https:--www.memfree.me-docs-deploy-embedding-fly-io.jsonl

{"create_time":1723175231099,"title":"One Command Deploy Embedding Service on Fly.io","url":"https://www.memfree.me/docs/deploy-embedding-fly-io","image":"","text":"Title: One Command Deploy Embedding Service on Fly.io\nDocs\n\nOne Command Deploy Embedding Service on Fly.io\n\n## [](#how-to-deploy-embedding-service-on-zeabur)How to deploy Embedding Service on Zeabur\n\nYou could refer to [One Click Deploy You Own Hybrid AI Search Engine](https://www.memfree.me/docs/one-click-deploy-ai-search)","vector":[-0.0137599185,-0.04274591,-0.014418513,-0.044188548,0.0681802,-0.06165698,0.06473042,0.1153481,-0.078529544,0.023144888,0.06504404,0.048108753,-0.04710518,-0.07940767,0.05726635,0.0559178,-0.10945211,0.0057979827,-0.08643267,-0.058708984,0.06874471,-0.04083285,-0.04995909,-0.032804273,0.06272328,-0.017092092,-0.0064095347,0.04829692,-0.028084347,-0.006554582,0.030656,0.0037496758,0.02029098,-0.03178502,0.076522395,-0.037226263,0.06247238,0.03641086,-0.065357655,-0.002163953,-0.010600233,0.01797022,-0.027206222,0.031110745,0.0059155887,-0.008765577,0.027143497,-0.027300306,-0.006860358,-0.0501159,0.037978943,0.0016327653,-0.026704434,-0.02374076,0.0068015554,-0.00440631,0.10506149,0.04980228,-0.0002736793,-0.008687174,-0.044313993,-0.043529954,0.0046689636,-0.022627423,-0.04748152,0.10462242,0.05325206,0.0050374633,-0.08674629,0.0092752045,-0.036912646,-0.003886883,-0.002912712,-0.039390218,-0.029307451,-0.038606174,0.045066673,-0.01800158,-0.012019347,0.0034321393,0.054255635,0.0019757831,-0.04973956,0.0436554,0.16696936,0.01952262,-0.047418796,-0.13648584,-0.06269191,-0.01321109,-0.050304066,-0.021216149,0.09402219,-0.014990862,0.017985899,-0.017154817,-0.06673756,-0.019663747,-0.104810596,0.040174257,-0.014622363,-0.0142303435,0.008326515,-0.05017862,-0.053691123,0.055196483,0.09013335,0.023787802,-0.038982514,0.047011096,-0.020745723,-0.06498131,-0.0195383,0.05287572,-0.03518776,-0.003124403,0.02316057,-0.10650412,-0.012356485,0.0027715848,-0.0017317504,-0.06949739,0.015022225,-0.015963074,-0.018926749,-0.0143244285,-0.054506525,-0.007871771,0.07313534,-0.061939236,0.04309089,0.01129803,-0.006033195,0.0014641965,0.07075185,-0.004927697,0.0532207,0.0066917893,-0.012897474,-0.021921786,-0.088377096,-0.018550409,-0.07721235,0.06930922,0.020212576,0.059681196,0.039421577,-0.025873352,-0.011337232,-0.057329074,-0.12588562,-0.04845373,0.0689956,0.0770869,0.010325819,-0.04421991,-0.00860877,0.02143568,0.021780657,0.08724808,0.021906104,-0.14162916,-0.04340451,0.049457304,-0.0071622143,0.06648667,0.05438108,-0.0043514273,-0.040676042,0.039578386,0.045066673,0.02932313,-0.008506844,-0.009635863,-0.10694318,0.024007333,0.035846353,-0.034685973,0.010090607,0.041366,-0.06366412,0.08455098,0.042055957,0.013085644,-0.034685973,0.067929305,0.031110745,0.015657298,0.0054294835,-0.05707818,-0.014983023,0.034560524,0.10499876,-0.027817773,0.024744332,-0.044313993,0.084111914,0.09559027,-0.036222693,-0.005398122,-0.06905833,-0.06325642,0.002028706,-0.0024383673,-0.027551198,0.050147258,0.027864816,-0.099290945,-0.007997218,-0.019946001,0.018315196,-0.055572823,-0.044439442,-0.058614902,0.03565818,0.043059528,-0.051903512,0.031737976,-0.069685556,0.05783086,0.012497612,0.023787802,-0.025841989,-