114235, -0.050314195454120636, -0.04480842500925064, -0.02667068876326084, 0.04322198033332825, 0.057479843497276306, 0.0014915869105607271, 0.055568140000104904, -0.03767070546746254, -0.02392079494893551, 0.04478368163108826, 0.005103620700538158, -0.06483418494462967, -0.04627177119255066, 0.06674442440271378, -0.009836031123995781, 0.0016934862360358238, 0.048697251826524734, -0.01219055987894535, -0.060948342084884644, -0.014162196777760983, -0.13764996826648712, -0.04422202333807945, 0.1833026111125946, -0.014667617157101631, 0.09455056488513947, -0.06063564866781235, -0.0024462412111461163, 0.002557185711339116, -0.0010519014904275537, 0.04011814668774605, -0.029203593730926514, -0.024129942059516907, -0.02577544003725052, -0.018669476732611656, 0.013968818821012974, -0.03319697454571724, 0.054711174219846725, -0.06719473749399185, 0.027984939515590668, -0.019448893144726753, 0.005888019222766161, -0.07900800555944443, -0.0072211395017802715, 0.06292706727981567, 0.018574172630906105, -0.0035737270954996347, 0.0016701851272955537, -0.02825198881328106, 0.059740860015153885, 0.013982763513922691, -0.028364980593323708, -0.035427022725343704, 0.02326151914894581, -0.07961691915988922, -0.033590011298656464, 0.015546206384897232, -0.041335150599479675, -0.09203296154737473, 0.02259407751262188, 0.05698859319090843, 0.10804766416549683, -0.024529844522476196, -0.07438992708921432, -0.04506375640630722, 0.01084807887673378, -0.005970987491309643, 0.091358482837677, -0.08043339103460312, 0.022497164085507393, 0.02542276307940483, -0.024761918932199478, 0.014541453681886196, 0.13492906093597412, -0.044971663504838943, 0.004558576736599207, 0.04944370687007904, -0.05819201096892357, -0.03377872332930565, -2.409268873293513e-8, -0.031204091385006905, -0.03514944016933441, -0.039257749915122986, 0.085584856569767, -0.0578196719288826, 0.064558245241642, 0.0034709395840764046, 0.04599817842245102, -0.038143932819366455, 0.013339470140635967, 0.03744420036673546, -0.03652576729655266, -0.09333662688732147, 0.002936317352578044, -0.018486464396119118, -0.04826437309384346, -0.00942632369697094, -0.043200816959142685, -0.05412475764751434, 0.004750653635710478, -0.014531996101140976, 0.07874041795730591, 0.02291262149810791, -0.010662587359547615, -0.06261328607797623, 0.0463988222181797, -0.01199222169816494, 0.013492963276803493, -0.041501086205244064, -0.058841582387685776, 0.036139462143182755, 0.06548620760440826, 0.03747538849711418, 0.01206488348543644, 0.016213592141866684, 0.024950463324785233, -0.04695746675133705, 0.07490420341491699, 0.02612902969121933, 0.05292532593011856, -0.041293155401945114, -0.06381820142269135, -0.030762476846575737, 0.039959561079740524, -0.0163483377546072, -0.01997099444270134, 0.00485617108643055, 0.048016540706157684, -0.008329722099006176, -0.028275316581130028, 0.0025856932625174522, -0.03827387094497681, -0.07256651669740677, -0.031069867312908173, 0.08126132935285568, -0.05406668409705162, -0.07391166687011719, 0.006148992106318474, -0.06325428932905197, 0.005875714588910341, 0.05462957173585892, -0.05924398824572563, -0.0027444346342235804, -0.030530083924531937 ]
li
Score is always in descending order (larger is better), regardless of the metric used.
[ "documentation", "documentation/concepts", "documentation/concepts/explore" ]
7,008
[ "Explore - Qdrant", "Context search" ]
/documentation/concepts/explore/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > aside:nth-of-type(5) > ul > li:nth-of-type(3)
[ 0.05482957512140274, -0.01652119867503643, -0.06105709820985794, 0.004029820207506418, -0.01469194795936346, 0.01832425966858864, 0.013383130542933941, 0.048527371138334274, 0.07761535048484802, 0.02501688338816166, -0.0250812117010355, -0.0019830737728625536, 0.019029738381505013, 0.05136186629533768, -0.035342950373888016, 0.009210997261106968, 0.02888329327106476, -0.145891472697258, -0.024217557162046432, 0.04227973148226738, 0.01966032199561596, 0.03434004262089729, 0.02207379788160324, -0.018610775470733643, 0.08559548854827881, -0.0448639914393425, -0.0012173332506790757, 0.0007107463316060603, 0.0037033522967249155, -0.01786086894571781, -0.06771554052829742, -0.03138037770986557, 0.04867171496152878, 0.006203745026141405, -0.04096465930342674, -0.04444354772567749, -0.012403982691466808, -0.034206125885248184, 0.016631249338388443, 0.05236897990107536, 0.06222434714436531, 0.0146531006321311, 0.06435845047235489, 0.0016203565755859017, 0.04221370071172714, 0.06026735156774521, -0.0901181548833847, -0.050135672092437744, 0.06726361066102982, 0.026034606620669365, -0.04250538349151611, 0.1512458473443985, -0.03256319835782051, 0.03359637036919594, 0.012929809279739857, 0.0731048583984375, -0.08094324171543121, -0.04680965840816498, 0.030455004423856735, -0.006572020705789328, -0.03974223509430885, 0.01847958378493786, 0.0268214400857687, 0.004703395068645477, 0.08419592678546906, -0.08055303990840912, -0.05917363986372948, -0.07993722707033157, -0.008743776008486748, -0.002886881586164236, 0.0007153391488827765, 0.0049676476046442986, 0.031783487647771835, 0.02873944491147995, 0.08835738152265549, 0.07344986498355865, -0.07396629452705383, -0.05118238180875778, -0.0018778069643303752, 0.04956996068358421, -0.006871884223073721, 0.010864065028727055, 0.025066226720809937, 0.004703911021351814, 0.008858940564095974, -0.024622099474072456, 0.02276545763015747, 0.05552497133612633, 0.07421136647462845, 0.1234612986445427, -0.028822263702750206, -0.03345698490738869, -0.01915450021624565, 0.031014110893011093, 0.05428367108106613, 0.07737261056900024, -0.050039131194353104, -0.03660794720053673, -0.016644546762108803, 0.00898616574704647, -0.024200620129704475, 0.053608238697052, 0.013897944241762161, -0.026873188093304634, 0.06737387925386429, 0.058496855199337006, 0.024520833045244217, 0.04023333638906479, -0.022977977991104126, -0.0027173145208507776, -0.027872320264577866, -0.04250765219330788, 0.054017048329114914, 0.001678928267210722, -0.07481857389211655, -0.009766209870576859, -0.030577078461647034, 0.06778168678283691, -0.0175442136824131, 0.041553795337677, -0.005770800169557333, 0.031748995184898376, 0.03321439400315285, -0.000716579903382808, -0.07982710003852844, 0.0768258273601532, -0.0072678267024457455, -1.0163301198335458e-33, 0.04886208847165108, 0.015187832526862621, 0.10658729821443558, -0.02302490547299385, -0.040264640003442764, -0.03140169382095337, -0.11444990336894989, 0.03812863305211067, -0.05408297851681709, -0.02797267958521843, 0.020268727093935013, -0.08620303869247437, -0.013054226525127888, -0.0031403580214828253, 0.10186063498258591, 0.0039555770345032215, 0.05114638805389404, -0.031092843040823936, -0.06609157472848892, 0.057896748185157776, 0.06933571398258209, -0.022561529651284218, 0.005269970744848251, -0.10902979969978333, -0.013290030881762505, 0.08443896472454071, -0.045346762984991074, 0.020752238109707832, -0.08659824728965759, -0.03819402679800987, 0.0005886863800697029, -0.03188271075487137, -0.09039733558893204, -0.05315392464399338, -0.001461267820559442, -0.013420884497463703, 0.03162142261862755, 0.04284976050257683, 0.04651426896452904, -0.026436418294906616, -0.03997672349214554, -0.0018021557480096817, -0.0022761255968362093, -0.037688516080379486, -0.044202663004398346, 0.05539372190833092, 0.029415588825941086, -0.011176449246704578, -0.030367212370038033, 0.08847454935312271, -0.016990074887871742, 0.0068511669524014, 0.0020500540267676115, 0.04730769619345665, -0.05029772222042084, 0.01427207700908184, 0.0679771900177002, -0.04081149026751518, -0.03222774341702461, -0.007384760770946741, 0.0034140439238399267, -0.011342072859406471, -0.02962692454457283, -0.07327748835086823, -0.031140433624386787, 0.026167670264840126, -0.017558936029672623, -0.004472283646464348, 0.05163787305355072, 0.035799991339445114, 0.0482051856815815, 0.005039449315518141, -0.0045339493080973625, -0.1024642288684845, 0.010798834264278412, -0.012586867436766624, 0.06299109756946564, -0.033222150057554245, 0.07967160642147064, -0.06602837890386581, -0.06848493963479996, -0.030203036963939667, 0.009255894459784031, -0.1369849443435669, 0.010056103579699993, 0.04041857644915581, 0.0042173536494374275, -0.005705210845917463, -0.086815245449543, -0.05218832567334175, 0.034772198647260666, -0.000728134938981384, -0.04436113312840462, 0.018566623330116272, -0.10365425795316696, 5.546517288944673e-34, -0.07737822830677032, 0.0012830093037337065, -0.08455298095941544, 0.0756981298327446, 0.011356809176504612, -0.015402299351990223, -0.005494412034749985, 0.009981187991797924, 0.000056497920013498515, 0.0873216986656189, 0.08551564067602158, -0.013744989410042763, 0.06265927106142044, 0.04846912994980812, 0.09507463872432709, 0.05057026818394661, 0.02220180816948414, 0.028129220008850098, -0.004522636532783508, -0.028937701135873795, 0.007793816272169352, 0.09941176325082779, 0.022332442924380302, 0.05415832996368408, 0.048513688147068024, 0.04170340672135353, -0.0614514984190464, -0.030383355915546417, -0.0775715559720993, -0.0039610969834029675, 0.045563630759716034, -0.009367259219288826, 0.044308967888355255, 0.013457290828227997, -0.021514497697353363, -0.05512169748544693, -0.04620937630534172, -0.04290437698364258, 0.02063850313425064, 0.08509261906147003, 0.061465051025152206, 0.03234484791755676, -0.061316970735788345, 0.018221847712993622, 0.021602904424071312, 0.03354699909687042, 0.07238118350505829, -0.011633964255452156, -0.031351830810308456, 0.07275310903787613, -0.07865678519010544, -0.019886227324604988, -0.06043948605656624, 0.10373144596815109, -0.03153517097234726, 0.007678674068301916, -0.0771036222577095, 0.059707216918468475, -0.03593222796916962, -0.021373823285102844, 0.07764871418476105, 0.12231428176164627, -0.06984410434961319, 0.10452258586883545, 0.015223241411149502, 0.11734671145677567, -0.028230689465999603, 0.0003658760979305953, -0.06470128148794174, -0.016129281371831894, -0.07932384312152863, 0.015472190454602242, 0.02973494865000248, -0.0555092915892601, -0.06168109178543091, 0.030538201332092285, 0.022478217259049416, 0.04882014915347099, -0.014119543135166168, -0.03388914838433266, -0.00866138469427824, -0.01115020364522934, -0.040850549936294556, 0.06310734152793884, 0.04570818319916725, -0.07092128694057465, 0.08578647673130035, -0.006290727760642767, 0.05635244771838188, 0.0703655332326889, -0.035845134407281876, 0.07809586077928543, -0.05008959397673607, -0.05810612067580223, -0.03210645541548729, -2.3117619818435742e-8, -0.12920989096164703, -0.024415528401732445, -0.1138608381152153, 0.07849109917879105, -0.022248610854148865, 0.06913434714078903, -0.05527235567569733, -0.031451087445020676, -0.018587373197078705, -0.012030394747853279, 0.030845897272229195, -0.1292431503534317, -0.1012662872672081, -0.03342080116271973, 0.014431247487664223, -0.02015978842973709, -0.0031131431460380554, 0.07925720512866974, 0.006597048602998257, 0.0026656542904675007, -0.028629695996642113, 0.005093749146908522, -0.04350488260388374, -0.023511653766036034, -0.06542287021875381, 0.08706217259168625, 0.024376073852181435, -0.004575629718601704, -0.04487396404147148, -0.06168367341160774, -0.0017468791920691729, -0.013797009363770485, 0.030736755579710007, 0.006032847333699465, 0.049751780927181244, 0.10319192707538605, -0.05305623263120651, 0.016843419522047043, 0.004666266497224569, 0.04177490249276161, -0.07801926136016846, -0.04721304401755333, -0.03529595956206322, -0.025267530232667923, -0.030672818422317505, 0.010844160802662373, -0.010737492702901363, 0.04194609075784683, 0.04011715203523636, -0.13086113333702087, 0.03934009000658989, 0.04788669943809509, -0.08158022165298462, -0.011870144866406918, 0.08343347907066345, 0.03174156695604324, -0.039147332310676575, 0.05073897913098335, -0.09677761048078537, -0.02757854014635086, 0.04034138098359108, -0.017133474349975586, -0.05772995203733444, 0.037809014320373535 ]
li
Best possible score is 0.0, and it is normal that many points get this score.