0.038606174,-0.11961329,-0.09841282,-0.0322084,-0.0654831,-0.0016102241,0.04042515,-0.012983718,-0.030671682,0.023881888,0.042934082,-0.03885707,-0.04861054,0.03064032,-0.061562896,0.0041397363,0.08505276,-0.04061332,-0.015586734,0.004735607,-0.043686762,-0.0042612627,0.0136658335,-0.031800702,-0.038951155,0.0043396666,-0.039107963,0.0050296225,0.016605986,0.028005943,0.019506939,0.035501376,0.06761569,0.03122051,-0.03314925,-0.023019442,-0.028005943,0.009251683,0.044533525,-0.019616704,0.017092092,-0.015798425,-0.13535683,0.0143244285,-0.048955515,-0.0332747,0.047795136,0.027551198,-0.08473915,0.022376528,0.014253864,0.012615219,-0.023693718,0.008530365,-0.04004881,0.009988681,-0.04600752,-0.022705825,0.05422427,0.052028958,0.072445385,-0.08674629,-0.029385855,-0.045599822,-0.1457689,-0.069183774,-0.06987373,-0.03854345,0.015790585,0.096970186,0.047983307,0.051150832,-0.0022697984,0.03123619,0.06253511,0.029354492,-0.0047787298,-0.07940767,0.046289776,-0.021514084,0.03159685,-0.022360848,0.06347595,0.035909075,0.037132178,0.008969428,0.030483512,0.08423736,0.044753056,-0.047167905,-0.09326951,0.029777875,0.11309007,0.07062641,0.0034380194,-0.011768455,-0.014536119,0.07181815,-0.073198065,-0.20309797,0.024195503,0.04045651,-0.03791622,0.06491859,0.018566089,-0.013258132,0.027927538,-0.009071354,-0.1274537,0.07514248,0.03594044,-0.022564698,-0.08699718,-0.022988081,-0.01052967,0.081853874,-0.016935285,-0.017876133,-0.013195409,-0.023599632,-0.010960893,0.0057038977,-0.021404319,0.0089459075,0.05149581,0.07928222,-0.047167905,0.0018875785,-0.037132178,0.06416591,-0.035375927,0.035375927,-0.07219449,-0.042463657,-0.0068446775,-0.049551386,0.0735744,-0.012999399,-0.06366412,0.010035724,0.043906294,-0.025747905,-0.061719704,0.0053549996,-0.08323379,0.0037496758,-0.03236521,-0.06516948,0.033055168,-0.06554582,0.0060959184,-0.025010906,-0.04274591,0.044470802,0.02872726,0.029605387,0.030734405,0.10782131,-0.08392374,-0.013955928,-0.024367992]}
{"create_time":1723175231099,"title":"One Command Deploy Embedding Service on Fly.io","url":"https://www.memfree.me/docs/deploy-embedding-fly-io","image":"","text":"## [](#how-to-deploy-embedding-service-on-zeabur-on-flyio)How to deploy Embedding Service on Zeabur on Fly.io\n\n### [](#get-flyio-account-optional)Get Fly.io Account (Optional)\n\n*   Go to [Fly.io](https://fly.io/) and create an account.\n\n### [](#install-flyctl-optional)Install Flyctl (Optional)\n\n*   Install `flyctl` by following the instructions [here](https://fly.io/docs/flyctl/install/).","vector":[-0.035317227,-0.013456138,-0.015290444,-0.07835497,0.030361867,-0.11334366,0.056726586,0.12298062,-0.07791693,0.042818718,0.07172956,0.037726466,-0.069265574,-0.04265445,0.06614452,0.021970602,-0.107977636,-0.0025700813,-0.056124277,-0.054180462,0.06937508,-0.0187811,-0.04314725,-0.07446734,0.051990245,-0.017535415,0.0022552377,0.05133318,-0.05311273,0.016741462,0.04090228,0.013880492,0.058150228,-0.02413344,0.068718016,-0.035235096,-0.0013868514,-0.005663761,-0.04325676,-0.016002264,-0.037151534,0.038109753,-0.03862993,0.0340031,0.0018154836,-0.0031997683,0.0021423048,0.010211881,-0.012135164,-0.11120821,-0.02257291,-0.0013432183,0.023969173,-0.058095474,-0.007802644,0.0373158,0.0373158,0.051086783,0.01675515,0.004599453,-0.01913701,-0.06