[ "documentation", "documentation/concepts", "documentation/concepts/explore" ]
7,009
[ "Filtrable HNSW - Qdrant" ]
/articles/filtrable-hnsw/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ul:nth-of-type(1) > li:nth-of-type(1)
[ 0.0409557968378067, 0.01968824490904808, -0.026446374133229256, 0.020037280395627022, 0.018771959468722343, -0.0022932016290724277, 0.06403844058513641, -0.018167899921536446, -0.0274504367262125, -0.03519021347165108, -0.031034929677844048, -0.027398349717259407, 0.007306049577891827, -0.007804961875081062, 0.08394034951925278, -0.049401674419641495, -0.053346436470746994, -0.08645306527614594, -0.015684321522712708, -0.06251782923936844, -0.016229957342147827, 0.06617170572280884, 0.01550859771668911, 0.07785395532846451, 0.10534926503896713, 0.09181805700063705, 0.058380212634801865, 0.023680686950683594, -0.02444915845990181, -0.07769475877285004, -0.016048794612288475, -0.026439769193530083, 0.04086789861321449, -0.023184040561318398, -0.034592047333717346, 0.01045976486057043, 0.012099980376660824, -0.021055076271295547, 0.06714973598718643, -0.021329671144485474, 0.08913972228765488, -0.0852271020412445, 0.10973986983299255, 0.0023575846571475267, -0.00813981518149376, 0.03963180258870125, 0.049116574227809906, -0.042184196412563324, 0.1378837525844574, 0.07218719273805618, -0.014047742821276188, 0.06120500713586807, -0.06503672152757645, 0.04858766123652458, 0.04444759711623192, 0.08376801759004593, -0.06320943683385849, -0.02060144953429699, 0.06862716376781464, -0.0428047701716423, 0.16233651340007782, -0.009507089853286743, -0.057399820536375046, 0.05656197667121887, 0.07142283022403717, -0.07517054677009583, 0.016078485175967216, 0.0603625625371933, 0.07610373198986053, -0.03217153251171112, 0.02870524302124977, 0.06363452225923538, 0.024193858727812767, 0.04746093228459358, 0.07991428673267365, -0.042785461992025375, 0.06844087690114975, -0.04657500237226486, 0.06152522936463356, -0.004686863627284765, -0.01781303621828556, -0.01402429398149252, 0.0034554232843220234, 0.05885937809944153, -0.00014985084999352694, 0.013177506625652313, -0.017552083358168602, 0.07138387858867645, 0.03385055437684059, 0.004138377495110035, 0.0035357202868908644, -0.04080379381775856, 0.023172002285718918, -0.00035165753797627985, -0.11639615148305893, -0.045389074832201004, 0.006104409694671631, -0.02519635669887066, -0.005964526440948248, 0.2860179543495178, 0.0017582004657015204, 0.019050011411309242, 0.051014337688684464, 0.03951026499271393, 0.011170834302902222, 0.014366904273629189, -0.00987041275948286, 0.11367400735616684, -0.07263103872537613, 0.014417240396142006, -0.06262832134962082, -0.016413992270827293, -0.006169936154037714, 0.009529771283268929, -0.003923199605196714, 0.013013385236263275, 0.0195467472076416, 0.005068233702331781, 0.006874426268041134, -0.0545986033976078, -0.010765195824205875, 0.010050034150481224, 0.04963119700551033, -0.04478200897574425, -0.003738390514627099, -0.08683361858129501, 0.009459002874791622, -3.5747929315497815e-33, 0.05721364915370941, -0.020985061302781105, 0.014137922786176205, 0.02015216276049614, -0.010997314937412739, 0.05063305422663689, -0.0475892648100853, 0.02342643216252327, 0.01174383144825697, 0.055695436894893646, 0.0591244101524353, -0.0007753180107101798, -0.054726552218198776, 0.0009340579272247851, 0.08922421932220459, 0.07055626064538956, -0.008698469027876854, 0.0269648227840662, -0.03462684154510498, -0.027895605191588402, -0.026354629546403885, 0.02268778160214424, -0.04025239869952202, 0.1333787739276886, -0.10034682601690292, -0.12365670502185822, 0.01916874572634697, -0.03682803735136986, -0.022206958383321762, -0.005457201972603798, 0.056196410208940506, 0.028034690767526627, 0.05509396269917488, -0.024078844115138054, -0.05326297879219055, -0.014557435177266598, -0.09314919263124466, -0.08080463111400604, -0.0188920721411705, -0.05991337075829506, 0.05991838127374649, 0.0377793051302433, 0.05696289241313934, 0.022624151781201363, 0.037856411188840866, 0.003912707790732384, 0.012697290629148483, 0.026850443333387375, -0.030095769092440605, 0.0819799080491066, -0.04758163169026375, -0.012547589838504791, -0.12176484614610672, 0.06386261433362961, -0.006099270656704903, 0.02154536545276642, -0.009066222235560417, -0.05501919239759445, 0.040610168129205704, -0.021689726039767265, 0.05862351879477501, 0.039168719202280045, -0.030635220929980278, -0.02436009980738163, 0.027357151731848717, -0.057408642023801804, 0.0424177348613739, -0.02641396038234234, -0.004504308570176363, -0.013502674177289009, 0.020461658015847206, -0.044803593307733536, -0.046371940523386, -0.01314429473131895, 0.024023957550525665, -0.007755603641271591, 0.008442306891083717, -0.03220256790518761, -0.05772834271192551, 0.00837403442710638, 0.011724396608769894, 0.0016115065664052963, 0.03384033590555191, 0.09471195191144943, 0.09526848793029785, 0.005364183336496353, -0.0636259987950325, -0.10181856155395508, -0.06418158113956451, 0.07683110982179642, -0.0690983310341835, -0.05114097520709038, 0.10281077772378922, -0.017922047525644302, -0.0038716185372322798, 4.394428775521684e-33, -0.06384887546300888, -0.018985576927661896, -0.0507129542529583, 0.06417510658502579, -0.003070003353059292, -0.023617982864379883, 0.006901779677718878, -0.01277211308479309, -0.019439546391367912, 0.05555029213428497, -0.05930938944220543, 0.010433465242385864, 0.1405791938304901, 0.03850875794887543, 0.005244211293756962, -0.009425141848623753, 0.03741989657282829, 0.005506598390638828, 0.005404275376349688, 0.07809334993362427, -0.03000282309949398, -0.021193061023950577, -0.014032941311597824, -0.006381042301654816, 0.04622616618871689, 0.04364192113280296, -0.01507564727216959, 0.07762480527162552, -0.0660693421959877, 0.0016085185343399644, -0.016002237796783447, -0.045357320457696915, -0.010323797352612019, 0.022924233227968216, -0.011623740196228027, 0.12576131522655487, -0.0007332778186537325, 0.03805599361658096, -0.06081389635801315, -0.0454084575176239, 0.037060171365737915, -0.01574636995792389, -0.008111940696835518, 0.0771515965461731, -0.01629716344177723, 0.046971991658210754, -0.06334726512432098, 0.02969026379287243, -0.018247125670313835, 0.0491914302110672, -0.010938412509858608, 0.04309448227286339, -0.041231513023376465, -0.021057482808828354, -0.04467528685927391, -0.02806551195681095, 0.0008841452072374523, -0.02130507491528988, -0.03984392061829567, 0.03685862198472023, -0.024183781817555428, 0.050064973533153534, -0.04798823967576027, 0.08328250050544739, -0.034684330224990845, 0.018351491540670395, -0.08656232059001923, 0.03907633200287819, -0.02673422545194626, 0.025351615622639656, -0.028776364400982857, -0.020340941846370697, 0.008502068929374218, -0.017695903778076172, -0.06160971522331238, -0.0010820836760103703, -0.028540460392832756, -0.012347827665507793, 0.030210349708795547, -0.019889377057552338, 0.013255462981760502, -0.04166686534881592, -0.05607759580016136, 0.03155647590756416, -0.03626491501927376, -0.0946464091539383, 0.02626369334757328, 0.05641847103834152, 0.011993332765996456, 0.02585260011255741, -0.00677619269117713, 0.0231187604367733, -0.038047563284635544, -0.007965197786688805, 0.038384243845939636, -1.2413841510294787e-8, 0.03613003343343735, 0.038445424288511276, 0.01192411221563816, -0.04311329126358032, -0.007151424884796143, 0.03821541368961334, 0.030634019523859024, -0.016595179215073586, 0.053359124809503555, 0.028583234176039696, -0.035698577761650085, -0.020930610597133636, -0.013542070053517818, -0.0023235378321260214, 0.0026629690546542406, -0.052652955055236816, 0.01583981141448021, 0.0268924031406641, -0.08983135223388672, -0.027089640498161316, 0.00031847492209635675, -0.030062822625041008, 0.029401862993836403, 0.03568392992019653, -0.020182551816105843, -0.05280255526304245, 0.03771756589412689, 0.12892474234104156, 0.02419758401811123, 0.0250693466514349, 0.0157061368227005, 0.051127977669239044, -0.045018550008535385, 0.010399914346635342, -0.03384626656770706, -0.032760266214609146, 0.0129384221509099, -0.017975566908717155, -0.014692162163555622, -0.03220019116997719, -0.028974734246730804, -0.13367468118667603, -0.05196334794163704, -0.12494276463985443, -0.04629702866077423, 0.0004967243294231594, 0.028049280866980553, -0.05536700040102005, -0.06427765637636185, -0.05833147466182709, -0.08983169496059418, -0.02780284732580185, 0.027117345482110977, -0.0020502284169197083, 0.045518338680267334, 0.03146827593445778, -0.018136855214834213, -0.007212275173515081, -0.09362314641475677, 0.13855406641960144, 0.07627353817224503, 0.06347715109586716, -0.023510809987783432, 0.09218031167984009 ]
li
Home
[ "articles", "articles/filtrable-hnsw" ]
7,010
[ "Filtrable HNSW - Qdrant" ]
/articles/filtrable-hnsw/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ul:nth-of-type(1) > li:nth-of-type(2)
[ -0.1359460949897766, -0.018250174820423126, 0.01159171387553215, -0.05307161435484886, 0.02118542790412903, -0.08700745552778244, -0.006286499090492725, -0.011478456668555737, 0.02877473458647728, -0.03753074258565903, 0.028667796403169632, -0.06563723087310791, 0.017261670902371407, 0.0447867326438427, 0.06995834410190582, -0.014280688017606735, -0.07611478865146637, -0.0007984339026734233, 0.00396058289334178, 0.03618507459759712, -0.021188991144299507, -0.019301533699035645, 0.0014520558761432767, -0.0309266597032547, -0.0038290396332740784, -0.04619739204645157, -0.0015087026404216886, 0.05303669348359108, 0.019487135112285614, -0.07520432025194168, -0.01342039555311203, 0.0108810905367136, 0.08100312948226929, -0.012660110369324684, -0.0007310340879485011, -0.08405119180679321, -0.035865288227796555, -0.035699326545000076, -0.018640905618667603, -0.004218102432787418, 0.055461425334215164, -0.053168270736932755, 0.002927611581981182, 0.023983290418982506, 0.052361588925123215, -0.12840154767036438, 0.0005087977042421699, -0.030800294131040573, 0.006415580399334431, -0.029292816296219826, 0.02648160420358181, 0.016550973057746887, -0.06206633150577545, -0.031874701380729675, -0.03812525048851967, -0.04697762802243233, -0.05490078404545784, 0.02688332460820675, 0.03634081780910492, 0.001284568919800222, -0.017423070967197418, -0.014331644400954247, -0.11350428313016891, 0.01871657185256481, -0.02392006851732731, -0.000013720060451305471, 0.003080069087445736, 0.09524613618850708, -0.022873051464557648, 0.025820571929216385, 0.05591932311654091, -0.036333996802568436, 0.005572757683694363, 0.017275352030992508, 0.011377866379916668, 0.00498285423964262, 0.11429817974567413, 0.00658498564735055, 0.05717247724533081, 0.05637635290622711, -0.043986838310956955, 0.01179630309343338, -0.039637885987758636, 0.09364429116249084, 0.04243344068527222, 0.036286063492298126, 0.04542405530810356, -0.017424849793314934, 0.004043459892272949, 0.0479159839451313, -0.005713532213121653, -0.039452798664569855, 0.1313348263502121, -0.0478350929915905, -0.03276738524436951, -0.006402849685400724, -0.032522838562726974, 0.008942877873778343, -0.11804065108299255, 0.30196014046669006, 0.03072475455701351, -0.0007446144009009004, 0.06116725131869316, 0.010323585011065006, 0.04835638403892517, -0.011666370555758476, 0.05365942418575287, 0.0008785202517174184, 0.014045516029000282, -0.0000465178927697707, -0.044214896857738495, -0.06796947121620178, -0.008975210599601269, 0.020879508927464485, 0.0043714093044400215, 0.057778291404247284, -0.019818514585494995, 0.008665429428219795, 0.0019135186448693275, 0.03756525740027428, -0.03749080002307892, 0.07593729346990585, -0.01855173148214817, 0.05362839251756668, 0.03577529639005661, -0.10897738486528397, 0.05429642274975777, -4.168347508231468e-34, 0.038167357444763184, 0.020064961165189743, 0.07167483866214752, 0.011739232577383518, 0.06074442341923714, 0.06187400221824646, 0.024449452757835388, -0.063156358897686, -0.06517140567302704, 0.03124782256782055, 0.05013667792081833, -0.023971663787961006, -0.034162361174821854, -0.08673487603664398, 0.11002924293279648, -0.04107849672436714, 0.020923038944602013, -0.04850319027900696, -0.058182068169116974, -0.07200665026903152, 0.0033623983617872, -0.012304876931011677, 0.007313436362892389, 0.015662409365177155, -0.034208256751298904, 0.025047002360224724, -0.03425269573926926, -0.09929566830396652, -0.06536433100700378, -0.015749963000416756, 0.018909379839897156, 0.0463813841342926, -0.11147288233041763, -0.016765521839261055, 0.0009525808854959905, 0.018308550119400024, 0.07603215426206589, -0.09529610723257065, -0.0404677577316761, 0.04868694767355919, -0.01867971569299698, -0.0032593237701803446, -0.06375781446695328, 0.0017011059680953622, 0.034021131694316864, 0.08540463447570801, 0.0029256362468004227, -0.02238924242556095, -0.04021419584751129, 0.08971579372882843, -0.004877299070358276, 0.012291514314711094, -0.09295447170734406, -0.027704153209924698, -0.06836164742708206, -0.017537683248519897, 0.0011762914946302772, 0.0029090496245771646, -0.011028462089598179, -0.016340455040335655, -0.020612945780158043, 0.026485243812203407, -0.018695568665862083, 0.019146567210555077, -0.05674479901790619, -0.054648205637931824, 0.0007051497232168913, 0.039490409195423126, 0.0030145845375955105, -0.0036458114627748728, -0.034690842032432556, 0.022178465500473976, 0.1155322939157486, -0.04500140994787216, -0.02448921650648117, -0.07065588235855103, -0.03772707283496857, 0.04151744022965431, 0.039165448397397995, -0.013437102548778057, 0.053253527730703354, -0.050924863666296005, -0.0019413833506405354, -0.013656686060130596, 0.09407185018062592, -0.014338000677525997, 0.006536328699439764, -0.07353159785270691, -0.06452901661396027, 0.011960314586758614, 0.0013687005266547203, 0.039458539336919785, -0.04328814148902893, 0.04260871559381485, -0.04582475125789642, -7.481540324983992e-34, -0.020250404253602028, 0.017191002145409584, -0.07661984860897064, 0.06635075807571411, -0.024760477244853973, 0.012824547477066517, -0.008497105911374092, 0.07989659905433655, -0.053460102528333664, 0.10102003812789917, 0.04269682988524437, -0.03348306193947792, 0.02621421404182911, -0.009107762016355991, -0.018693864345550537, 0.03275316208600998, -0.038326580077409744, -0.03611787036061287, -0.02799932286143303, 0.029080571606755257, -0.052049096673727036, 0.07090308517217636, -0.0014932600315660238, 0.11672784388065338, -0.055571913719177246, 0.08843892812728882, 0.019704019650816917, 0.09416928887367249, -0.11866782605648041, 0.06779134273529053, 0.03949467092752457, -0.008577882312238216, -0.02747223898768425, -0.04836579039692879, 0.030519409105181694, 0.11920172721147537, -0.03135491535067558, 0.024295657873153687, 0.035627491772174835, -0.013201132416725159, 0.023634281009435654, -0.0336323007941246, 0.04940221831202507, -0.0017097585368901491, -0.007764002773910761, -0.06734301894903183, 0.07293007522821426, -0.025012793019413948, 0.057871006429195404, 0.09700993448495865, -0.1425868421792984, -0.016719875857234, -0.04026683792471886, -0.0026698384899646044, -0.006624502595514059, 0.029781170189380646, -0.007566847838461399, -0.032800301909446716, 0.04440024867653847, -0.020113009959459305, -0.044079650193452835, -0.03154338523745537, -0.029153335839509964, -0.04488286375999451, 0.03508151322603226, -0.01072120200842619, -0.011184417642652988, 0.03161780163645744, -0.03918961063027382, -0.08060772716999054, 0.0928688496351242, -0.04394236579537392, -0.09705858677625656, 0.010042812675237656, -0.02517477609217167, -0.03563014045357704, 0.0010358387371525168, 0.0007558473153039813, -0.005478383507579565, 0.03547338768839836, -0.02856362983584404, 0.02232816256582737, 0.023018134757876396, -0.036462970077991486, -0.021563492715358734, -0.06390168517827988, 0.024520937353372574, -0.01542614959180355, -0.051428839564323425, -0.014724557287991047, 0.010922296904027462, 0.046442508697509766, 0.13427726924419403, -0.003292337991297245, 0.011569232679903507, -1.7290128440095032e-8, -0.06200101226568222, 0.06315317004919052, -0.020013196393847466, 0.014170507900416851, 0.10901129245758057, 0.0666341707110405, 0.021428802981972694, -0.006976342760026455, 0.023461630567908287, 0.0825829729437828, 0.041514575481414795, 0.07422037422657013, -0.06329143047332764, 0.044224899262189865, 0.0235599335283041, -0.03735794126987457, -0.07784672826528549, 0.009362475015223026, -0.037950754165649414, -0.0003192663425579667, -0.021570947021245956, -0.0035712134558707476, 0.008533523418009281, -0.044742830097675323, 0.019753793254494667, 0.06275282800197601, -0.024085670709609985, 0.055828340351581573, 0.03752799704670906, -0.01793918013572693, 0.0402340292930603, -0.03505175560712814, 0.006273726001381874, -0.03458942100405693, 0.06047189608216286, -0.07518520206212997, 0.023685049265623093, 0.06286904960870743, -0.0012424264568835497, 0.0346083901822567, -0.11335133761167526, 0.022784769535064697, 0.06305907666683197, -0.02717786841094494, -0.037562206387519836, -0.055445414036512375, 0.005024740472435951, -0.021393699571490288, -0.00712360255420208, 0.039717160165309906, 0.024269185960292816, 0.007631629705429077, 0.019715210422873497, 0.04656999558210373, 0.051852043718099594, 0.023888856172561646, -0.02257036603987217, -0.033814121037721634, -0.04980693757534027, 0.10118423402309418, 0.1359383910894394, 0.07581251859664917, 0.0021378882229328156, 0.052105650305747986 ]
li
/
[ "articles", "articles/filtrable-hnsw" ]
7,011
[ "Filtrable HNSW - Qdrant" ]
/articles/filtrable-hnsw/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ul:nth-of-type(1) > li:nth-of-type(3)
[ -0.007825803011655807, 0.07636253535747528, -0.012029952369630337, 0.11870371550321579, -0.02357262559235096, 0.07180462777614594, -0.005251061171293259, 0.0708870068192482, -0.012350792065262794, 0.0705045759677887, 0.03871509060263634, 0.07755763083696365, -0.004780877847224474, 0.05718802288174629, 0.0031663496047258377, 0.026794424280524254, 0.011290962807834148, 0.028849966824054718, -0.03222966566681862, -0.0013910774141550064, -0.0479712076485157, 0.01720116287469864, 0.040887393057346344, 0.006543710362166166, -0.036699727177619934, 0.027176864445209503, -0.07811229676008224, -0.0661999061703682, 0.018654782325029373, -0.06518815457820892, -0.058344271034002304, 0.015401161275804043, 0.08290210366249084, 0.012541120871901512, -0.005563024431467056, 0.016871485859155655, 0.02225271426141262, -0.03373698517680168, 0.059452902525663376, 0.07987405359745026, 0.07132561504840851, -0.09041918069124222, -0.05230573192238808, -0.02585604414343834, -0.012636175379157066, 0.02492690272629261, -0.04185129329562187, 0.04507310688495636, -0.02785140834748745, 0.05396953970193863, -0.0708509162068367, 0.0003956747823394835, -0.042692217975854874, -0.05098119378089905, 0.04845737665891647, -0.05048566684126854, -0.06916135549545288, 0.03147802874445915, -0.021192889660596848, -0.051153603941202164, 0.1138177141547203, 0.0010095930192619562, -0.12175019085407257, 0.07062985748052597, 0.05186399444937706, 0.01651923544704914, 0.0055224159732460976, -0.00602381257340312, -0.0880105271935463, -0.038554590195417404, -0.007890680804848671, 0.0055165598168969154, -0.03478527441620827, 0.03551929444074631, 0.06949394196271896, -0.0683194100856781, 0.0037194471806287766, -0.019746258854866028, 0.008962671272456646, -0.0398600772023201, -0.0026461973320692778, 0.021028637886047363, -0.015675824135541916, -0.0896521806716919, -0.0015584109351038933, -0.02987876906991005, 0.011330585926771164, -0.03636999800801277, -0.020962269976735115, 0.018185777589678764, -0.04718631133437157, -0.0840756893157959, 0.06521381437778473, -0.0005423943512141705, 0.027040909975767136, 0.02926943078637123, 0.022031983360648155, -0.04961559921503067, 0.034104980528354645, 0.21363753080368042, 0.09641467034816742, 0.02459167130291462, -0.018761467188596725, 0.026361830532550812, -0.02638465166091919, -0.06598100811243057, -0.06030334532260895, 0.03192221000790596, -0.03696434572339058, 0.035608138889074326, -0.06666134297847748, 0.07002371549606323, -0.005667566787451506, -0.016952065750956535, 0.01177851390093565, -0.031644247472286224, 0.07515823096036911, 0.013040785677731037, 0.07660030573606491, -0.0285626333206892, -0.06709456443786621, -0.008389248512685299, -0.01244331430643797, 0.03316299989819527, -0.047403398901224136, -0.012068187817931175, -0.06205436959862709, -6.50826847138557e-33, 0.0017676163697615266, 0.016783226281404495, 0.012047712691128254, 0.09502145648002625, -0.06288209557533264, 0.005089990794658661, -0.016133660450577736, -0.09388154745101929, 0.005582705140113831, -0.035112414509058, -0.04423600435256958, 0.04219838231801987, 0.003604867262765765, -0.003890246618539095, 0.1194738820195198, 0.004308664705604315, -0.09200501441955566, 0.07495350390672684, -0.03489476442337036, -0.03738442435860634, 0.07187556475400925, 0.0001620970870135352, 0.00663934089243412, 0.08763565868139267, -0.01567280851304531, 0.024451982229948044, -0.032437752932310104, -0.1042407974600792, -0.05989954248070717, 0.01653425395488739, 0.021178144961595535, 0.0375552736222744, -0.045456841588020325, -0.06630251556634903, -0.008603023365139961, 0.08277776837348938, 0.03340895101428032, 0.005757605656981468, 0.015020412392914295, -0.05272765830159187, -0.04668276384472847, 0.01616092585027218, -0.03651699423789978, 0.012935652397572994, 0.05244584381580353, 0.07165100425481796, 0.00273493560962379, -0.04946327209472656, 0.048380568623542786, -0.09904401004314423, 0.010320045053958893, 0.013624398037791252, -0.06956108659505844, -0.08024967461824417, 0.09364892542362213, 0.059754110872745514, 0.010400106199085712, 0.025390595197677612, -0.018984748050570488, 0.019585929811000824, 0.13476048409938812, 0.09115861356258392, -0.06016058474779129, 0.06416159868240356, -0.03854234516620636, 0.03326475992798805, -0.04912630841135979, 0.00876343622803688, 0.08946554362773895, -0.017686421051621437, -0.02556888572871685, -0.042191967368125916, 0.0719156488776207, -0.001111710094846785, -0.07915199548006058, 0.03925677761435509, -0.05058399215340614, -0.058690618723630905, -0.11129869520664215, 0.006381281651556492, 0.028413962572813034, -0.013011757284402847, 0.01494846772402525, -0.02657812088727951, -0.023631805554032326, -0.05193307250738144, 0.019995609298348427, -0.05741005018353462, 0.07446442544460297, 0.001406895462423563, 0.033304180949926376, 0.07077629119157791, -0.020597392693161964, 0.03660140559077263, -0.008120471611618996, 4.250262842258977e-33, -0.08174838870763779, -0.0632595419883728, -0.02007977105677128, 0.05457917973399162, 0.014070318080484867, 0.009235234931111336, -0.015528174117207527, 0.058538809418678284, 0.009723367169499397, 0.039093032479286194, 0.002193491905927658, -0.09838100522756577, -0.04019499942660332, 0.109410859644413, -0.003543995786458254, -0.0008584493189118803, 0.10557636618614197, -0.05419372767210007, -0.058501407504081726, 0.09229159355163574, -0.05315110459923744, 0.005280253477394581, -0.030654527246952057, 0.006798156537115574, 0.008887343108654022, 0.010758497752249241, 0.0335441417992115, 0.03890903294086456, -0.02561773918569088, -0.05596288666129112, -0.009622477926313877, -0.11897247284650803, -0.08553345501422882, -0.020470313727855682, -0.03894112631678581, 0.054329175502061844, 0.028046870604157448, 0.02269630692899227, -0.023858554661273956, 0.0048958002589643, 0.14851629734039307, -0.05567716434597969, -0.0014255770947784185, 0.06764626502990723, -0.05037587881088257, 0.0023217443376779556, -0.02614208124577999, -0.013420521281659603, 0.008973763324320316, -0.006584201008081436, -0.03179161250591278, -0.009459692984819412, 0.01451004296541214, -0.01131418626755476, -0.07061371207237244, 0.013670103624463081, -0.038226790726184845, -0.0501728430390358, 0.02538934536278248, 0.031246498227119446, -0.021413642913103104, 0.1110086515545845, -0.13879649341106415, 0.05994456633925438, -0.00982943270355463, -0.06319025158882141, -0.07200011610984802, -0.04098435863852501, 0.04260637238621712, 0.013463165611028671, 0.01709289476275444, 0.04911595955491066, -0.02691570669412613, 0.004036371596157551, 0.007477013859897852, 0.00404063705354929, -0.05421885848045349, 0.07485491037368774, -0.01726367138326168, -0.0860569030046463, -0.05480077117681503, -0.016094502061605453, 0.012212797999382019, 0.04792741313576698, 0.028891224414110184, 0.019557029008865356, 0.04099661111831665, -0.0790971890091896, -0.07491010427474976, 0.007520928978919983, -0.005269830580800772, -0.07206302136182785, -0.014720061793923378, 0.056286849081516266, -0.015435685403645039, -1.2882434674565957e-8, -0.004478012211620808, -0.011971539817750454, -0.015818724408745766, -0.0027120178565382957, 0.006973558571189642, 0.025322651490569115, -0.017541689798235893, -0.009147261269390583, -0.014601749368011951, 0.09554970264434814, -0.04416671395301819, 0.04484785348176956, 0.022751320153474808, 0.06633740663528442, 0.05817941948771477, -0.038849275559186935, -0.00923419464379549, 0.06363040953874588, 0.0006639161147177219, -0.04415637627243996, 0.030812717974185944, 0.03667595982551575, -0.010094390250742435, -0.03291567414999008, 0.058047421276569366, 0.050843287259340286, -0.025725841522216797, -0.06312855333089828, 0.04107203334569931, 0.034073200076818466, -0.08086622506380081, 0.07151629775762558, -0.05126938596367836, -0.03309333324432373, 0.05327695608139038, 0.03539682552218437, 0.03773302957415581, -0.05379940941929817, -0.052822478115558624, -0.07261539995670319, 0.04393613710999489, -0.00589901814237237, 0.0014781792415305972, -0.006814771331846714, 0.03819702938199043, 0.03805533051490784, -0.049060430377721786, -0.028584318235516548, 0.039356816560029984, 0.01782822050154209, 0.029267681762576103, -0.05030759051442146, 0.1194344013929367, 0.024145374074578285, 0.02040395885705948, -0.015752548351883888, 0.08407825976610184, -0.04242986440658569, -0.003407092997804284, -0.011854237876832485, 0.09331264346837997, 0.05660269781947136, 0.14149248600006104, 0.019329527392983437 ]
li
Articles
[ "articles", "articles/filtrable-hnsw" ]
7,012
[ "Filtrable HNSW - Qdrant" ]
/articles/filtrable-hnsw/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ul:nth-of-type(1) > li:nth-of-type(2)
[ -0.1359460949897766, -0.018250174820423126, 0.01159171387553215, -0.05307161435484886, 0.02118542790412903, -0.08700745552778244, -0.006286499090492725, -0.011478456668555737, 0.02877473458647728, -0.03753074258565903, 0.028667796403169632, -0.06563723087310791, 0.017261670902371407, 0.0447867326438427, 0.06995834410190582, -0.014280688017606735, -0.07611478865146637, -0.0007984339026734233, 0.00396058289334178, 0.03618507459759712, -0.021188991144299507, -0.019301533699035645, 0.0014520558761432767, -0.0309266597032547, -0.0038290396332740784, -0.04619739204645157, -0.0015087026404216886, 0.05303669348359108, 0.019487135112285614, -0.07520432025194168, -0.01342039555311203, 0.0108810905367136, 0.08100312948226929, -0.012660110369324684, -0.0007310340879485011, -0.08405119180679321, -0.035865288227796555, -0.035699326545000076, -0.018640905618667603, -0.004218102432787418, 0.055461425334215164, -0.053168270736932755, 0.002927611581981182, 0.023983290418982506, 0.052361588925123215, -0.12840154767036438, 0.0005087977042421699, -0.030800294131040573, 0.006415580399334431, -0.029292816296219826, 0.02648160420358181, 0.016550973057746887, -0.06206633150577545, -0.031874701380729675, -0.03812525048851967, -0.04697762802243233, -0.05490078404545784, 0.02688332460820675, 0.03634081780910492, 0.001284568919800222, -0.017423070967197418, -0.014331644400954247, -0.11350428313016891, 0.01871657185256481, -0.02392006851732731, -0.000013720060451305471, 0.003080069087445736, 0.09524613618850708, -0.022873051464557648, 0.025820571929216385, 0.05591932311654091, -0.036333996802568436, 0.005572757683694363, 0.017275352030992508, 0.011377866379916668, 0.00498285423964262, 0.11429817974567413, 0.00658498564735055, 0.05717247724533081, 0.05637635290622711, -0.043986838310956955, 0.01179630309343338, -0.039637885987758636, 0.09364429116249084, 0.04243344068527222, 0.036286063492298126, 0.04542405530810356, -0.017424849793314934, 0.004043459892272949, 0.0479159839451313, -0.005713532213121653, -0.039452798664569855, 0.1313348263502121, -0.0478350929915905, -0.03276738524436951, -0.006402849685400724, -0.032522838562726974, 0.008942877873778343, -0.11804065108299255, 0.30196014046669006, 0.03072475455701351, -0.0007446144009009004, 0.06116725131869316, 0.010323585011065006, 0.04835638403892517, -0.011666370555758476, 0.05365942418575287, 0.0008785202517174184, 0.014045516029000282, -0.0000465178927697707, -0.044214896857738495, -0.06796947121620178, -0.008975210599601269, 0.020879508927464485, 0.0043714093044400215, 0.057778291404247284, -0.019818514585494995, 0.008665429428219795, 0.0019135186448693275, 0.03756525740027428, -0.03749080002307892, 0.07593729346990585, -0.01855173148214817, 0.05362839251756668, 0.03577529639005661, -0.10897738486528397, 0.05429642274975777, -4.168347508231468e-34, 0.038167357444763184, 0.020064961165189743, 0.07167483866214752, 0.011739232577383518, 0.06074442341923714, 0.06187400221824646, 0.024449452757835388, -0.063156358897686, -0.06517140567302704, 0.03124782256782055, 0.05013667792081833, -0.023971663787961006, -0.034162361174821854, -0.08673487603664398, 0.11002924293279648, -0.04107849672436714, 0.020923038944602013, -0.04850319027900696, -0.058182068169116974, -0.07200665026903152, 0.0033623983617872, -0.012304876931011677, 0.007313436362892389, 0.015662409365177155, -0.034208256751298904, 0.025047002360224724, -0.03425269573926926, -0.09929566830396652, -0.06536433100700378, -0.015749963000416756, 0.018909379839897156, 0.0463813841342926, -0.11147288233041763, -0.016765521839261055, 0.0009525808854959905, 0.018308550119400024, 0.07603215426206589, -0.09529610723257065, -0.0404677577316761, 0.04868694767355919, -0.01867971569299698, -0.0032593237701803446, -0.06375781446695328, 0.0017011059680953622, 0.034021131694316864, 0.08540463447570801, 0.0029256362468004227, -0.02238924242556095, -0.04021419584751129, 0.08971579372882843, -0.004877299070358276, 0.012291514314711094, -0.09295447170734406, -0.027704153209924698, -0.06836164742708206, -0.017537683248519897, 0.0011762914946302772, 0.0029090496245771646, -0.011028462089598179, -0.016340455040335655, -0.020612945780158043, 0.026485243812203407, -0.018695568665862083, 0.019146567210555077, -0.05674479901790619, -0.054648205637931824, 0.0007051497232168913, 0.039490409195423126, 0.0030145845375955105, -0.0036458114627748728, -0.034690842032432556, 0.022178465500473976, 0.1155322939157486, -0.04500140994787216, -0.02448921650648117, -0.07065588235855103, -0.03772707283496857, 0.04151744022965431, 0.039165448397397995, -0.013437102548778057, 0.053253527730703354, -0.050924863666296005, -0.0019413833506405354, -0.013656686060130596, 0.09407185018062592, -0.014338000677525997, 0.006536328699439764, -0.07353159785270691, -0.06452901661396027, 0.011960314586758614, 0.0013687005266547203, 0.039458539336919785, -0.04328814148902893, 0.04260871559381485, -0.04582475125789642, -7.481540324983992e-34, -0.020250404253602028, 0.017191002145409584, -0.07661984860897064, 0.06635075807571411, -0.024760477244853973, 0.012824547477066517, -0.008497105911374092, 0.07989659905433655, -0.053460102528333664, 0.10102003812789917, 0.04269682988524437, -0.03348306193947792, 0.02621421404182911, -0.009107762016355991, -0.018693864345550537, 0.03275316208600998, -0.038326580077409744, -0.03611787036061287, -0.02799932286143303, 0.029080571606755257, -0.052049096673727036, 0.07090308517217636, -0.0014932600315660238, 0.11672784388065338, -0.055571913719177246, 0.08843892812728882, 0.019704019650816917, 0.09416928887367249, -0.11866782605648041, 0.06779134273529053, 0.03949467092752457, -0.008577882312238216, -0.02747223898768425, -0.04836579039692879, 0.030519409105181694, 0.11920172721147537, -0.03135491535067558, 0.024295657873153687, 0.035627491772174835, -0.013201132416725159, 0.023634281009435654, -0.0336323007941246, 0.04940221831202507, -0.0017097585368901491, -0.007764002773910761, -0.06734301894903183, 0.07293007522821426, -0.025012793019413948, 0.057871006429195404, 0.09700993448495865, -0.1425868421792984, -0.016719875857234, -0.04026683792471886, -0.0026698384899646044, -0.006624502595514059, 0.029781170189380646, -0.007566847838461399, -0.032800301909446716, 0.04440024867653847, -0.020113009959459305, -0.044079650193452835, -0.03154338523745537, -0.029153335839509964, -0.04488286375999451, 0.03508151322603226, -0.01072120200842619, -0.011184417642652988, 0.03161780163645744, -0.03918961063027382, -0.08060772716999054, 0.0928688496351242, -0.04394236579537392, -0.09705858677625656, 0.010042812675237656, -0.02517477609217167, -0.03563014045357704, 0.0010358387371525168, 0.0007558473153039813, -0.005478383507579565, 0.03547338768839836, -0.02856362983584404, 0.02232816256582737, 0.023018134757876396, -0.036462970077991486, -0.021563492715358734, -0.06390168517827988, 0.024520937353372574, -0.01542614959180355, -0.051428839564323425, -0.014724557287991047, 0.010922296904027462, 0.046442508697509766, 0.13427726924419403, -0.003292337991297245, 0.011569232679903507, -1.7290128440095032e-8, -0.06200101226568222, 0.06315317004919052, -0.020013196393847466, 0.014170507900416851, 0.10901129245758057, 0.0666341707110405, 0.021428802981972694, -0.006976342760026455, 0.023461630567908287, 0.0825829729437828, 0.041514575481414795, 0.07422037422657013, -0.06329143047332764, 0.044224899262189865, 0.0235599335283041, -0.03735794126987457, -0.07784672826528549, 0.009362475015223026, -0.037950754165649414, -0.0003192663425579667, -0.021570947021245956, -0.0035712134558707476, 0.008533523418009281, -0.044742830097675323, 0.019753793254494667, 0.06275282800197601, -0.024085670709609985, 0.055828340351581573, 0.03752799704670906, -0.01793918013572693, 0.0402340292930603, -0.03505175560712814, 0.006273726001381874, -0.03458942100405693, 0.06047189608216286, -0.07518520206212997, 0.023685049265623093, 0.06286904960870743, -0.0012424264568835497, 0.0346083901822567, -0.11335133761167526, 0.022784769535064697, 0.06305907666683197, -0.02717786841094494, -0.037562206387519836, -0.055445414036512375, 0.005024740472435951, -0.021393699571490288, -0.00712360255420208, 0.039717160165309906, 0.024269185960292816, 0.007631629705429077, 0.019715210422873497, 0.04656999558210373, 0.051852043718099594, 0.023888856172561646, -0.02257036603987217, -0.033814121037721634, -0.04980693757534027, 0.10118423402309418, 0.1359383910894394, 0.07581251859664917, 0.0021378882229328156, 0.052105650305747986 ]
li
/
[ "articles", "articles/filtrable-hnsw" ]