472088,-0.003644656,-0.024763126,-0.026378412,0.053769797,0.038821574,0.008877218,-0.11098918,0.020300562,-0.0154547095,-0.021026071,0.00083159754,-0.04421498,-0.016015952,0.003935544,0.07145579,-0.013812048,-0.0010874079,-0.008706108,0.024106063,-0.03236044,-0.06149031,0.06362577,0.1543007,0.053057976,-0.06313297,-0.12111893,-0.028021073,-0.022504468,-0.008001132,-0.095767185,0.023380553,-0.04481729,-0.008350197,-0.02067016,-0.044981554,-0.032059282,-0.07988812,0.020793362,0.036412336,0.01795977,-0.00065235916,-0.056288544,-0.051305804,0.08498037,0.075781465,0.045693375,-0.012463696,0.0033845678,0.036111183,-0.016125463,0.010738902,0.03397572,-0.06986788,0.03578265,0.009281039,-0.07348174,0.022217002,-0.0051333182,0.00597176,-0.042982984,-0.01520831,-0.019109633,0.019739319,-0.025009526,-0.055576723,-0.002694992,0.06619927,-0.062366392,0.025406502,-0.028062139,0.02425664,-0.018685278,0.044872046,-0.014031069,0.012881206,0.01901381,-0.012087253,0.0045720753,-0.094781585,-0.014688134,-0.040327348,0.09401501,0.00719349,0.026186766,0.019506609,-0.024995837,-0.043941204,-0.06789669,-0.09319368,-0.048650168,0.11334366,0.038246643,0.0014997844,-0.048704922,-0.032031905,-0.010971612,0.067458645,0.098669216,0.0301976,-0.12396621,-0.051141538,0.019944653,-0.02067016,0.06121653,0.024188194,0.013634093,-0.010821035,0.046076663,0.09040116,0.02413344,-0.025598146,0.011026368,-0.104199514,0.03945126,0.07485063,-0.014154269,0.058916803,0.0150988,-0.051524825,0.035618383,0.040847525,0.02329842,-0.013716226,0.11597192,0.0048971856,0.03496132,0.024010241,-0.060887996,-0.019205455,0.021737892,0.06838949,-0.05754792,0.008952507,-0.058971558,0.0330175,0.08525415,-0.03849304,-0.038821574,-0.08602072,-0.047144394,-0.019150699,-0.016850973,-0.036658738,0.049170345,0.013777826,-0.060011912,-0.010068148,-0.016933106,0.004048477,-0.062256884,-0.03222355,-0.060230933,0.054618504,0.020286873,-0.026186766,0.04717177,-0.044543512,0.03030711,0.040573746,0.022805622,-0.0016041619,-0.026337344,-0.09346746,-0.09735509,-0.038602553,-0.08284491,-0.067184865,0.03556363,0.05886205,-0.032469947,0.08339246,0.04040948,-0.05727414,-0.019958341,0.014715512,-0.07890252,-0.019739319,0.08377575,-0.08541841,0.019670876,-0.014852401,-0.025776101,-0.06258541,-0.027980005,-0.05264731,0.011224856,-0.021710513,-0.06083324,-0.003485523,0.0040758546,0.039259616,-0.040491614,0.025255926,0.068279974,0.03624807,-0.028554937,0.024352461,-0.018206168,0.00962326,0.0016469395,-0.04651471,-0.007823177,0.0568361,-0.11936676,0.03841091,-0.05125105,-0.033099636,0.04410547,0.019520298,-0.03887633,0.017083682,-0.024174506,0.04834901,0.03353768,-0.0059033157,-0.028582316,0.05908107,-0.045255333,-0.05431735,0.011238544,0.04481729,0.09193431,-0.049608387,-0.013408227,-0.080490425,-0.16295205,-0.067458645,-0.07764315,-0.06083324,0.03304488,0.076767065,0.04506369,0.02841805,0.033127014,0.009274195,0.057602674,0.048184745,-0.015769552,-0.09226284,0.029348891,0.04103917,0.047226526,0.01997203,0.04065588,0.036823,0.0058793603,0.007987443,0.077588394,0.119914316,0.01889061,-0.074248314,-0.08788241,0.03813713,0.0832282,0.053304374,-0.04292823,-0.038055,-0.031073686,0.055795748,-0.08251638,-0.16766101,0.01075259,0.06674682,-0.025885612,0.034495898,0.019287588,0.007439889,0.053715043,-0.012703251,-0.10923701,0.033