7,013
[ "Filtrable HNSW - Qdrant" ]
/articles/filtrable-hnsw/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ul:nth-of-type(1) > li:nth-of-type(5)
[ -0.07745631039142609, 0.006582682486623526, -0.0028027277439832687, 0.04357463866472244, 0.01641889102756977, 0.047957643866539, 0.07221507281064987, 0.0343962125480175, -0.12438082695007324, -0.08718494325876236, 0.008216324262320995, -0.050789669156074524, -0.05436446890234947, 0.07387536019086838, -0.08036758005619049, -0.018860988318920135, -0.04698193445801735, -0.09552206099033356, -0.07161910086870193, -0.01652947999536991, 0.05359305068850517, 0.07788942009210587, -0.020314211025834084, 0.014410399831831455, -0.0390578918159008, -0.01699867844581604, -0.02153030037879944, 0.03357900306582451, 0.042904287576675415, -0.06157941743731499, 0.00637822924181819, -0.05087276175618172, -0.07835884392261505, 0.01905016228556633, 0.04606357961893082, 0.017740406095981598, 0.04143749922513962, 0.031720370054244995, -0.007899140939116478, -0.025815989822149277, 0.003010020824149251, -0.046840228140354156, -0.01711503602564335, 0.025334428995847702, -0.050030313432216644, -0.03184252604842186, 0.04830874130129814, -0.008455345407128334, -0.059377726167440414, 0.07120035588741302, -0.0188128761947155, 0.009103124029934406, 0.028637122362852097, 0.08794756978750229, 0.042876265943050385, -0.003539711469784379, -0.09408335387706757, -0.047270383685827255, 0.026356443762779236, -0.03577186539769173, -0.07571979612112045, -0.02625271864235401, -0.03575810045003891, -0.044169582426548004, 0.07800477743148804, 0.0011401810916140676, 0.00326842674985528, 0.0038777904119342566, 0.03715699538588524, 0.07506309449672699, 0.01602587290108204, -0.005997356027364731, -0.027638860046863556, -0.024416157975792885, 0.048490799963474274, -0.03179473802447319, 0.014835376292467117, -0.032882921397686005, 0.08373938500881195, 0.022399745881557465, 0.035713132470846176, -0.057287443429231644, -0.02566930279135704, 0.06962300837039948, -0.011521706357598305, -0.02922825515270233, -0.08875367790460587, -0.06503662467002869, -0.007472050841897726, -0.053491685539484024, -0.07628201693296432, -0.034585367888212204, -0.03915254399180412, -0.012733863666653633, -0.03728922829031944, 0.013272949494421482, -0.008912138640880585, 0.028134239837527275, 0.049364592880010605, 0.0926482230424881, -0.09766722470521927, -0.07728898525238037, -0.01445466373115778, -0.0007969158468768001, 0.008291833102703094, -0.004717910196632147, 0.027147674933075905, 0.12898993492126465, 0.035471998155117035, -0.0031971344724297523, -0.023886919021606445, 0.06471806019544601, 0.023610197007656097, -0.04648229479789734, 0.0035679731518030167, 0.0047858343459665775, 0.032653361558914185, 0.019212301820516586, -0.04575788974761963, -0.02723625674843788, -0.015307982452213764, 0.01780182495713234, 0.04308902844786644, -0.0019342139130458236, 0.10483237355947495, -0.05153046175837517, 0.011851774528622627, 1.234939926662836e-33, 0.07124791294336319, -0.02163887768983841, -0.016015520319342613, -0.04817458614706993, 0.036364439874887466, -0.08528764545917511, 0.056630779057741165, 0.009104734286665916, -0.024980051442980766, -0.043965667486190796, -0.027579518035054207, 0.046367958188056946, -0.14053921401500702, -0.02627452090382576, 0.013270300813019276, -0.08596686273813248, 0.02481893263757229, -0.02874426357448101, -0.014485299587249756, -0.0014085427392274141, 0.05132986605167389, 0.027866045013070107, 0.01354778092354536, -0.046654485166072845, -0.024324094876646996, -0.08043810725212097, 0.028782639652490616, 0.020511554554104805, 0.060484226793050766, 0.05420755594968796, 0.06239676848053932, -0.02427101880311966, 0.036756161600351334, -0.0037848285865038633, 0.004284118767827749, -0.014976938255131245, -0.11973550915718079, 0.056865401566028595, 0.030856233090162277, -0.06895133852958679, 0.04705103486776352, 0.10069824755191803, -0.007945657707750797, -0.034368496388196945, 0.0715477466583252, -0.022202445194125175, 0.028692252933979034, 0.03308558836579323, -0.10400427132844925, 0.027584629133343697, 0.06998594105243683, -0.02726069651544094, -0.0522855706512928, -0.03570405766367912, 0.07567603141069412, -0.041235752403736115, 0.039125531911849976, 0.10159631073474884, 0.04615112021565437, 0.04725056141614914, -0.030289549380540848, 0.018568508327007294, -0.007153112906962633, 0.004487755708396435, 0.020537447184324265, -0.03305827081203461, 0.03340662270784378, -0.010177691467106342, -0.0278081763535738, -0.08757273852825165, -0.06065913289785385, 0.025848669931292534, -0.022948434576392174, 0.11072029918432236, 0.00681764492765069, -0.07680779695510864, 0.04271811991930008, -0.031397461891174316, 0.014093082398176193, -0.027126513421535492, -0.039087507873773575, 0.005014990922063589, 0.025407657027244568, 0.05342036485671997, -0.04789368063211441, -0.07086378335952759, 0.010455401614308357, -0.0730881541967392, -0.03673600032925606, -0.10421665012836456, 0.053327418863773346, 0.0033062517177313566, 0.05515395477414131, -0.1210501492023468, -0.009762508794665337, -9.059221802745471e-34, 0.06656144559383392, -0.029960012063384056, -0.004283548332750797, 0.07599206268787384, -0.006903207860887051, 0.08565367013216019, 0.008183644153177738, 0.059685803949832916, 0.07593683153390884, 0.05057993531227112, 0.08208226412534714, -0.009569594636559486, 0.009567455388605595, -0.09813259541988373, 0.008607990108430386, 0.030567677691578865, 0.057521481066942215, -0.004835606552660465, 0.015137176029384136, 0.025242751464247704, -0.062214963138103485, 0.05544663593173027, 0.00019853177946060896, 0.005807903129607439, -0.0429694764316082, 0.037140436470508575, -0.028817612677812576, 0.07799434661865234, 0.03505297005176544, 0.07618658989667892, -0.0218854658305645, -0.05194771662354469, 0.016855303198099136, 0.004553454462438822, -0.005010496359318495, -0.00934685580432415, 0.06658367067575455, 0.08373231440782547, -0.04443288594484329, -0.03597120940685272, 0.07733895629644394, -0.026438333094120026, -0.011406122706830502, 0.05092184618115425, -0.04427919164299965, 0.06697560846805573, -0.007976207882165909, -0.06453759968280792, -0.05749332904815674, 0.07293639332056046, -0.0016237167874351144, 0.005053728353232145, 0.02179739810526371, 0.020119696855545044, -0.02541574463248253, 0.03445301204919815, 0.05759395658969879, -0.0012121200561523438, -0.05198938399553299, 0.038394905626773834, -0.006013641133904457, -0.06324338167905807, -0.005534002557396889, 0.06279657036066055, 0.07243946194648743, -0.021746451035141945, -0.08981778472661972, -0.01027587242424488, 0.08649186044931412, -0.06442397832870483, 0.0697692334651947, 0.003556313458830118, -0.02240108884871006, -0.029917342588305473, 0.06306441873311996, -0.07982901483774185, 0.03790140151977539, -0.03602023050189018, -0.05209880322217941, 0.001314448774792254, -0.04266026243567467, 0.055904995650053024, -0.04444517195224762, 0.004275928251445293, 0.1518162339925766, -0.07925529778003693, 0.06423159688711166, -0.047325022518634796, -0.009117377921938896, 0.0013768177013844252, 0.08866191655397415, 0.005893295630812645, 0.0011630239896476269, -0.013006228022277355, -0.03673067316412926, -1.4022725203233222e-8, -0.006668559741228819, -0.0226121973246336, -0.045858368277549744, 0.009664670564234257, 0.017223630100488663, 0.038191430270671844, 0.014931406825780869, -0.03508433327078819, -0.016129668802022934, 0.10231075435876846, 0.022977178916335106, 0.07966825366020203, -0.01319500245153904, -0.07806278020143509, -0.002788364188745618, -0.13313990831375122, -0.05161525681614876, 0.07239776104688644, -0.08028300106525421, -0.0036014101933687925, -0.05018766224384308, 0.034835655242204666, -0.04813694208860397, 0.10537845641374588, 0.0210309699177742, 0.04933735355734825, 0.047346096485853195, -0.08764173835515976, 0.028562238439917564, 0.019723648205399513, -0.01538969948887825, 0.08069411665201187, 0.011425056494772434, 0.08047431707382202, -0.08904300630092621, 0.027516381815075874, -0.0016488766996189952, 0.07079508155584335, -0.07301341742277145, 0.04010224714875221, 0.0547332689166069, 0.07164996862411499, -0.04020880535244942, 0.019543826580047607, -0.0183480903506279, 0.006560901179909706, -0.054749272763729095, 0.009158848784863949, 0.011839551851153374, 0.07255461812019348, 0.04982658848166466, 0.05239979550242424, 0.020977746695280075, -0.0755884125828743, -0.09820752590894699, 0.029111448675394058, 0.046810928732156754, -0.05905754491686821, -0.04195498302578926, -0.03199472650885582, 0.13505949079990387, -0.013884398154914379, 0.04722489044070244, 0.057483136653900146 ]
li
Filtrable HNSW
[ "articles", "articles/filtrable-hnsw" ]
7,014
[ "Filtrable HNSW - Qdrant" ]
/articles/filtrable-hnsw/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h1
[ -0.07745631039142609, 0.006582682486623526, -0.0028027277439832687, 0.04357463866472244, 0.01641889102756977, 0.047957643866539, 0.07221507281064987, 0.0343962125480175, -0.12438082695007324, -0.08718494325876236, 0.008216324262320995, -0.050789669156074524, -0.05436446890234947, 0.07387536019086838, -0.08036758005619049, -0.018860988318920135, -0.04698193445801735, -0.09552206099033356, -0.07161910086870193, -0.01652947999536991, 0.05359305068850517, 0.07788942009210587, -0.020314211025834084, 0.014410399831831455, -0.0390578918159008, -0.01699867844581604, -0.02153030037879944, 0.03357900306582451, 0.042904287576675415, -0.06157941743731499, 0.00637822924181819, -0.05087276175618172, -0.07835884392261505, 0.01905016228556633, 0.04606357961893082, 0.017740406095981598, 0.04143749922513962, 0.031720370054244995, -0.007899140939116478, -0.025815989822149277, 0.003010020824149251, -0.046840228140354156, -0.01711503602564335, 0.025334428995847702, -0.050030313432216644, -0.03184252604842186, 0.04830874130129814, -0.008455345407128334, -0.059377726167440414, 0.07120035588741302, -0.0188128761947155, 0.009103124029934406, 0.028637122362852097, 0.08794756978750229, 0.042876265943050385, -0.003539711469784379, -0.09408335387706757, -0.047270383685827255, 0.026356443762779236, -0.03577186539769173, -0.07571979612112045, -0.02625271864235401, -0.03575810045003891, -0.044169582426548004, 0.07800477743148804, 0.0011401810916140676, 0.00326842674985528, 0.0038777904119342566, 0.03715699538588524, 0.07506309449672699, 0.01602587290108204, -0.005997356027364731, -0.027638860046863556, -0.024416157975792885, 0.048490799963474274, -0.03179473802447319, 0.014835376292467117, -0.032882921397686005, 0.08373938500881195, 0.022399745881557465, 0.035713132470846176, -0.057287443429231644, -0.02566930279135704, 0.06962300837039948, -0.011521706357598305, -0.02922825515270233, -0.08875367790460587, -0.06503662467002869, -0.007472050841897726, -0.053491685539484024, -0.07628201693296432, -0.034585367888212204, -0.03915254399180412, -0.012733863666653633, -0.03728922829031944, 0.013272949494421482, -0.008912138640880585, 0.028134239837527275, 0.049364592880010605, 0.0926482230424881, -0.09766722470521927, -0.07728898525238037, -0.01445466373115778, -0.0007969158468768001, 0.008291833102703094, -0.004717910196632147, 0.027147674933075905, 0.12898993492126465, 0.035471998155117035, -0.0031971344724297523, -0.023886919021606445, 0.06471806019544601, 0.023610197007656097, -0.04648229479789734, 0.0035679731518030167, 0.0047858343459665775, 0.032653361558914185, 0.019212301820516586, -0.04575788974761963, -0.02723625674843788, -0.015307982452213764, 0.01780182495713234, 0.04308902844786644, -0.0019342139130458236, 0.10483237355947495, -0.05153046175837517, 0.011851774528622627, 1.234939926662836e-33, 0.07124791294336319, -0.02163887768983841, -0.016015520319342613, -0.04817458614706993, 0.036364439874887466, -0.08528764545917511, 0.056630779057741165, 0.009104734286665916, -0.024980051442980766, -0.043965667486190796, -0.027579518035054207, 0.046367958188056946, -0.14053921401500702, -0.02627452090382576, 0.013270300813019276, -0.08596686273813248, 0.02481893263757229, -0.02874426357448101, -0.014485299587249756, -0.0014085427392274141, 0.05132986605167389, 0.027866045013070107, 0.01354778092354536, -0.046654485166072845, -0.024324094876646996, -0.08043810725212097, 0.028782639652490616, 0.020511554554104805, 0.060484226793050766, 0.05420755594968796, 0.06239676848053932, -0.02427101880311966, 0.036756161600351334, -0.0037848285865038633, 0.004284118767827749, -0.014976938255131245, -0.11973550915718079, 0.056865401566028595, 0.030856233090162277, -0.06895133852958679, 0.04705103486776352, 0.10069824755191803, -0.007945657707750797, -0.034368496388196945, 0.0715477466583252, -0.022202445194125175, 0.028692252933979034, 0.03308558836579323, -0.10400427132844925, 0.027584629133343697, 0.06998594105243683, -0.02726069651544094, -0.0522855706512928, -0.03570405766367912, 0.07567603141069412, -0.041235752403736115, 0.039125531911849976, 0.10159631073474884, 0.04615112021565437, 0.04725056141614914, -0.030289549380540848, 0.018568508327007294, -0.007153112906962633, 0.004487755708396435, 0.020537447184324265, -0.03305827081203461, 0.03340662270784378, -0.010177691467106342, -0.0278081763535738, -0.08757273852825165, -0.06065913289785385, 0.025848669931292534, -0.022948434576392174, 0.11072029918432236, 0.00681764492765069, -0.07680779695510864, 0.04271811991930008, -0.031397461891174316, 0.014093082398176193, -0.027126513421535492, -0.039087507873773575, 0.005014990922063589, 0.025407657027244568, 0.05342036485671997, -0.04789368063211441, -0.07086378335952759, 0.010455401614308357, -0.0730881541967392, -0.03673600032925606, -0.10421665012836456, 0.053327418863773346, 0.0033062517177313566, 0.05515395477414131, -0.1210501492023468, -0.009762508794665337, -9.059221802745471e-34, 0.06656144559383392, -0.029960012063384056, -0.004283548332750797, 0.07599206268787384, -0.006903207860887051, 0.08565367013216019, 0.008183644153177738, 0.059685803949832916, 0.07593683153390884, 0.05057993531227112, 0.08208226412534714, -0.009569594636559486, 0.009567455388605595, -0.09813259541988373, 0.008607990108430386, 0.030567677691578865, 0.057521481066942215, -0.004835606552660465, 0.015137176029384136, 0.025242751464247704, -0.062214963138103485, 0.05544663593173027, 0.00019853177946060896, 0.005807903129607439, -0.0429694764316082, 0.037140436470508575, -0.028817612677812576, 0.07799434661865234, 0.03505297005176544, 0.07618658989667892, -0.0218854658305645, -0.05194771662354469, 0.016855303198099136, 0.004553454462438822, -0.005010496359318495, -0.00934685580432415, 0.06658367067575455, 0.08373231440782547, -0.04443288594484329, -0.03597120940685272, 0.07733895629644394, -0.026438333094120026, -0.011406122706830502, 0.05092184618115425, -0.04427919164299965, 0.06697560846805573, -0.007976207882165909, -0.06453759968280792, -0.05749332904815674, 0.07293639332056046, -0.0016237167874351144, 0.005053728353232145, 0.02179739810526371, 0.020119696855545044, -0.02541574463248253, 0.03445301204919815, 0.05759395658969879, -0.0012121200561523438, -0.05198938399553299, 0.038394905626773834, -0.006013641133904457, -0.06324338167905807, -0.005534002557396889, 0.06279657036066055, 0.07243946194648743, -0.021746451035141945, -0.08981778472661972, -0.01027587242424488, 0.08649186044931412, -0.06442397832870483, 0.0697692334651947, 0.003556313458830118, -0.02240108884871006, -0.029917342588305473, 0.06306441873311996, -0.07982901483774185, 0.03790140151977539, -0.03602023050189018, -0.05209880322217941, 0.001314448774792254, -0.04266026243567467, 0.055904995650053024, -0.04444517195224762, 0.004275928251445293, 0.1518162339925766, -0.07925529778003693, 0.06423159688711166, -0.047325022518634796, -0.009117377921938896, 0.0013768177013844252, 0.08866191655397415, 0.005893295630812645, 0.0011630239896476269, -0.013006228022277355, -0.03673067316412926, -1.4022725203233222e-8, -0.006668559741228819, -0.0226121973246336, -0.045858368277549744, 0.009664670564234257, 0.017223630100488663, 0.038191430270671844, 0.014931406825780869, -0.03508433327078819, -0.016129668802022934, 0.10231075435876846, 0.022977178916335106, 0.07966825366020203, -0.01319500245153904, -0.07806278020143509, -0.002788364188745618, -0.13313990831375122, -0.05161525681614876, 0.07239776104688644, -0.08028300106525421, -0.0036014101933687925, -0.05018766224384308, 0.034835655242204666, -0.04813694208860397, 0.10537845641374588, 0.0210309699177742, 0.04933735355734825, 0.047346096485853195, -0.08764173835515976, 0.028562238439917564, 0.019723648205399513, -0.01538969948887825, 0.08069411665201187, 0.011425056494772434, 0.08047431707382202, -0.08904300630092621, 0.027516381815075874, -0.0016488766996189952, 0.07079508155584335, -0.07301341742277145, 0.04010224714875221, 0.0547332689166069, 0.07164996862411499, -0.04020880535244942, 0.019543826580047607, -0.0183480903506279, 0.006560901179909706, -0.054749272763729095, 0.009158848784863949, 0.011839551851153374, 0.07255461812019348, 0.04982658848166466, 0.05239979550242424, 0.020977746695280075, -0.0755884125828743, -0.09820752590894699, 0.029111448675394058, 0.046810928732156754, -0.05905754491686821, -0.04195498302578926, -0.03199472650885582, 0.13505949079990387, -0.013884398154914379, 0.04722489044070244, 0.057483136653900146 ]
h1
Filtrable HNSW
[ "articles", "articles/filtrable-hnsw" ]
7,015
[ "Filtrable HNSW - Qdrant", "Filtrable HNSW" ]
/articles/filtrable-hnsw/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(1)
[ -0.12239910662174225, -0.08692429214715958, -0.06637804210186005, -0.04906853660941124, 0.04147666320204735, -0.024038132280111313, 0.0293487049639225, -0.020791111513972282, 0.01123040821403265, -0.06526719033718109, -0.03302404284477234, -0.013492883183062077, -0.0015734749613329768, 0.0705055221915245, 0.0320877768099308, -0.01152433268725872, 0.015005290508270264, 0.13470391929149628, 0.07957039773464203, 0.0065318080596625805, -0.01753983087837696, 0.009544529020786285, 0.031287502497434616, -0.025618718937039375, -0.03105383925139904, 0.05155022069811821, 0.06807258725166321, -0.04828750714659691, -0.020926840603351593, -0.09903773665428162, 0.09295962750911713, 0.05187824368476868, -0.020599378272891045, 0.04701581224799156, -0.07619649916887283, 0.0477617047727108, -0.04073534533381462, 0.024731038138270378, -0.05841222032904625, -0.05409979075193405, -0.08505859971046448, 0.08867297321557999, -0.020687799900770187, 0.049169525504112244, 0.06866738200187683, 0.006022455636411905, -0.05608920753002167, -0.023546436801552773, 0.08081751316785812, -0.011078688316047192, -0.08387281000614166, -0.08523620665073395, -0.014340105466544628, 0.008344166912138462, 0.053239960223436356, 0.009459340944886208, 0.006569701246917248, -0.057317595928907394, 0.009154210798442364, -0.05948600918054581, 0.05333581566810608, 0.006674627773463726, 0.07284525036811829, 0.007221526000648737, -0.020532475784420967, 0.0597539059817791, 0.011498520150780678, 0.1263798624277115, 0.03866131231188774, -0.039288561791181564, -0.050094954669475555, 0.016381889581680298, -0.02884668856859207, 0.11008905619382858, -0.04690752178430557, 0.10138662159442902, 0.011147228069603443, -0.017762083560228348, 0.03723130747675896, -0.02859465405344963, -0.11576453596353531, 0.04545775428414345, -0.016218451783061028, -0.0046692416071891785, 0.06519268453121185, 0.03414230793714523, -0.0022443204652518034, 0.04180571809411049, 0.046038493514060974, 0.01299234014004469, 0.011012331582605839, 0.019777962937951088, 0.02365659363567829, -0.044353798031806946, -0.007998140528798103, -0.03281601890921593, 0.090213842689991, 0.006495101843029261, 0.023858049884438515, 0.03712089732289314, -0.023573584854602814, 0.005848830100148916, 0.04308921843767166, 0.051123227924108505, -0.0010779974982142448, 0.060955971479415894, -0.04742252826690674, -0.08596686273813248, 0.054034192115068436, -0.05837219953536987, -0.05633913725614548, 0.02089928276836872, -0.07664306461811066, -0.09710188955068588, 0.040397774428129196, -0.084696926176548, 0.04251788929104805, -0.025583015754818916, 0.07701186835765839, 0.04097520560026169, -0.018748071044683456, -0.005414991173893213, -0.0620214082300663, 0.028912371024489403, -0.004394004121422768, 0.03832300007343292, -0.11315025389194489, 2.6322541940826163e-33, -0.018728837370872498, 0.04544716700911522, -0.00957910530269146, 0.020635902881622314, 0.003948134370148182, -0.06890696287155151, 0.03533574193716049, 0.1298261135816574, -0.028004689142107964, -0.027654701843857765, -0.0970146656036377, 0.07084252685308456, -0.029463259503245354, 0.055028729140758514, 0.008449848741292953, -0.0716812014579773, 0.04565814882516861, 0.00233327504247427, -0.04186221584677696, -0.04104611277580261, -0.08008572459220886, -0.03847990185022354, 0.01691526360809803, 0.04567475616931915, 0.024611104279756546, 0.010762255638837814, 0.044416043907403946, -0.0963798388838768, 0.014962617307901382, -0.006727391388267279, 0.045019641518592834, -0.021486112847924232, 0.015578752383589745, 0.06552252173423767, 0.04567284882068634, -0.0471140593290329, -0.06411878019571304, -0.03216419368982315, -0.030696608126163483, -0.09896092861890793, 0.022955747321248055, -0.0005923996795900166, -0.004003614652901888, 0.0015687482664361596, -0.01101087499409914, 0.027026917785406113, 0.031262658536434174, -0.003856115974485874, 0.0682692900300026, -0.048730384558439255, 0.07829505205154419, 0.04415434971451759, -0.07586463540792465, -0.007228890433907509, -0.013838015496730804, -0.019253483042120934, -0.029208816587924957, 0.06086888164281845, 0.05273605138063431, -0.0007425642688758671, 0.01034300122410059, 0.04040808975696564, 0.0567413754761219, -0.07784400880336761, 0.018337301909923553, -0.023217566311359406, -0.023878177627921104, -0.02435867302119732, -0.011264665983617306, 0.09356262534856796, 0.024814486503601074, 0.049909379333257675, -0.0648336261510849, -0.0019137384369969368, -0.024996871128678322, -0.00824199803173542, -0.0047910441644489765, -0.08978147804737091, -0.06558459252119064, -0.026141487061977386, -0.07596628367900848, -0.029831944033503532, 0.03392722085118294, -0.060051724314689636, -0.0258939191699028, -0.0846710205078125, 0.10291501879692078, -0.11685257405042648, -0.005091377999633551, 0.01709742844104767, 0.0006539285532198846, 0.028972631320357323, -0.07835786789655685, 0.010852991603314877, -0.03830687701702118, -2.9463975288291877e-33, -0.0004779434239026159, -0.094460129737854, -0.01344483345746994, 0.005456876941025257, -0.01378258690237999, 0.027676157653331757, -0.040270693600177765, -0.06409384310245514, -0.01889922469854355, -0.008179743774235249, -0.07458771765232086, -0.0662829726934433, 0.11302005499601364, -0.05657295137643814, 0.01692657731473446, 0.04671403393149376, -0.050237905234098434, -0.045956119894981384, -0.00008043048001127318, 0.01925773359835148, -0.04297519102692604, 0.03034636564552784, -0.01423482596874237, -0.06466224789619446, 0.003911760635674, 0.01920946314930916, -0.012803200632333755, -0.03665951266884804, -0.05894467979669571, -0.03334243968129158, -0.03806210681796074, 0.03943335637450218, -0.01873086206614971, -0.029337992891669273, -0.014974546618759632, 0.0051953657530248165, 0.046749137341976166, 0.014960216358304024, 0.03537505492568016, -0.019012991338968277, 0.0006885852199047804, 0.06935382634401321, -0.0065026916563510895, -0.005323274992406368, -0.06299394369125366, -0.05718308314681053, -0.10568712651729584, 0.06969797611236572, 0.08239331096410751, 0.016330737620592117, 0.03680996596813202, -0.023278379812836647, -0.03521972894668579, -0.03722304105758667, 0.005201770458370447, 0.022493602707982063, -0.024850916117429733, 0.010393142700195312, 0.07295463979244232, 0.013632613234221935, -0.04688892886042595, -0.0522303432226181, 0.036584462970495224, 0.06573890894651413, 0.030146433040499687, -0.05853404104709625, -0.05336024984717369, 0.007399598136544228, -0.050432782620191574, -0.0012900125002488494, 0.038962285965681076, 0.0617188923060894, 0.005530852358788252, 0.04641467705368996, -0.05675220116972923, -0.03311317786574364, 0.11877577006816864, 0.016042212024331093, 0.023130374029278755, -0.029765451326966286, 0.10241646319627762, 0.007080816198140383, 0.049618612974882126, 0.08292774856090546, -0.047191277146339417, 0.11229429394006729, 0.00017109738837461919, -0.027675343677401543, 0.027468740940093994, 0.010165264829993248, -0.018051166087388992, 0.06507895886898041, -0.026542281731963158, 0.041170086711645126, 0.030967624858021736, -3.880050059024143e-8, -0.04123568534851074, -0.07380702346563339, 0.010559983551502228, -0.02589546889066696, -0.004132400266826153, 0.016898149624466896, -0.02401931770145893, 0.04780403524637222, -0.10031134635210037, 0.01936161145567894, -0.011475975625216961, -0.04198886826634407, -0.018117109313607216, -0.0019671530462801456, 0.022830188274383545, -0.010915194638073444, 0.010913502424955368, -0.05560344085097313, -0.022789470851421356, 0.13779179751873016, 0.02386014722287655, 0.12293186038732529, -0.008887180127203465, 0.04409778490662575, -0.0025150261353701353, -0.02290327474474907, 0.00044361199252307415, -0.05281437188386917, 0.11569780111312866, -0.0327688567340374, -0.03203649818897247, 0.06014268472790718, 0.03400468826293945, -0.09971991926431656, 0.10982127487659454, 0.1022527739405632, -0.05085841938853264, 0.005470431409776211, -0.08520931005477905, 0.08328383415937424, 0.033975258469581604, -0.018617557361721992, 0.009810674004256725, -0.016288036480545998, 0.059141118079423904, 0.05548941716551781, 0.02474825270473957, -0.07766739279031754, -0.029755616560578346, -0.00458171870559454, 0.03495204448699951, -0.019942037761211395, -0.08374033123254776, 0.023530984297394753, -0.1155008003115654, 0.025780240073800087, -0.045792106539011, -0.02759348414838314, 0.08439583331346512, -0.002188684418797493, -0.03327193483710289, 0.0011288048699498177, 0.05552632361650467, 0.03936105966567993 ]
p
If you need to find some similar objects in vector space, provided e.g. by embeddings or matching NN, you can choose among a variety of libraries: Annoy, FAISS or NMSLib.
[ "articles", "articles/filtrable-hnsw" ]
7,016
[ "Filtrable HNSW - Qdrant", "Filtrable HNSW" ]
/articles/filtrable-hnsw/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(1)
[ 0.02924797683954239, -0.07865840941667557, -0.0073363096453249454, -0.0880231186747551, 0.07312949001789093, -0.05289999023079872, -0.10742831975221634, -0.07068334519863129, -0.03217742592096329, 0.031062351539731026, 0.08522619307041168, 0.0043744589202106, 0.014687493443489075, -0.0005786214023828506, -0.0470593124628067, 0.012240665964782238, 0.03151865303516388, 0.043263405561447144, 0.022423123940825462, -0.07663577795028687, -0.05137581005692482, -0.004559647291898727, 0.05372743681073189, -0.049772243946790695, 0.013866172172129154, 0.015199254266917706, 0.03828258067369461, -0.04750386252999306, -0.004606074653565884, -0.023160338401794434, -0.031668417155742645, 0.020610254257917404, 0.012739087454974651, 0.006173880770802498, 0.0016444274224340916, -0.003033386543393135, -0.020847130566835403, 0.04847196489572525, -0.005093088373541832, 0.031969714909791946, -0.00009749301534611732, 0.030641285702586174, 0.08029340952634811, 0.01191827654838562, -0.004997920710593462, 0.004201899282634258, -0.02901817113161087, 0.05789528414607048, 0.06914196163415909, -0.06959043443202972, -0.03045586682856083, -0.006508959457278252, -0.07919304817914963, 0.04338197782635689, 0.028922628611326218, -0.021760737523436546, -0.026174774393439293, -0.03096233680844307, 0.03226928412914276, 0.0038847934920340776, 0.1107807606458664, -0.011163207702338696, -0.03608184680342674, -0.04579208418726921, 0.026094621047377586, -0.005196139216423035, 0.012829553335905075, 0.04017271474003792, 0.03710087761282921, -0.08464410156011581, 0.00977991335093975, 0.06048852205276489, -0.015313318930566311, 0.09586732089519501, 0.03620780631899834, 0.06456806510686874, 0.04480333253741264, -0.022918492555618286, -0.045311663299798965, -0.054910145699977875, -0.09316994249820709, 0.002062206855043769, 0.01184823177754879, 0.030713632702827454, 0.018927428871393204, -0.025836145505309105, -0.04778912663459778, 0.003285244107246399, 0.04695562645792961, -0.02531283348798752, 0.052809685468673706, -0.04235829412937164, -0.07935440540313721, -0.06374181061983109, -0.09523425996303558, 0.029666876420378685, -0.0003933052357751876, -0.03668244928121567, -0.023025741800665855, 0.011998114176094532, -0.009488140232861042, -0.04188660532236099, 0.0483706034719944, -0.009435819461941719, -0.013038302771747112, 0.057554591447114944, -0.017582790926098824, 0.000144271703902632, 0.07365678250789642, -0.01802484691143036, -0.008323854766786098, -0.09707048535346985, -0.05734170973300934, 0.02744394913315773, -0.003015895839780569, -0.06742164492607117, 0.031030375510454178, 0.04388852044939995, 0.04203728586435318, 0.03645362704992294, -0.05671265348792076, -0.024029217660427094, 0.014960052445530891, -0.029527978971600533, 0.04897679015994072, 0.03137792646884918, -0.029281089082360268, 1.5010076546771875e-33, 0.06324218958616257, 0.0942586287856102, 0.007624169811606407, -0.01535519678145647, 0.01714971661567688, 0.02932995930314064, -0.026371585205197334, 0.08692429214715958, 0.015036328695714474, 0.07523025572299957, -0.06762292981147766, 0.06026557832956314, 0.009823762811720371, 0.03370504826307297, 0.07650987803936005, -0.012331750243902206, 0.06105303019285202, 0.005836766678839922, -0.11702428758144379, 0.03629959747195244, 0.016318969428539276, -0.05082596838474274, 0.03331267088651657, -0.017819121479988098, 0.05768797546625137, -0.0881974846124649, 0.044207338243722916, -0.0470881350338459, 0.022650113329291344, -0.003993995953351259, -0.07618200033903122, 0.0351078137755394, -0.0827975794672966, 0.04774443060159683, 0.03021898679435253, 0.09799939393997192, -0.0908992737531662, -0.057728685438632965, -0.018399756401777267, -0.0823107585310936, -0.02289803884923458, -0.012490099295973778, 0.0041958037763834, -0.09529966115951538, 0.021123768761754036, -0.03319293633103371, -0.08197151869535446, 0.021296143531799316, -0.010515914298593998, 0.06937066465616226, 0.09104848653078079, 0.0328185148537159, -0.11275563389062881, 0.016049804165959358, -0.0006012824596837163, 0.0347488597035408, 0.02969696745276451, 0.007078232709318399, 0.07090369611978531, 0.1127355694770813, 0.03913761302828789, -0.05451143905520439, 0.03890671953558922, -0.02656582184135914, 0.010009883902966976, -0.05430836230516434, 0.026275454089045525, 0.013016998767852783, 0.027604423463344574, 0.09761760383844376, 0.02170097827911377, 0.022500602528452873, 0.08535604178905487, -0.0016768502537161112, 0.012770134955644608, -0.002916441997513175, -0.06519877910614014, -0.0403437465429306, -0.023490922525525093, -0.046582769602537155, -0.046074509620666504, 0.014492835849523544, -0.0775340124964714, 0.05840250477194786, 0.03738580644130707, -0.046303875744342804, 0.005991764832288027, -0.0628276914358139, -0.01632433943450451, -0.010458094999194145, -0.02124488167464733, 0.028907036408782005, -0.0324179045855999, -0.059308603405952454, -0.11047489941120148, -1.3860317257037941e-33, -0.04334808140993118, -0.07358294725418091, 0.10528834164142609, 0.014554775319993496, -0.032822079956531525, -0.047687724232673645, 0.00969813670963049, -0.062310006469488144, -0.02003604732453823, 0.006939549930393696, -0.04616905003786087, 0.0606108233332634, 0.0759226381778717, -0.05893692001700401, 0.00006644269888056442, 0.09740906208753586, 0.08586030453443527, -0.09598292410373688, 0.012438843958079815, 0.018442418426275253, -0.052284978330135345, 0.04246348515152931, -0.010606962256133556, 0.023056617006659508, -0.04597877338528633, 0.03112657368183136, -0.01800018735229969, -0.013981221243739128, -0.07841887325048447, 0.013655062764883041, -0.06375563144683838, -0.011263927444815636, -0.07175388187170029, -0.06295738369226456, -0.015517806634306908, 0.02425786480307579, 0.0564841702580452, 0.020919544622302055, -0.04737568274140358, 0.01606767252087593, -0.02046404406428337, 0.04530879855155945, 0.010462159290909767, 0.02012462727725506, -0.029818249866366386, 0.0170833021402359, -0.05824540555477142, 0.06586621701717377, -0.0641084834933281, 0.06731222569942474, 0.05742432922124863, 0.06480366736650467, -0.03317224979400635, 0.0478883758187294, 0.035631533712148666, 0.0334000438451767, 0.011995569802820683, 0.0931420624256134, 0.015158230438828468, 0.029631737619638443, -0.044284772127866745, -0.08394356817007065, -0.06962686777114868, 0.1404382735490799, -0.08028434962034225, 0.01042892225086689, 0.010522204451262951, 0.058682721108198166, -0.07918336242437363, 0.058210767805576324, 0.010129408910870552, 0.041443124413490295, 0.022925209254026413, -0.03454722836613655, -0.08312230557203293, 0.05021664872765541, 0.09147436916828156, 0.01768534816801548, 0.04367733374238014, 0.014701918698847294, 0.011067965067923069, -0.00031858202419243753, -0.004093653056770563, 0.04816356301307678, 0.01912049390375614, 0.020108776167035103, 0.010630308650434017, -0.07936900109052658, 0.08221663534641266, -0.022281279787421227, -0.010983151383697987, 0.009614113718271255, -0.003981932997703552, -0.06646431237459183, 0.01649930328130722, -2.0071896145168466e-8, -0.07638482004404068, 0.02331477962434292, 0.047122325748205185, -0.03354277461767197, 0.03907804563641548, 0.026436172425746918, 0.07240448147058487, 0.16768822073936462, -0.06752143800258636, -0.023876909166574478, 0.0770416185259819, -0.05652991682291031, -0.03176974877715111, 0.07357100397348404, 0.055929455906152725, -0.04685814678668976, 0.07316866517066956, -0.12177491188049316, -0.0441189669072628, 0.11704279482364655, -0.0878281369805336, 0.08318028599023819, -0.0031889057718217373, 0.029553813859820366, 0.06121567636728287, -0.006229254882782698, -0.01729242317378521, -0.011194410733878613, 0.06982482224702835, 0.009651990607380867, 0.03208798170089722, -0.024278786033391953, 0.025542689487338066, -0.055629126727581024, 0.06583729386329651, 0.052673954516649246, -0.09624703228473663, 0.04259505867958069, -0.036783572286367416, 0.033801935613155365, 0.014586308971047401, -0.035027116537094116, 0.009267276152968407, 0.023741314187645912, 0.03509975224733353, -0.00863074604421854, 0.0383961983025074, -0.12309924513101578, 0.018880773335695267, -0.07639389485120773, -0.053359974175691605, -0.031405575573444366, -0.07672309875488281, -0.005720652174204588, -0.00906407181173563, 0.02370811440050602, -0.036890171468257904, -0.13242895901203156, 0.05684652179479599, 0.03373401239514351, -0.018050210550427437, 0.008477084338665009, -0.09557969123125076, 0.029478879645466805 ]
p
All of them will give you a fast approximate neighbors search within almost any space.