099636,0.03862993,-0.015892753,-0.07200334,-0.051606957,0.04719915,0.087170586,-0.068279974,0.0030474798,-0.025283303,0.01701524,0.0033144124,0.025392814,-0.030224977,0.052729443,-0.01033508,0.08289967,-0.03649447,0.0016110063,-0.0046918527,0.03638496,-0.057876453,0.08892276,-0.08443282,-0.012203609,0.015044045,-0.060887996,0.095767185,0.014893467,-0.03802762,-0.029923823,0.07621951,-0.024927393,-0.045008935,-0.017535415,-0.0898536,0.017494349,-0.029212002,-0.053988818,0.0074467333,-0.06953935,-0.008377575,-0.010560947,-0.07129152,0.011888765,0.08196882,0.049635764,0.023503752,0.04741817,-0.097136065,0.001582773,0.023818595]}
{"create_time":1723175231099,"title":"One Command Deploy Embedding Service on Fly.io","url":"https://www.memfree.me/docs/deploy-embedding-fly-io","image":"","text":"### [](#clone-memfree-code-from-github)Clone MemFree Code From GitHub\n\n### [](#deploy-memfree-vector-service)Deploy MemFree Vector 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{"create_time":1723175231099,"title":"One Command Deploy Embedding Service on Fly.io","url":"https://www.memfree.me/docs/deploy-embedding-fly-io","image":"","text":"## [](#the-advantages-of-deploying-on-flyio)The Advantages of deploying on Fly.io\n\nYou could refer to [One Command Deploy Searxng on Fly.io](https://www.memfree.me/docs/deploy-searxng-fly-io)","vector":[-0.0594184,0.0036106645,-0.007221329,-0.05856156,-0.010941158,-0.044390783,0.04748858,0.10631379,-0.08311325,0.055628538,0.0709198,0.035163302,-0.012374714,-0.07355622,-0.007056553,0.12140731,-0.08278371,-0.050619334,-0.047884043,-0.08429965,0.06614128,-0.03648151,-0.12200051,-0.021981182,0.013692926,-0.031356964,-0.010529217,0.045445353,-0.085156485,-0.017499262,0.07658811,0.036811065,0.020218074,-0.014706301,0.013050297,-0.061890047,0.005590042,-0.016131617,-0.044390783,0.033680312,-0.031439353,-0.047686312,-0.017350962,0.07250165,0.011814473,-0.008494227,0.008362406,-0.024073843,-0.006739358,-0.0802791,0.030945024,-0.007258404,-0.017845294,-0.0015540482,-0.024288053,0.009235722,0.123582356,-0.05338758,-0.060934342,-0.055233076,0.0053181606,-0.017845294,0.031917203,-0.044522606,-0.01596684,0.08574968,0.002900066,-0.010801098,-0.076258555,0.0037486649,-0.052497786,0.06528444,-0.03290586,-0.034438282,-0.025589786,-0.053618267,0.03165356,-0.07619265,-0.047159027,-0.0052563697,0.034075774,0.05246483,-0.029643288,0.021552764,0.12720744,0.025754564,-0.040337283,-0.1295143,-0.062021866,-0.059879772,0.022393124,-0.01919646,0.06673447,0.023414738,0.038096324,0.0024901845,-0.04083161,-0.04903748,-0.032625742,0.017845294,-0.06310939,-0.0047414433,-0.022294257,-0.0454124,-0.0407657,0.009120378,0.03608605,0.049795453,-0.01071871,0.080476835,0.03522921,-0.114223056,-0.08785882,-0.001309973,-0.07085389,0.002199766,0.009342826,-0.11072979,-0.023233483,-0.014104866,0.021322077,-0.0073449113,-0.002774424,-0.019641357,-0.041952092,-0.019954432,0.06044001,0.008284138,0.052069366,-0.009573514,0.010216142,0.03293882,0.043468036,0.04735676,0.08429965,0.0029124243,0.040963434,0.054343283,-0.0025334384,-0.022442557,-0.11369577,-0.050652288,-0.046071503,0.07105162,0.039711133,0.08429965,-0.0062120734,-0.03964522,0.0016899888,-0.047917,-0.10717062,-0.051739816,0.09629537,0.025952296,0.06808564,-0.009235722,-0.007798047,0.113168485,0.019937955,0.031340487,-0.022343691,-0.14566241,-0.063438945,0.074149415,-0.019509535,0.07599491,0.050981842,-0.024502262,0.015810303,0.06416396,0.085617855,0.013964807,-0.072897114,0.017252097,-0.028423943,0.060077503,0.030450692,-0.03503148,0.07190845,0.012226415,-0.08317917,0.049696587,-0.016906066,0.04063388,-0.025622742,0.09062707,0.021009002,0.07784041,0.021799928,-0.059022933,0.024419874,0.0046137413,0.10796155,-0.060077503,0.031917203,-0.011575548,0.0027909016,0.05009205,0.023447692,-0.0550683,-0.048642017,-0.048839748,0.0012553908,0.00090575573,-0.0009721812,0.011451965,0.04379759,-0.05862747,0.0022924528,-0.053058024,-0.04771927,-0.056781974,-0.007546763,-0.011484921,-0.011501398,0.036250826,-0.008774348,0.02878645,-0.055793315,-0.025738087,0.0021400345,0.021552764,-0.035361033,-0.040732745,-0.09497716,-0.09906362,-0.015217108,-0.06719585,0.04854315,0.07078797,-0.08509057,-0.04966363,0.059583176,0.022228347,-0.08640879,-0.06712994,0.09794314,-0.055167165,-0.012992625,0.04897157,-0.0634719,-0.026875043,-0.01443442,-0.035163302,0.08265188,-0.041227076,-0.0025128413,-0.036053095,-0.009433453,-0.002541677,-0.023217006,0.004918578,-0.0140883885,0.049795453,0.030977977,0.040930476,-0.06587764,0.0018022427,-0.02837451,-0.018603265,0.00011115976,0.02423862,0.034372374,0.06979932,-0.007550882,-0.109345675,0.050817065,-0.065745816,-0.0057053855,0.02339826,0.050487515,-0.071183436,-0.03552581,0.03552581,0.038755428,0.014442658,0.027847225,0.031422876,0.013404567,0.0068011493,0.02486477,0.006179118,0.042578243,0.03522921,-0.07421532,-0.0076621063,-0.017383918,-0.11850724,-0.036382645,-0.059945684,-0.048642017,-0.011031785,0.064493515,0.05216823,0.048642017,0.054738745,-0.002788842,0.015390123,0.0169555,0.0024016171,-0.09240665,0.049268167,0.022755632,0.021420943,0.028127344,0.046071503,0.013594059,0.050190914,-0.01876804,-0.012984387,0.095108986,0.04567604,0.023777246,-0.14856248,0.015093526,0.061560493,0.07678584,-0.030104663,-0.013577582,-0.041952092,0.09293393,-0.026940955,-0.18744972,-0.00034088135,0.048576105,-0.057078574,0.061890047,-0.00588252,-0.047027208,0.047389716,-0.04287484,-0.048378374,0.019723745,0.071183436,-0.007439658,-0.08970431,-0.035822406,-0.00637685,0.09372486,0.007690942,-0.00012017097,-0.0044613234,-0.026347758,0.031554695,0.040963434,-0.033630878,-0.023233483,0.019558968,0.06775609,-0.0055117733,0.0020967808,-0.046269234,0.054178506,-0.018224278,0.11534353,-0.06123094,-0.017350962,-0.0024016171,-0.023101663,0.0535194,0.01898225,-0.07441306,-0.075467624,0.07896089,-0.019789655,-0.0018156308,0.0069741644,-0.08060865,-0.038491786,0.018273711,-0.07243574,0.020794792,-0.033548493,0.011567309,0.0017476606,-0.03727244,0.028687585,0.021470375,0.0042038597,0.030912068,0.076719925,-0.017334485,-0.04518171,-0.0027620657]}
{"create_time":1723175231099,"title":"One Command Deploy Embedding Service on Fly.io","url":"https://www.memfree.me/docs/deploy-embedding-fly-io","image":"","text":"## [](#why-do-you-need-to-deploy-your-own-embedding-service)Why do you need to deploy your own embedding service?