[ "articles", "articles/filtrable-hnsw" ]
7,017
[ "Filtrable HNSW - Qdrant", "Filtrable HNSW" ]
/articles/filtrable-hnsw/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(2)
[ -0.016665145754814148, 0.02192862145602703, -0.05050179734826088, -0.01245387364178896, 0.0033371003810316324, 0.024550115689635277, -0.04730670154094696, -0.046389561146497726, -0.0439378097653389, -0.02572600543498993, 0.011295231059193611, -0.027754278853535652, 0.01955348253250122, 0.0018686889670789242, 0.06674091517925262, -0.041687529534101486, 0.044872064143419266, 0.03580884262919426, -0.04569525271654129, 0.023274928331375122, 0.07057112455368042, -0.041229814291000366, -0.02508358471095562, -0.05816277861595154, -0.09262694418430328, -0.04598071798682213, 0.022639907896518707, -0.014116699807345867, 0.06934040039777756, 0.007880902849137783, -0.01776651293039322, 0.04265207424759865, 0.05095909163355827, 0.09365943819284439, 0.018560029566287994, 0.022669916972517967, -0.1084173172712326, 0.03606271743774414, -0.009635492227971554, -0.04223283380270004, -0.08278931677341461, 0.03987494483590126, -0.0083289360627532, 0.023064011707901955, 0.020847130566835403, -0.03168207406997681, -0.018054848536849022, 0.001485917018726468, -0.00020640510774683207, -0.07287827134132385, -0.09419156610965729, -0.011055472306907177, -0.12549836933612823, -0.021014757454395294, 0.018068930134177208, 0.003057057037949562, -0.03733344003558159, -0.002032909542322159, -0.019412800669670105, 0.013802463188767433, 0.06255762279033661, -0.0321948267519474, -0.09229378402233124, 0.015075749717652798, 0.14121682941913605, 0.018086668103933334, -0.031295888125896454, 0.014579063281416893, 0.003117634216323495, 0.06684199720621109, -0.014243052341043949, -0.0005952527280896902, -0.0688750147819519, 0.07121017575263977, 0.05001932010054588, -0.00631046574562788, 0.027587633579969406, -0.06678856909275055, 0.057447634637355804, 0.07131478190422058, -0.04045163094997406, 0.021863633766770363, -0.011906358413398266, 0.06931456178426743, 0.040840234607458115, -0.06234842166304588, 0.015854621306061745, -0.07846353203058243, 0.12482430785894394, 0.00603828439489007, 0.02159798890352249, -0.11728621274232864, -0.009349913336336613, -0.003053851891309023, 0.002340185223147273, 0.03693634644150734, 0.015489976853132248, -0.010111087001860142, 0.006614256650209427, 0.03343743458390236, 0.011768284253776073, 0.004479904659092426, 0.019347835332155228, 0.05051450431346893, -0.05790659785270691, -0.005666932091116905, -0.06223548948764801, 0.005145314149558544, -0.03364405781030655, -0.06884430348873138, -0.005902494303882122, 0.011026008985936642, 0.07667569816112518, -0.08659043163061142, -0.013984456658363342, -0.003895420813933015, -0.0048082503490149975, 0.021563857793807983, 0.047172702848911285, 0.02716214768588543, -0.07508166879415512, -0.022142238914966583, 0.00277510448358953, 0.020822251215577126, -0.08084996789693832, 0.006237246096134186, -0.16775579750537872, -2.8328477132756317e-33, -0.031211264431476593, 0.005390155129134655, -0.012661010026931763, 0.006245150696486235, -0.056889574974775314, 0.01780598796904087, -0.06398943811655045, 0.05370285362005234, 0.0072408076375722885, 0.0476674921810627, 0.017033183947205544, 0.0072160582058131695, -0.019058791920542717, -0.014644120819866657, 0.09946523606777191, 0.002002327935770154, 0.03425046056509018, 0.13845588266849518, -0.005910382140427828, -0.024237211793661118, 0.0008698338642716408, -0.16890856623649597, 0.005258816294372082, -0.027870696038007736, 0.048792820423841476, -0.017364224418997765, 0.025861483067274094, -0.13142529129981995, 0.04946797713637352, -0.008293112739920616, -0.03577663376927376, 0.003980173263698816, -0.004037163220345974, 0.02203933149576187, 0.05382876098155975, 0.1018979549407959, -0.05199027061462402, -0.01939898170530796, 0.01788206398487091, -0.031433071941137314, -0.05515182763338089, 0.04926557093858719, 0.014674664475023746, 0.0067792548798024654, 0.06000906974077225, -0.009635543450713158, 0.09123966842889786, -0.051114726811647415, -0.13906389474868774, 0.03779177740216255, -0.03781776875257492, 0.11034789681434631, 0.023533713072538376, -0.018259303644299507, 0.061376381665468216, 0.01783553883433342, 0.01231908518821001, -0.028321275487542152, 0.006494149565696716, 0.0664399042725563, -0.024440281093120575, -0.0651753768324852, 0.034936096519231796, 0.05584660917520523, 0.009014501236379147, 0.029832132160663605, -0.0357016921043396, 0.004831609316170216, 0.09471350908279419, 0.018245069310069084, -0.054659973829984665, -0.07901660352945328, -0.020602747797966003, 0.0379214845597744, 0.012439638376235962, 0.007987921126186848, 0.03916968032717705, 0.033019378781318665, 0.019697213545441628, -0.11283224076032639, 0.006840149872004986, 0.032202593982219696, 0.009325661696493626, 0.09465497732162476, 0.02384031191468239, -0.0683334618806839, 0.09686557203531265, -0.025852197781205177, 0.017398139461874962, -0.061909571290016174, -0.058404285460710526, 0.051851414144039154, -0.08032022416591644, 0.011647527106106281, 0.06011857092380524, 1.6683945604854272e-33, -0.0334852933883667, -0.06283341348171234, -0.03244650363922119, -0.03397674113512039, 0.05408207327127457, 0.005332330707460642, 0.01983245648443699, -0.18104863166809082, 0.0837300717830658, 0.05378573015332222, -0.03998616710305214, -0.03250442072749138, 0.048498012125492096, -0.016143064945936203, -0.09645633399486542, 0.05929458141326904, -0.08325306326150894, -0.0006345464498735964, -0.00490630092099309, 0.10875384509563446, -0.04534294456243515, 0.05058121681213379, -0.09784287214279175, 0.040486786514520645, 0.02599308267235756, 0.040022559463977814, -0.0162041112780571, -0.04424826800823212, -0.09307737648487091, 0.03858642652630806, -0.035061076283454895, -0.049336157739162445, -0.1374070793390274, -0.007750924676656723, -0.0487394779920578, 0.004899471532553434, 0.000994197209365666, 0.020007338374853134, -0.014662974514067173, 0.06831005215644836, -0.02315846085548401, 0.03863316774368286, -0.004642229061573744, 0.03615787997841835, -0.024638865143060684, -0.038655903190374374, 0.057416703552007675, 0.021668044850230217, 0.07969066500663757, 0.035661716014146805, 0.017202716320753098, 0.0441376157104969, 0.055351197719573975, -0.07890569418668747, -0.039477553218603134, 0.002159622497856617, -0.014703495427966118, 0.010823102667927742, 0.09897584468126297, 0.024104971438646317, -0.0181179940700531, 0.020035866647958755, -0.02476893551647663, 0.032614581286907196, 0.01483247522264719, -0.05367819964885712, 0.030853208154439926, 0.04896320030093193, -0.022966664284467697, -0.03952385485172272, 0.04265984147787094, -0.04210656136274338, 0.05956563353538513, 0.03339069336652756, -0.032562170177698135, -0.0009866696782410145, 0.06981214880943298, -0.0028701501432806253, 0.007661850191652775, -0.058990854769945145, -0.03459452465176582, 0.00706351175904274, 0.0865572914481163, 0.04771279916167259, -0.05527279153466225, 0.029827535152435303, -0.04689040780067444, 0.03188321739435196, 0.03510240465402603, -0.017584333196282387, -0.04765664413571358, -0.04755783453583717, 0.027180200442671776, -0.013710374012589455, -0.05947418138384819, -2.273098864691292e-8, -0.04198695719242096, -0.027380626648664474, 0.022736290469765663, 0.025820022448897362, 0.06756165623664856, 0.05888594314455986, 0.0010991079034283757, 0.031512267887592316, -0.03067719377577305, -0.04112420976161957, 0.04579433053731918, 0.0067697549238801, -0.019760342314839363, 0.1320175975561142, 0.02423613704741001, -0.005717385560274124, -0.004463615361601114, -0.07982609421014786, -0.10238878428936005, 0.03811115399003029, -0.030584711581468582, 0.08154520392417908, -0.037923410534858704, 0.08798792213201523, 0.04737553745508194, 0.027984367683529854, -0.005435687489807606, 0.0297493115067482, 0.012416464276611805, 0.06841479986906052, 0.039882510900497437, 0.027376994490623474, -0.012105908244848251, 0.023171573877334595, 0.0338519848883152, 0.05987356975674629, -0.12269013375043869, 0.005720474757254124, -0.08453480154275894, -0.05163993313908577, 0.03408776596188545, 0.1027693971991539, 0.05827956274151802, 0.07118796557188034, 0.015756424516439438, 0.03464303910732269, -0.026881521567702293, -0.07550650089979172, -0.04010878503322601, -0.02217288874089718, -0.02519112266600132, 0.00629195012152195, 0.04479929432272911, -0.026445291936397552, 0.031994350254535675, 0.03394605591893196, 0.045140836387872696, 0.02665499784052372, -0.016438279300928116, 0.010481596924364567, 0.05232739448547363, -0.023424124345183372, -0.018772989511489868, -0.05292070284485817 ]
p
But what if you need to introduce some constraints in your search?