\n\nYou could refer to [Hybrid AI Search 1 -- how to build fast embedding service](https://www.memfree.me/blog/fast-local-embedding-service)","vector":[-0.014285648,-0.021861052,-0.021382753,-0.053850774,0.063360475,-0.066792965,0.07951008,0.08108565,-0.06971903,0.013314984,0.030470423,0.033818513,0.0046985787,-0.03834828,0.07495218,0.045466486,-0.037785575,-0.011697209,-0.047407813,-0.026179805,0.00587674,-0.06555502,-0.07410812,-0.05733954,0.045860376,0.0071217227,-0.020046331,0.033677835,-0.08271749,0.03002026,0.043412615,-0.044594295,0.021664105,-0.06341674,0.0038932085,-0.037194736,0.09729152,0.02685505,-0.07270136,0.0037419817,0.07264509,-0.0016960251,0.0058556385,-0.0015746921,0.018189408,-0.0617849,-0.027853848,0.00873598,-0.018723976,-0.06769329,0.044312943,-0.054722965,0.028304012,-0.017218743,-0.01064214,0.00271153,0.115804486,-0.055370077,0.057198863,-0.045466486,-0.009235379,-0.01870991,-0.008032599,-0.046535622,-0.067524485,0.08463068,0.0068509215,0.03992385,-0.038263872,0.026278278,-0.03893912,0.015980795,0.08187343,-0.05635481,0.0036153733,-0.07410812,0.03255243,0.03635068,0.0024706223,0.015910456,0.034099862,-0.026081331,0.020116668,0.024618302,0.13684961,0.05024947,-0.022648837,-0.107476465,-0.03207413,0.022733243,-0.13606183,-0.07343288,0.091664486,-0.013139139,0.004621207,0.0221002,-0.040092662,-0.044509888,-0.09509698,0.042652965,0.014574034,-0.02163597,-0.01095866,-0.030498559,-0.018119069,0.021087334,0.06572383,0.018428557,-0.009798083,0.11906817,0.004090155,-0.06431707,-0.011950427,-0.038826577,-0.014398189,-0.0148272505,-0.005141708,-0.11625465,0.07911619,-0.07770943,0.006242498,-0.017457893,-0.011725345,-0.033199538,-0.03331208,0.019385153,-0.042878047,-0.0050924714,0.06319166,-0.0457197,0.056439213,0.014756913,0.020791914,-0.015122671,-0.020904453,0.053850774,0.07900365,0.10353754,0.06876243,-0.0055461517,-0.08277376,-0.043693967,-0.09852947,-0.012358387,0.021621902,0.03629441,-0.01589639,0.049377277,-0.034268674,-0.04684511,-0.12323218,0.005567253,0.052781638,0.038798444,-0.005437128,-0.029738907,-0.015446225,-0.011324419,-0.05359756,0.057845972,0.040430285,-0.09627866,-0.005683311,0.063754365,-0.026629968,0.04003639,-0.010163842,-0.068030916,-0.06617399,0.04155569,0.039333012,0.10989609,0.07692164,0.008138107,-0.058183596,0.011120439,0.045072593,-0.095715955,0.014166074,0.03666017,-0.046001054,0.060997117,0.05869003,0.054188397,-0.050727766,-0.0040303674,0.0748959,0.006013899,0.09121432,-0.030976856,0.013856586,0.039839447,0.08997637,-0.0038228706,0.03283378,-0.10471922,0.054441612,0.0828863,-0.021354618,-0.02855723,0.016388755,-0.089526206,-0.022606634,0.020862252,0.029992124,-0.042484153,-0.044763103,-0.026770644,-0.0306111,-0.028332148,0.020454291,-0.031258207,-0.064879775,-0.11040253,0.034156132,0.02139682,-0.04906779,0.021185806,-0.060772035,-0.0016925082,0.0014331368,0.026348615,0.02069344,-0.06617399,-0.004860356,-0.06037814,0.008229546,-0.10145553,0.03896725,0.018681774,0.05773343,-0.0086375065,0.037813712,-0.001934295,-0.020482427,-0.02872604,0.027066063,-0.095828496,-0.034690704,0.08834453,-0.0331714,-0.0057958513,-0.034324944,-0.008961062,-0.028866716,-0.019779047,-0.051515553,-0.06032187,-0.059309002,-0.046282407,-0.022128336,0.002277193,0.02931688,-0.056411076,-0.003536243,0.08524966,0.03348089,-0.0011632147,-0.034915786,-0.012857787,0.045832243,-0.009664441,-0.03744795,0.025532695,-0.08237987,-0.08074803,0.063360475,-0.0069212597,-0.013118038,0.088625886,0.048364412,-0.029007392,-0.02204393,0.047914248,0.016740445,-0.0832802,-0.01049443,-0.04133061,0.055848375,-0.05148742,0.020327684,0.03055483,-0.028585365,0.05269723,-0.12930939,-0.061278466,-0.032327347,-0.059309002,-0.038376413,-0.04225907,-0.024140002,0.009256481,-0.0075120986,0.07101325,0.046169866,-0.024083732,0.062291335,0.036069326,0.059815437,-0.033199538,-0.08811945,0.00973478,-0.02193139,-0.010037233,-0.03815133,0.051853176,0.027136402,0.039389282,-0.0015342477,0.004149942,0.05624227,0.030667368,-0.05053082,-0.041105527,0.056579888,0.11220318,0.08524966,-0.0013698325,0.041780774,-0.028922986,-0.02883858,-0.011943392,-0.19998501,0.027516227,0.00718151,0.0025726124,0.07253255,0.03775744,0.021790713,0.035984922,-0.03575984,-0.0636981,-0.020440223,-0.00552505,-0.03559103,-0.09475936,-0.066905506,0.030864315,0.039079793,0.036800843,0.0088836895,-0.052444015,0.0051628095,0.011120439,-0.0046528587,-0.014517764,-0.01530555,0.058352407,0.07596504,-0.038770307,0.0017628461,-0.044312943,-0.021832917,-0.09110178,0.012857787,-0.09644747,-0.10770155,0.028711973,-0.083617814,0.13437372,-0.050558954,-0.057086322,-0.017162472,0.08975129,-0.022114268,-0.059759166,0.0020222175,-0.054244667,0.015178941,0.0038861746,-0.045888513,0.02034175,-0.035422217,0.0011948668,-0.039333012,-0.027600633,0.06549875,-0.0048568393,0.044931915,0.03646322,0.07523353,-0.071969844,-0.012921091,0.040430285]}
{"create_time":1723175231099,"title":"One Command Deploy Embedding Service on Fly.io","url":"https://www.memfree.me/docs/deploy-embedding-fly-io","image":"","text":"The primary reason for deploying your own embedding service is performance. With a local embedding service, you can achieve results in **milliseconds**.\n\nFor multilingual text embedding, I tested and found that the results of the `paraphrase-MiniLM-L6-v2` model are better than the openai `text-embedding-3-large` model.\n\nThe last point is that your data privacy is more controllable.","vector":[-0.03183522,0.04195959,-0.031862807,-0.04149062,0.036359463,-0.042621676,0.036249116,0.06764295,-0.08590544,0.0028086856,0.041104402,0.025600594,-0.028386865,-0.07503622,0.10907839,0.013179616,0.056442685,-0.030207597,-0.045352776,-0.017503854,-0.038980212,-0.04601486,-0.05920137,-0.107699044,0.09191937,0.034759425,-0.041766483,0.04022162,-0.057490986,0.055394385,0.03787674,-0.02522817,-0.01914527,-0.08204328,-0.0019741836,-0.08585026,0.08794686,-0.051752925,-0.088939995,-0.023241919,-0.019407347,0.022510866,0.015586568,-0.01583485,0.017117638,-0.08905034,-0.007489829,-0.03787674,-0.026786828,-0.06819468,0.011441644,-0.07442931,0.024869543,-0.054925412,-0.050263233,0.052966744,0.070622325,-0.022248792,0.057435814,-0.044304475,0.0005844963,-0.05842894,-0.028359277,-0.038731933,-0.1352859,0.041600965,-0.03638705,0.031366244,-0.028993776,0.019241825,-0.07481553,-0.018179731,0.06604291,-0.061629012,0.042207874,-0.04775283,0.016469346,0.038787104,0.008393298,0.029711032,0.0738224,0.017862482,0.053380545,0.037076723,0.17015566,-0.00321904,-0.007031197,-0.07586382,-0.021766022,0.0022862598,-0.1182924,-0.07051198,0.020290125,-0.043890674,-0.06036002,0.008227777,-0.07900873,-0.013696869,-0.05589095,0.07387757,-0.039311256,-0.024400566,-0.011751996,-0.07514657,0.016331414,0.016124511,0.028717907,0.0077312137,0.0075174156,0.06466357,-0.035973247,-0.09385045,0.029683447,-0.06493943,-