[ "articles", "articles/filtrable-hnsw" ]
7,018
[ "Filtrable HNSW - Qdrant", "Filtrable HNSW" ]
/articles/filtrable-hnsw/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(2)
[ 0.0026111272163689137, -0.004465417005121708, -0.05219857767224312, -0.038773179054260254, 0.04782692342996597, 0.03183384984731674, 0.027293171733617783, 0.023508915677666664, -0.007780537474900484, -0.1168031245470047, 0.05689743533730507, -0.004613224416971207, 0.0239365566521883, 0.0008896110230125487, 0.0010923778172582388, -0.0426480658352375, 0.05099258944392204, 0.046390485018491745, -0.023122070357203484, -0.09016137570142746, 0.05773789435625076, -0.07187388837337494, 0.012952413409948349, 0.024740571156144142, -0.12757951021194458, -0.005150293931365013, 0.037110671401023865, -0.030650319531559944, -0.017344390973448753, -0.07653181254863739, -0.016329502686858177, 0.05343608558177948, 0.08706458657979965, 0.07251717150211334, -0.007760672830045223, -0.05489787459373474, -0.12373312562704086, -0.0024122155737131834, 0.02448108233511448, -0.06723327934741974, -0.046493805944919586, -0.017395759001374245, -0.05463733524084091, 0.0009354479261673987, 0.02211994305253029, -0.023632150143384933, -0.0484212189912796, 0.024922752752900124, 0.11123677343130112, 0.07212262600660324, -0.08609909564256668, 0.015553684905171394, -0.09181545674800873, 0.0049118828028440475, 0.05580158159136772, -0.005497905891388655, -0.03759384527802467, -0.07077085971832275, -0.009822496213018894, -0.05941849946975708, 0.01193708274513483, -0.08070597052574158, 0.007465429604053497, 0.0472065731883049, 0.0044239116832613945, -0.007003587670624256, -0.0405845120549202, -0.005526208318769932, -0.03125166893005371, -0.009619014337658882, 0.07786911725997925, -0.00001196451012219768, -0.002590529853478074, 0.08299507945775986, 0.041496481746435165, 0.05515081062912941, 0.04060252755880356, -0.04392135143280029, -0.020685579627752304, 0.055200740694999695, -0.09005693346261978, 0.000040263465052703395, -0.019811946898698807, 0.011834293603897095, 0.0027999544981867075, 0.008108840323984623, 0.0015064182225614786, -0.09168418496847153, 0.08096789568662643, -0.031787142157554626, -0.011438180692493916, 0.0016133480239659548, -0.0001412888668710366, -0.04873519018292427, -0.07192455232143402, -0.034234482795000076, 0.014951283112168312, 0.03628157824277878, 0.05212494358420372, -0.02644164115190506, -0.045490898191928864, -0.06413943320512772, 0.03417793661355972, 0.04649104177951813, -0.0963021069765091, -0.019351432099938393, 0.012124407105147839, 0.006411850918084383, 0.09855621308088303, 0.0060440958477556705, -0.12729713320732117, 0.015902314335107803, 0.0055137621238827705, -0.038442712277173996, -0.02077457867562771, -0.042767688632011414, 0.08743198215961456, 0.05856532230973244, 0.03582143783569336, 0.008399775251746178, -0.07842934131622314, 0.033248089253902435, 0.020131951197981834, -0.08669029176235199, -0.05357680842280388, 0.08398043364286423, -0.025332381948828697, 2.457536473875817e-34, -0.004671700298786163, 0.0004057818150613457, 0.003968668170273304, -0.057117950171232224, -0.06872699409723282, 0.030139945447444916, 0.029084201902151108, 0.08337904512882233, -0.022522788494825363, 0.047042690217494965, -0.03499558940529823, 0.0024485362228006124, -0.007466611918061972, 0.02098914049565792, 0.0033597885631024837, 0.03029138594865799, 0.003390462836250663, -0.010386395268142223, -0.04644161835312843, -0.04236283525824547, 0.030387666076421738, 0.03216477856040001, 0.001607174170203507, 0.03473740443587303, 0.020251750946044922, -0.0718458890914917, -0.014611780643463135, 0.014629053883254528, 0.06790968775749207, 0.03267021104693413, 0.010128642432391644, -0.011301588267087936, -0.07346703857183456, -0.011499656364321709, 0.002709971973672509, 0.11027521640062332, -0.08685677498579025, 0.04017537087202072, 0.025434385985136032, 0.006279032211750746, -0.022636637091636658, 0.000642203725874424, -0.018223389983177185, -0.002013527089729905, 0.00872542429715395, 0.08580832928419113, -0.07105346024036407, -0.02557528205215931, -0.019628744572401047, 0.004436860326677561, 0.022069012746214867, 0.004482158925384283, -0.041721832007169724, 0.046050623059272766, 0.025810077786445618, 0.00801750086247921, 0.007545717991888523, 0.0018725323025137186, 0.028275156393647194, 0.06770677119493484, -0.03322410210967064, -0.016453616321086884, 0.05519255995750427, 0.017668751999735832, -0.020569225773215294, -0.02070564776659012, 0.0465988963842392, -0.06931380927562714, 0.00613278616219759, 0.07149896770715714, 0.08056879788637161, 0.001094428705982864, 0.05255405977368355, -0.06033182889223099, -0.023982826620340347, -0.025745615363121033, 0.007141910493373871, 0.059844739735126495, 0.05783485248684883, -0.029632847756147385, -0.07119186222553253, -0.013168415986001492, 0.015721013769507408, 0.047069400548934937, -0.044326771050691605, -0.046540867537260056, 0.08884035050868988, -0.04290908947587013, -0.019215209409594536, 0.010005309246480465, -0.041226014494895935, 0.13018178939819336, -0.07726679742336273, 0.032941028475761414, 0.003939240239560604, -7.925225157572095e-34, 0.013368075713515282, -0.1198478490114212, 0.1074848398566246, 0.013630335219204426, -0.013555298559367657, -0.016265155747532845, 0.006819788832217455, -0.13051995635032654, -0.04571789130568504, 0.0135159557685256, 0.07346602529287338, -0.027912216261029243, 0.033010248094797134, -0.03775372728705406, -0.10148896276950836, 0.15354928374290466, 0.007850319147109985, 0.010355332866311073, -0.02449382096529007, 0.03894149884581566, -0.06995714455842972, 0.032059043645858765, -0.09622201323509216, 0.018840452656149864, -0.008375695906579494, -0.010968743823468685, -0.0062327696941792965, 0.03513582795858383, 0.008219249546527863, -0.12706908583641052, -0.00889669731259346, 0.03147750720381737, -0.06897279620170593, -0.05025041848421097, -0.05659769847989082, 0.03352417051792145, -0.029916828498244286, 0.02634284272789955, 0.022703567519783974, 0.12432079017162323, 0.012356311082839966, -0.026032082736492157, -0.028905218467116356, -0.0010956465266644955, -0.023582134395837784, -0.073854960501194, -0.0036706188693642616, -0.09945598989725113, 0.05676781013607979, 0.021187428385019302, 0.01879492588341236, 0.046746496111154556, 0.016948193311691284, 0.00453876331448555, 0.002562807174399495, 0.022784201428294182, 0.03598342090845108, 0.0640525296330452, 0.0613710843026638, 0.032648585736751556, 0.09273496270179749, 0.009593072347342968, 0.009001911617815495, 0.06284920871257782, -0.0014819251373410225, -0.04648575931787491, 0.0784328430891037, 0.03865707293152809, -0.020620325580239296, -0.025821516290307045, -0.03168266639113426, 0.02887597866356373, 0.040357351303100586, 0.030834099277853966, -0.0851646363735199, -0.044356025755405426, -0.03410078212618828, -0.01762036792933941, 0.024096662178635597, -0.017400845885276794, 0.04020080715417862, 0.01579437218606472, 0.03106919676065445, 0.08579130470752716, -0.07054781168699265, 0.04492608457803726, -0.017629988491535187, 0.0073125907219946384, -0.008302443660795689, -0.027872135862708092, -0.02526552975177765, -0.11630532145500183, -0.02860347554087639, -0.012342097237706184, -0.026217849925160408, -2.7509445388318454e-8, -0.0346292145550251, -0.1037389412522316, 0.06208227574825287, 0.055160585790872574, 0.04808796942234039, 0.029469555243849754, -0.05219205841422081, 0.08406314253807068, -0.07188968360424042, 0.05004235729575157, -0.01039850153028965, 0.027152983471751213, -0.051474571228027344, 0.1566970944404602, 0.0957731381058693, -0.056829459965229034, 0.05839015915989876, -0.0481637604534626, 0.010396020486950874, 0.0319100096821785, -0.02721470408141613, 0.0923846885561943, 0.030281342566013336, 0.030709555372595787, 0.052870288491249084, -0.015612682327628136, -0.013059154152870178, -0.07021646201610565, 0.05741597339510918, 0.0017340444028377533, -0.04894840717315674, -0.029411394149065018, 0.023554563522338867, -0.04643799364566803, 0.10744383931159973, 0.05587099492549896, -0.05339660495519638, -0.029335949569940567, -0.14026494324207306, 0.05087374150753021, 0.0628148689866066, -0.0077478294260799885, -0.02517484687268734, 0.030872158706188202, 0.028399137780070305, 0.049093056470155716, 0.08619575202465057, -0.05262383818626404, -0.009271925315260887, 0.08518722653388977, -0.04026462882757187, -0.029996171593666077, 0.025815607979893684, -0.03352133557200432, -0.11481348425149918, -0.03342052921652794, -0.01943529024720192, 0.0012533421395346522, 0.06881149113178253, -0.07187184691429138, 0.09232301265001297, -0.016680900007486343, 0.02183973416686058, 0.03450493514537811 ]
p
For example, you want search only for products in some category or select the most similar customer of a particular brand.
[ "articles", "articles/filtrable-hnsw" ]
7,019
[ "Filtrable HNSW - Qdrant", "Filtrable HNSW" ]
/articles/filtrable-hnsw/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(2)
[ -0.03195617347955704, 0.042831409722566605, -0.03374258428812027, 0.026215633377432823, 0.005030016414821148, 0.00018501032900530845, -0.045997317880392075, -0.010988772846758366, -0.005877416580915451, -0.012207954190671444, 0.0660615786910057, -0.052612531930208206, -0.0029552329797297716, 0.07235710322856903, -0.017015639692544937, 0.005484193097800016, -0.1156306117773056, 0.008358944207429886, 0.014517589472234249, 0.09822103381156921, 0.01018393225967884, -0.11792836338281631, -0.016464998945593834, -0.024373993277549744, 0.08262184262275696, 0.040110599249601364, -0.0008960479171946645, 0.018823061138391495, 0.028043612837791443, -0.06103956699371338, 0.031640682369470596, 0.013491573743522167, -0.020462512969970703, -0.03292397782206535, 0.07628973573446274, -0.0037861596792936325, -0.04704686999320984, 0.036286089569330215, 0.0008406603010371327, -0.05947687849402428, 0.07899023592472076, 0.05468086525797844, 0.050314705818891525, 0.02555166557431221, 0.01632469892501831, -0.03604992479085922, -0.007410021964460611, 0.005404121708124876, 0.1240956038236618, -0.0775919109582901, -0.017972085624933243, -0.045551225543022156, -0.09207102656364441, 0.0036200606264173985, 0.009668639861047268, -0.017701666802167892, -0.04592952877283096, 0.04166432470083237, -0.031174279749393463, 0.02298751100897789, 0.03483639284968376, -0.012543268501758575, 0.0012734215706586838, -0.0005095477099530399, -0.010582719929516315, 0.04589339718222618, 0.010182342492043972, -0.02173403836786747, -0.05487682297825813, 0.05121782794594765, -0.06572818756103516, 0.015603519044816494, -0.03284279257059097, -0.0923122838139534, 0.03232624754309654, 0.03294866904616356, -0.04049487039446831, -0.010206949897110462, 0.001045566750690341, 0.07054655253887177, -0.0679740235209465, -0.04484621062874794, 0.0325453095138073, 0.08962728828191757, 0.08127187937498093, 0.016734004020690918, 0.028320210054516792, 0.015694834291934967, -0.01852010004222393, 0.00640126783400774, -0.13461095094680786, 0.020501932129263878, 0.06776092201471329, -0.004839146044105291, -0.10075809806585312, -0.0025821838062256575, 0.05784216895699501, 0.04615125060081482, -0.013433203101158142, 0.035921815782785416, -0.045720286667346954, -0.040162280201911926, -0.015939919278025627, -0.004133841022849083, -0.043703701347112656, -0.026846617460250854, 0.05484914034605026, 0.02079949341714382, -0.061173804104328156, -0.007074988912791014, -0.045725394040346146, -0.027338072657585144, 0.07003903388977051, 0.02218346856534481, -0.0037307359743863344, 0.03043081983923912, -0.0116660725325346, -0.005256614647805691, -0.034187208861112595, 0.018656384199857712, 0.009843078441917896, -0.023337041959166527, -0.12202563136816025, -0.015711713582277298, -0.06708616018295288, 0.019300267100334167, 0.08165135234594345, -2.6061252161129297e-35, 0.0014792035799473524, 0.04727308452129364, 0.0391538068652153, -0.01726354844868183, -0.02145872265100479, -0.01129346713423729, -0.05732550844550133, 0.01930062472820282, 0.009853814728558064, 0.013427493162453175, 0.007548830006271601, -0.030002791434526443, 0.057945117354393005, -0.09206098318099976, -0.05445505678653717, -0.09744298458099365, -0.03275027126073837, 0.12773540616035461, 0.014349677599966526, -0.06204942241311073, -0.01717938296496868, -0.016380254179239273, -0.026729529723525047, -0.02182992547750473, 0.06878454983234406, 0.00019310168863739818, 0.04579534754157066, -0.050895340740680695, 0.026136143133044243, -0.01614931784570217, 0.05104079842567444, -0.008971241302788258, -0.014308251440525055, 0.07081199437379837, -0.02099531516432762, 0.05696430429816246, 0.025452692061662674, 0.11618385463953018, 0.010807465761899948, 0.01517989207059145, 0.021276075392961502, -0.07414503395557404, 0.016390828415751457, -0.054812733083963394, 0.025568241253495216, -0.07267846912145615, -0.015828903764486313, -0.009677848778665066, 0.02853153832256794, 0.04763070493936539, -0.027875570580363274, 0.0171080082654953, -0.0731743723154068, -0.04113609716296196, -0.008598973043262959, -0.02846663072705269, -0.0010094785830006003, 0.05907971039414406, -0.009400683455169201, 0.02186441235244274, -0.022869590669870377, 0.0398414246737957, 0.02173597738146782, -0.06073049455881119, -0.04128048196434975, 0.006593757774680853, -0.026282181963324547, -0.031988754868507385, -0.015628140419721603, -0.045021962374448776, -0.004798565991222858, 0.014195363968610764, 0.11465948075056076, -0.010709614492952824, -0.046249184757471085, -0.014479403384029865, -0.01498411688953638, -0.019696827977895737, -0.025814205408096313, -0.011346745304763317, -0.05866653844714165, -0.0755230113863945, 0.02288968488574028, -0.0008286806987598538, 0.018134720623493195, 0.008940535597503185, 0.005888486746698618, 0.09941309690475464, -0.02938220649957657, -0.01796882413327694, -0.070937879383564, -0.0442349798977375, -0.010361975058913231, -0.05668717622756958, -0.022459564730525017, 5.096271269333562e-34, 0.00022904365323483944, -0.08455990254878998, -0.03445574641227722, -0.015437072142958641, -0.03532085567712784, 0.04104413464665413, 0.1840539127588272, 0.045448340475559235, 0.07617215812206268, 0.07644268125295639, 0.04430294781923294, -0.0095099788159132, -0.05908895283937454, 0.044362474232912064, 0.03401818126440048, 0.04330160841345787, -0.04773250222206116, 0.17028667032718658, 0.04422331228852272, -0.016255291178822517, -0.02907748892903328, 0.1502692550420761, 0.018587948754429817, 0.06823938339948654, 0.04699517786502838, 0.039187993854284286, 0.027963148429989815, 0.057967543601989746, 0.00665326789021492, 0.0740128681063652, 0.0577794685959816, -0.03245276212692261, -0.10956912487745285, -0.08776932209730148, -0.005768022034317255, -0.02176523581147194, 0.02446870505809784, -0.016675332561135292, -0.00787461269646883, 0.060722291469573975, -0.03726710379123688, -0.007337797433137894, 0.015129998326301575, -0.007578069344162941, 0.04444407671689987, 0.021980566903948784, 0.03677007555961609, -0.05084429308772087, -0.049659669399261475, 0.06335083395242691, 0.0014295674627646804, -0.08124563097953796, 0.01641376130282879, -0.04775025695562363, 0.006780500058084726, 0.08842935413122177, 0.14792411029338837, 0.05930759757757187, 0.053099971264600754, -0.0160896647721529, 0.07344886660575867, 0.0007806261419318616, 0.01886708103120327, -0.11440795660018921, 0.10335495322942734, 0.07567759603261948, 0.0020290950778871775, 0.08817969262599945, -0.02784842997789383, 0.010798321105539799, 0.0210612453520298, 0.07522310316562653, 0.07294085621833801, -0.08957882225513458, 0.02910032868385315, -0.03421274945139885, -0.036808669567108154, 0.0690034031867981, -0.04671359434723854, -0.05575334653258324, 0.03755365312099457, -0.0015535332495346665, 0.08050905913114548, -0.11026320606470108, -0.035547636449337006, -0.09328801929950714, -0.014627117663621902, 0.041789039969444275, -0.03565750643610954, -0.0013459182810038328, -0.15060307085514069, 0.03391581028699875, 0.1415710747241974, 0.00025770554202608764, 0.0629086047410965, -2.523080233629571e-8, -0.07056897133588791, 0.004755293484777212, 0.004857864696532488, 0.06846322864294052, 0.017178161069750786, 0.0022618332877755165, 0.00938259158283472, 0.07133641839027405, 0.021392591297626495, -0.11000741273164749, -0.015970641747117043, -0.04866482689976692, -0.071968212723732, 0.041130900382995605, 0.01097927801311016, -0.04822855070233345, -0.07045755535364151, 0.0487835668027401, -0.014637532643973827, -0.08842579275369644, 0.03324909135699272, 0.032277755439281464, 0.046807073056697845, -0.014852720312774181, 0.005767352879047394, 0.04262016713619232, -0.07640235126018524, -0.032154880464076996, 0.09116804599761963, -0.05373942479491234, -0.08477126806974411, 0.008289939723908901, -0.031220007687807083, -0.029983995482325554, -0.03685477003455162, 0.03523863106966019, 0.00540563790127635, 0.053629759699106216, -0.06892190873622894, -0.03610485419631004, -0.022192781791090965, 0.0390063114464283, -0.022342991083860397, -0.02935786359012127, 0.03461681678891182, 0.012027895078063011, 0.020249497145414352, 0.039332471787929535, 0.011447715573012829, -0.03692810609936714, 0.008341912180185318, 0.007602046709507704, 0.05343860015273094, -0.00781293772161007, -0.032214440405368805, -0.055440884083509445, 0.07146555930376053, 0.02467571385204792, 0.04210226982831955, 0.06528863310813904, 0.018129883334040642, 0.06273408234119415, 0.038582976907491684, -0.015095231123268604 ]
p
I did not find any simple solutions for this.