0.062346272,-0.030648986,0.01033817,-0.031007616,0.084857136,-0.024083316,0.0058035827,0.036856025,0.050539102,-0.05266329,-0.034787014,0.018855609,0.0032690412,0.0064967023,0.0048897685,-0.064001486,0.029517924,0.062566966,-0.015683122,0.016800389,0.011165776,0.04121475,0.043890674,0.100967854,0.05903585,0.018662501,-0.016055545,-0.05299433,-0.071836144,0.013483071,0.0113244,0.00822088,-0.026166124,0.070732675,0.018593535,-0.059091024,-0.07569831,-0.055835776,-0.010600246,0.015434841,0.051752925,-0.052718464,0.011138189,-0.0066553266,-0.06703603,0.06565669,0.032745585,-0.027793748,0.009703673,0.067973986,0.004517346,0.06896711,0.022055684,-0.059587587,-0.09671948,0.040331967,-0.0452976,0.09125729,0.047476962,-0.020938417,-0.04935287,0.054539196,0.02204189,-0.07856734,0.015517601,0.08413988,-0.03095244,0.0780156,0.021338426,0.03412493,-0.041849244,0.022621214,0.082208805,0.049656324,0.0897676,0.011062325,0.005720822,0.03917332,0.06356009,-0.0790639,-0.0126485685,-0.05371159,0.0056863385,0.10670592,0.027904095,-0.031642113,0.047007985,-0.08910551,0.022303965,0.02046944,0.041325096,-0.047118332,0.009903678,0.027131664,-0.020441853,-0.014358954,0.08248467,-0.042345807,-0.08833308,-0.082760535,0.014965864,0.00141555,-0.031614527,0.010538175,-0.06769812,-0.06907746,-0.027655814,0.030345531,0.022635007,-0.12447185,-0.065822214,-0.02715925,-0.005465644,-0.063229054,0.020979796,0.012317527,0.070622325,-0.035669792,0.100967854,0.011034738,-0.016124511,-0.031173136,0.07167063,-0.09390562,-0.06902229,0.106595576,-0.032055914,-0.027862715,0.020759102,-0.049187347,-0.042842373,-0.052166726,0.013717559,-0.020524614,-0.030511051,-0.043752737,-0.0016715905,-0.018428013,0.03718707,-0.022635007,-0.031117963,0.051559817,0.035614617,-0.025973016,-0.0010414034,-0.047697656,0.09958851,-0.050594274,-0.057159945,0.10030577,-0.13329963,-0.057932377,0.048387326,-0.00587255,-0.01889699,0.0780156,0.013227893,0.006676017,-0.05404263,-0.009041589,-0.036028422,-0.004555278,-0.033959407,-0.01126233,0.09931265,-0.06273249,0.015200352,-0.00062673865,-0.028966188,0.08590544,-0.034290448,-0.04259409,-0.047835592,-0.04932528,-0.03746294,-0.03646981,-0.015903817,0.008455369,-0.009034692,0.055256452,0.024276424,-0.046814878,-0.0026793724,0.032276608,0.011517508,0.023862623,-0.052966744,0.02554542,0.0063346294,-0.0018362495,-0.039145734,0.040359557,0.025159204,0.05782203,-0.054015044,0.034676667,0.027793748,0.0036621538,-0.079394944,-0.019917702,0.05870481,0.04855285,-0.011358884,-0.03219385,0.0025224723,-0.019765975,0.05782203,0.008262261,-0.1704867,0.02619371,-0.009876091,0.046566594,0.0501253,-0.0022603972,0.06350492,0.017131431,-0.06841538,-0.05920137,-0.06554635,0.047780417,-0.009979541,-0.075919,-0.107699044,-0.03191798,0.0035828417,0.06703603,0.016014164,-0.11420954,0.026566133,0.036662918,0.010510588,-0.020814275,-0.023407439,0.04767007,0.030455878,-0.018276285,0.0020017705,-0.06499461,-0.019931497,-0.08916069,-0.014993451,-0.065215304,-0.06493943,0.030014489,-0.10471967,0.12259594,0.010496795,0.003624222,-0.020786688,0.08667787,-0.04968391,-0.06471874,0.01023472,-0.020841863,0.07498105,-0.016248653,-0.010531278,0.007600176,-0.019448727,-0.03216626,0.005207017,-0.030511051,0.06620843,-0.010365757,0.01591761,0.046566594,-0.03875952,-0.029269643,0.0071312,0.059091024]}