[ "articles", "articles/filtrable-hnsw" ]
7,020
[ "Filtrable HNSW - Qdrant", "Filtrable HNSW" ]
/articles/filtrable-hnsw/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(2)
[ -0.046246711164712906, 0.04988311976194382, 0.018693117424845695, -0.004963013809174299, 0.07539281249046326, 0.05151832476258278, -0.02717060223221779, 0.03994698449969292, -0.08225211501121521, -0.03625159338116646, -0.01704748533666134, 0.010026239790022373, 0.07622344046831131, -0.02400096319615841, -0.025073302909731865, -0.028932245448231697, 0.021608510985970497, 0.03460928797721863, 0.04047408327460289, -0.12813064455986023, 0.10353601723909378, 0.05556851252913475, 0.03631582483649254, -0.07625751197338104, -0.08850498497486115, 0.02245933562517166, -0.07013556361198425, -0.05995206534862518, 0.037630900740623474, 0.04774876683950424, -0.04686769098043442, 0.03578897938132286, 0.03286239132285118, 0.13825179636478424, 0.006853917147964239, -0.06526877731084824, -0.14544634521007538, -0.009330885484814644, 0.007828065194189548, -0.00012540878378786147, 0.023760460317134857, 0.030133243650197983, 0.011727547273039818, -0.05026375874876976, 0.03076111152768135, 0.03939872235059738, -0.042499322444200516, -0.03868858888745308, -0.018174486234784126, 0.0023591897916048765, -0.05981109291315079, -0.030941423028707504, -0.00007932640437502414, -0.05324640870094299, 0.10176067799329758, 0.020737042650580406, 0.01900995522737503, -0.0803966298699379, -0.03515990450978279, -0.00849656667560339, 0.03458312898874283, -0.0938611552119255, -0.04106276109814644, -0.0283542200922966, 0.11215035617351532, -0.019226282835006714, 0.04050257429480553, 0.025698626413941383, 0.02943657711148262, 0.03607751429080963, 0.07095208019018173, 0.043615590780973434, -0.05307210981845856, -0.046421851962804794, 0.00888492539525032, 0.08269693702459335, -0.03460187092423439, -0.04596594721078873, -0.07786907255649567, 0.020335737615823746, -0.07653708010911942, -0.003922123461961746, -0.01147489994764328, -0.03326180949807167, 0.00460787583142519, -0.07433542609214783, -0.02727312408387661, -0.11496835947036743, 0.06448514014482498, -0.0014492027694359422, 0.007975435815751553, -0.07391386479139328, -0.027039775624871254, -0.062249839305877686, -0.0409480519592762, 0.029141416773200035, -0.0006693208124488592, 0.03681810945272446, 0.08518209308385849, -0.06497016549110413, -0.02295975759625435, -0.055739324539899826, -0.011964390985667706, -0.027481218799948692, -0.06922215223312378, 0.04025964438915253, 0.03523954749107361, 0.055573929101228714, -0.01205660030245781, -0.04563131928443909, -0.051203660666942596, 0.02403847686946392, 0.14673535525798798, -0.06335421651601791, -0.05750076845288277, 0.04106415808200836, 0.07455073297023773, 0.007309179287403822, 0.07448086142539978, -0.04493030160665512, 0.04355446249246597, 0.002710809465497732, 0.04873695597052574, -0.05673012509942055, -0.0005168714560568333, 0.02414594776928425, -0.05657751113176346, 1.4794705777892077e-33, 0.04214773327112198, -0.04913017153739929, -0.026134256273508072, -0.022383635863661766, -0.05682888254523277, -0.011546561494469643, 0.052162814885377884, 0.002964745508506894, -0.015917202457785606, 0.0333494134247303, -0.034221403300762177, 0.06823259592056274, -0.08018802851438522, -0.04165206849575043, -0.05551045387983322, 0.004371514543890953, 0.051386840641498566, 0.026845654472708702, -0.06164255365729332, 0.01552905049175024, 0.06512812525033951, -0.08043167740106583, -0.003948709461838007, 0.010142470709979534, 0.04594838246703148, -0.04618832841515541, -0.02823176234960556, -0.011193552985787392, -0.04130106046795845, -0.0097647188231349, -0.010096857324242592, 0.0071071176789700985, -0.09541019797325134, 0.02933724783360958, -0.003911306150257587, 0.09759687632322311, 0.00025271231424994767, 0.0864003598690033, 0.032977912575006485, -0.02032180316746235, -0.028500497341156006, 0.032282691448926926, 0.01851431280374527, -0.029576605185866356, -0.03222271800041199, 0.007383274845778942, -0.15886569023132324, -0.007553118746727705, 0.01844917982816696, 0.03913772106170654, 0.01996130868792534, 0.022566229104995728, -0.06618961691856384, -0.049338508397340775, 0.05215355381369591, 0.04636427015066147, -0.06176838278770447, 0.09812358766794205, 0.00693961838260293, 0.11282432824373245, 0.03852218762040138, -0.09027731418609619, 0.006395130418241024, -0.022844675928354263, -0.011195833794772625, 0.026217427104711533, 0.05812498554587364, 0.012125014327466488, -0.031311675906181335, 0.015455875545740128, 0.08348364382982254, 0.03706199303269386, 0.08708889037370682, -0.03231123089790344, 0.06927093863487244, -0.023053232580423355, -0.02358565665781498, 0.0033068894408643246, 0.003024343168362975, -0.06987172365188599, 0.08386562764644623, -0.01840786077082157, 0.0025982321240007877, 0.04118623957037926, 0.09282363951206207, 0.02588493749499321, 0.030699733644723892, -0.09255464375019073, -0.052543796598911285, -0.048422206193208694, -0.02863273397088051, 0.04004906117916107, 0.05950876325368881, -0.015010314993560314, -0.006663135252892971, -1.3501489341254784e-33, 0.028616981580853462, -0.08569154143333435, 0.09307288378477097, -0.03533584997057915, 0.01707257144153118, 0.007511574774980545, 0.014921716414391994, -0.08282335847616196, -0.01705344393849373, 0.052747733891010284, 0.03345104306936264, -0.053969595581293106, 0.01759837567806244, -0.06901741027832031, -0.09221202880144119, 0.11454357951879501, -0.009216554462909698, -0.07758688926696777, -0.031192533671855927, 0.033687006682157516, -0.06403256952762604, 0.03271815553307533, -0.07696092128753662, 0.03633936867117882, -0.04606557637453079, -0.0298377126455307, 0.011233082972466946, 0.029106684029102325, 0.006146922241896391, 0.01203602273017168, 0.01730627939105034, -0.05995233356952667, -0.05800329148769379, 0.04439806565642357, -0.0376259945333004, 0.049990829080343246, -0.0033940307330340147, -0.04936731234192848, -0.03223924711346626, 0.13612507283687592, -0.007494589779525995, -0.02552487514913082, -0.0003849800559692085, -0.015344364568591118, 0.02445467747747898, -0.05455506592988968, -0.056540388613939285, 0.061957113444805145, 0.035107214003801346, -0.009948723949491978, 0.05764540657401085, 0.0496831052005291, 0.0019229660974815488, 0.024054262787103653, 0.022905362769961357, 0.0002686083025764674, 0.029286589473485947, -0.0022757865954190493, -0.051242291927337646, -0.02427973970770836, -0.04797383397817612, -0.006175910122692585, 0.010378086939454079, 0.011084563098847866, -0.048372574150562286, -0.016691621392965317, 0.01588704250752926, 0.005606356542557478, -0.07157600671052933, -0.021505387499928474, 0.004969667177647352, -0.07064330577850342, 0.04777991771697998, 0.026112975552678108, 0.0017275777645409107, 0.06411869078874588, 0.08679511398077011, 0.022330017760396004, 0.051348138600587845, 0.019551031291484833, -0.06528009474277496, 0.049636438488960266, 0.04973144456744194, 0.06152516230940819, -0.03915758058428764, 0.07498005032539368, -0.030158480629324913, 0.06028878316283226, -0.0025431192480027676, -0.024056028574705124, -0.041628189384937286, -0.11782098561525345, 0.05170576274394989, -0.01794261671602726, 0.01366228237748146, -3.374839963043996e-8, -0.05568063631653786, -0.06566781550645828, 0.032667241990566254, 0.03863443061709404, 0.024338973686099052, 0.07150197774171829, 0.10602831095457077, 0.15043675899505615, -0.05169254541397095, -0.07702010869979858, -0.029185805469751358, 0.0856127068400383, 0.004770244471728802, 0.012628959491848946, 0.01837257854640484, -0.01727079600095749, -0.0002505705342628062, -0.042249299585819244, -0.0041983164846897125, -0.016499673947691917, -0.004277228843420744, 0.08327484875917435, 0.06187184154987335, 0.03978612273931503, 0.05365601181983948, 0.01818627491593361, -0.058001983910799026, -0.002131010638549924, 0.03749537095427513, 0.03892039880156517, -0.020415494218468666, -0.020916957408189774, -0.08889343589544296, -0.030375061556696892, 0.08416908979415894, -0.022105799987912178, -0.012993959710001945, -0.033316586166620255, -0.06726782023906708, 0.04860334098339081, 0.08377277851104736, 0.0245955940335989, 0.02523435652256012, 0.06523800641298294, 0.021195795387029648, -0.019293678924441338, 0.011593982577323914, -0.027347007766366005, 0.05780159682035446, -0.042194850742816925, -0.07462319731712341, -0.0314444825053215, -0.04287309572100639, 0.026770375669002533, -0.021931204944849014, -0.027287380769848824, 0.02190256118774414, 0.0190536268055439, 0.08925137668848038, 0.005597688723355532, 0.08043277263641357, -0.04624811187386513, -0.0070263403467834, 0.09358638525009155 ]
p
There are several discussions like this, but they only suggest to iterate over top search results and apply conditions consequently after the search.
[ "articles", "articles/filtrable-hnsw" ]
7,021
[ "Filtrable HNSW - Qdrant", "Filtrable HNSW" ]
/articles/filtrable-hnsw/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(3)
[ -0.08632374554872513, 0.05279216542840004, -0.010401824489235878, -0.029569311067461967, 0.03984856233000755, -0.010663049295544624, -0.0376572422683239, -0.05825084075331688, -0.07316607981920242, -0.005246800370514393, -0.06112644076347351, 0.039846453815698624, -0.007451614364981651, 0.005161953624337912, -0.03962283954024315, 0.03089604340493679, 0.03222043067216873, 0.09240882098674774, 0.037118278443813324, 0.029109081253409386, 0.03624628856778145, -0.004523183684796095, -0.013342076912522316, -0.033657897263765335, 0.0018553435802459717, -0.05685216560959816, -0.006592902820557356, -0.059999726712703705, 0.03083876520395279, -0.021622711792588234, 0.03535867854952812, 0.04249739646911621, 0.024453332647681236, 0.0820862278342247, 0.008681584149599075, 0.012674670666456223, -0.08403383940458298, 0.007427553180605173, -0.00549553707242012, -0.00021640706108883023, -0.02357182651758194, 0.060734689235687256, 0.006218099966645241, -0.007894149050116539, 0.019355332478880882, 0.018290353938937187, -0.049799468368291855, 0.021357718855142593, -0.044577229768037796, -0.10830868780612946, -0.08798778057098389, -0.014037959277629852, -0.024050967767834663, 0.015139770694077015, 0.0013814474223181605, -0.019147321581840515, -0.005505741108208895, -0.06917859613895416, -0.004346449393779039, 0.02049906551837921, 0.09917878359556198, -0.07418452203273773, -0.015978705137968063, -0.02022619917988777, 0.03337609022855759, 0.014219241216778755, 0.05573887377977371, -0.011282237246632576, 0.06267629563808441, 0.0005516343517228961, 0.07875590771436691, 0.06261458992958069, -0.06394732743501663, 0.07508150488138199, 0.061772990971803665, 0.11377479881048203, 0.09354135394096375, 0.028043096885085106, 0.016151096671819687, -0.012588359415531158, -0.05612889304757118, -0.025812644511461258, 0.04978345334529877, -0.01944848708808422, 0.03589518740773201, -0.060033299028873444, -0.0379091277718544, -0.12284497171640396, 0.1192377433180809, 0.013765479438006878, -0.004680677782744169, -0.021131673827767372, -0.03689959645271301, -0.04285073280334473, -0.04131748154759407, -0.037950921803712845, 0.009260800667107105, 0.02499532885849476, 0.0017855673795565963, 0.04880528524518013, -0.0008370474679395556, 0.11535508930683136, -0.02902398630976677, -0.012779640965163708, 0.010938967578113079, 0.012564522214233875, 0.09478030353784561, -0.06585514545440674, -0.015689877793192863, -0.047300275415182114, 0.08194287866353989, -0.023159852251410484, 0.14955765008926392, -0.10252699255943298, -0.03153753653168678, -0.031099660322070122, -0.012291613966226578, 0.02846485935151577, 0.09762131422758102, 0.002670716494321823, -0.0686229020357132, -0.01876572147011757, -0.027369527146220207, 0.007540777325630188, 0.0544462613761425, 0.08319294452667236, -0.11109307408332825, 2.57178694834731e-33, -0.030518993735313416, 0.011548759415745735, -0.009609470143914223, -0.07507244497537613, -0.06548842787742615, 0.012091746553778648, -0.008374163880944252, 0.0012735598720610142, 0.007687485311180353, -0.06905189156532288, -0.026731250807642937, -0.02540159597992897, -0.028217481449246407, -0.05820133537054062, 0.09567306190729141, -0.09506699442863464, 0.12229202687740326, 0.044874563813209534, -0.03763129562139511, -0.008808936923742294, 0.03630540892481804, -0.05522403493523598, -0.03350762650370598, -0.08593551814556122, 0.020155062898993492, -0.01934635639190674, 0.025888370350003242, -0.13017050921916962, 0.0322551466524601, 0.011036965996026993, -0.06445632874965668, 0.042126867920160294, -0.029307754710316658, 0.12640467286109924, 0.0270222220569849, 0.0230744406580925, 0.006432653870433569, 0.06004060059785843, -0.006410273257642984, -0.0012598030734807253, -0.043021060526371, 0.05467875674366951, 0.09089066833257675, -0.03959218040108681, -0.05819105729460716, -0.05443020164966583, 0.05634595826268196, 0.0685151219367981, -0.02062474936246872, -0.05678724870085716, 0.014787393622100353, 0.07170893251895905, -0.07434216141700745, -0.0469973161816597, 0.08658207207918167, 0.008369573391973972, 0.024963311851024628, 0.0019855836872011423, 0.06997990608215332, 0.08503694832324982, -0.02997322380542755, -0.052811045199632645, 0.04877550154924393, 0.008867104537785053, 0.003460911102592945, 0.019319681450724602, -0.04074676334857941, -0.05503217503428459, 0.0818672776222229, 0.09743547439575195, -0.02490030601620674, -0.02004394307732582, 0.045379795134067535, -0.014680590480566025, 0.011839971877634525, -0.017206668853759766, 0.11015873402357101, -0.08696203678846359, -0.002992469584569335, -0.09975661337375641, -0.048155527561903, 0.024261711165308952, 0.04328042268753052, 0.06046200171113014, 0.05026543140411377, -0.11233324557542801, 0.030460558831691742, -0.015100336633622646, -0.058621007949113846, -0.0775415301322937, -0.01119587104767561, -0.00964265689253807, 0.0036967615596950054, 0.06472636014223099, 0.015815474092960358, -8.354679161675556e-34, -0.03418276458978653, -0.04672670364379883, -0.03129958361387253, -0.009671318344771862, 0.08184841275215149, -0.02194308117032051, -0.010639478452503681, -0.10123395919799805, 0.001228083623573184, -0.006306012626737356, -0.02799331024289131, -0.07516118139028549, 0.027773993089795113, -0.007135485764592886, -0.05524265766143799, 0.002230422105640173, -0.019548580050468445, -0.009128395467996597, 0.02591545507311821, 0.10642556101083755, -0.08046847581863403, 0.08628885447978973, -0.07598953694105148, 0.008923860266804695, 0.08393619954586029, 0.0518336296081543, -0.03988436236977577, 0.041046708822250366, -0.06040826439857483, 0.025797856971621513, -0.03378082439303398, -0.013739599846303463, -0.13877663016319275, -0.010885510593652725, 0.017870314419269562, 0.04099073261022568, 0.0078042601235210896, 0.02096448466181755, 0.007297819945961237, 0.0620867982506752, 0.03008561208844185, 0.029150471091270447, -0.06566435098648071, 0.05070425570011139, 0.03850315511226654, -0.016280829906463623, 0.009836900979280472, 0.0010813944973051548, -0.018242374062538147, 0.08004121482372284, -0.01487143523991108, -0.0029660388827323914, 0.013253886252641678, -0.024576609954237938, -0.0169686209410429, -0.030036650598049164, -0.009036662988364697, 0.012804395519196987, 0.08352672308683395, 0.04378161206841469, -0.04804295301437378, -0.05584890767931938, 0.03660451993346214, 0.03748525306582451, 0.016120703890919685, -0.0037865887861698866, 0.007859140634536743, 0.02721741609275341, -0.08180803060531616, -0.0020511613693088293, 0.04691168665885925, 0.013121667318046093, 0.04389718174934387, 0.06666436046361923, -0.013925274834036827, 0.011546565219759941, 0.08202268183231354, -0.012024951167404652, 0.03795595467090607, -0.015877828001976013, -0.0626019760966301, 0.05622377246618271, 0.017879389226436615, 0.030838865786790848, -0.023762408643960953, 0.0483475998044014, -0.0007237917743623257, 0.04325610399246216, 0.0326191671192646, 0.05014192685484886, -0.0019885653164237738, -0.02196604385972023, 0.08434528857469559, -0.0582442581653595, -0.072200708091259, -2.6100948957719083e-8, -0.03500878065824509, -0.0876712054014206, -0.019467296078801155, 0.052918706089258194, 0.12692885100841522, -0.036378562450408936, 0.020547091960906982, 0.06390535086393356, -0.07250948995351791, -0.051989853382110596, 0.05032632499933243, 0.07413214445114136, 0.01670130155980587, 0.005039413925260305, 0.008229538798332214, -0.02140970714390278, 0.0383574515581131, -0.06149117276072502, -0.08992335945367813, 0.011156335473060608, -0.007387644611299038, 0.08459118008613586, -0.04961022734642029, 0.050487518310546875, 0.002686768304556608, -0.02150105871260166, -0.025357946753501892, 0.0017737261950969696, 0.070233553647995, 0.07875338196754456, -0.057020340114831924, 0.006816025357693434, 0.0003491136012598872, 0.05275828763842583, 0.020159702748060226, 0.05038353055715561, -0.04761761054396629, 0.033722568303346634, -0.19683590531349182, -0.0156734399497509, 0.047729767858982086, 0.03283463791012764, -0.005893890745937824, -0.0028907395899295807, 0.03652149811387062, -0.0005157171981409192, 0.007814466021955013, -0.08532919734716415, 0.030541859567165375, 0.0291157029569149, -0.051963962614536285, -0.016749398782849312, 0.024462010711431503, 0.0019471299601718783, 0.028657907620072365, -0.027715012431144714, 0.005235397256910801, -0.04281182587146759, -0.0026897811330854893, 0.006287708412855864, -0.020424596965312958, -0.03814578428864479, 0.08059766888618469, 0.012757858261466026 ]
p
Let’s see if we could somehow modify any of ANN algorithms to be able to apply constrains during the search itself.
[ "articles", "articles/filtrable-hnsw" ]
7,022

This is a dataset created using vector-io

Downloads last month
0
Edit dataset card

Collection including aintech/vdf_qdrant-web-site-docs-2024-04-05