Erros "Net::HTTPBadResponse" em Gemini Embeddings

Bug
,
1

Estou usando o Gemini para o LLM, estou notando muitos erros nos logs e parece que eles vêm de uma tarefa de preenchimento de embeddings.

Exceção do trabalho: Net::HTTPBadResponse

/var/www/discourse/plugins/discourse-ai/app/jobs/scheduled/embeddings_backfill.rb:122:in `populate_topic_embeddings’

Com base no diagrama de arquitetura acima, ele só deve ser executado em um novo tópico, mas parece que há uma tarefa de preenchimento que também é executada em tópicos existentes. Isso em si é uma coisa boa, pois ajuda os tópicos existentes também.

Minha dúvida está relacionada aos limites. Se o Gemini for limitado a 60 consultas por minuto, suspeito que o limite possa estar causando os erros (há alguma maneira de confirmar?).
Quando um limite é atingido, o Discourse tenta novamente os embeddings para o tópico com falha depois de um tempo? Se sim, com que frequência e por quanto tempo? Se não, existe uma maneira de acionar manualmente a tarefa de preenchimento para tópicos relacionados para voltar e lidar com os tópicos não processados?

1 curtida
2

Você pode ajustar sua taxa de preenchimento retroativo usando a configuração oculta do site ai_embeddings_backfill_batch_size. Você pode defini-la como 50 para cumprir os limites gratuitos do Gemini.

2 curtidas
3

Obrigado. Acabei de fazer isso, presumo que o aplicativo não precise ser reiniciado. Talvez seja uma boa ideia expor essa configuração no painel de administração, na página de configurações de IA, pois suspeito que modelos diferentes podem fornecer limites escalonados.

Posso presumir que o módulo de IA continua tentando preencher retroativamente tópicos não processados indefinidamente, sem qualquer intervenção, se atingir um limite ou falhar por qualquer motivo (por exemplo, conectividade ou perda de autenticação)?

2 curtidas
4

Infelizmente, isso não parece estar funcionando. Ainda vejo o número de erros Job exception: Net::HTTPBadResponse continuando a aumentar. Tentei reiniciar o sistema, verifiquei no Rails se o número do lote de preenchimento (backfill batch) está definido como 50. O que mais posso fazer/verificar aqui?

5

Sim

Qual é a saída da execução do comando abaixo com sua chave de API?

curl https://generativelanguage.googleapis.com/v1beta/models/embedding-001:embedContent?key=API_KEY_GOES_HERE -H 'Content-Type: application/json'     -X POST     -d '{ \"content\": { \"parts\":[{ \"text\": \"Por que usar o Discourse para minha comunidade online?\"}]}}'
1 curtida
6 
{
  "embedding": {
    "values": [
      0.049835667,
      -0.053087797,
      -0.0026651944,
      -0.032271475,
      0.0008565384,
      0.012963673,
      0.04925958,
      0.02114348,
      0.017131783,
      0.07987728,
      0.00036036532,
      0.014957308,
      0.004499466,
      -0.031672746,
      0.045119844,
      -0.043746613,
      0.013044078,
      -0.015635632,
      -0.0034702981,
      0.00055249245,
      -0.043857947,
      -0.02738547,
      -0.0023206542,
      -0.043359935,
      0.018656434,
      -0.016405085,
      -0.025446353,
      -0.09162045,
      -0.009193362,
      0.030849759,
      -0.07839411,
      0.073293,
      -0.0053825686,
      -0.0059678303,
      -0.0006844548,
      -0.006315334,
      0.032252856,
      0.006667941,
      -0.027604295,
      0.05220841,
      -0.048274767,
      -0.029392688,
      -0.029355835,
      0.04653804,
      0.003945584,
      -0.043296136,
      -0.015069529,
      -0.023561781,
      0.029110815,
      -0.032166,
      0.04572339,
      0.029018285,
      0.048896253,
      -0.021334046,
      0.03946595,
      -0.0169248,
      0.016381577,
      -0.012894736,
      -0.05581367,
      -0.014831158,
      0.030060403,
      -0.008313037,
      -0.09008968,
      0.04903514,
      0.041317243,
      0.0027498198,
      -0.031350896,
      -0.0081006335,
      0.0390009,
      0.01456084,
      0.0315405,
      0.030226065,
      0.07349099,
      -0.052606054,
      -0.023721961,
      -0.053736396,
      -0.0710476,
      0.07822372,
      -0.0048553,
      -0.004152618,
      -0.0069499593,
      -0.03163849,
      -0.038669657,
      -0.03751683,
      -0.056960687,
      0.06533119,
      -0.057827037,
      0.01080756,
      0.017270816,
      0.034793865,
      -0.021642657,
      -0.01865893,
      -0.0056911353,
      -0.045503955,
      0.039082598,
      0.08366713,
      -0.007643605,
      -0.03659021,
      0.015616355,
      -0.003906713,
      -0.0076599843,
      -0.036598705,
      -0.01108682,
      -0.0069597336,
      0.05237777,
      0.06565515,
      0.027545689,
      0.06075108,
      -0.048622813,
      0.024223646,
      -0.071117215,
      0.034065973,
      -0.03702431,
      -0.017262084,
      0.010666043,
      -0.018599784,
      0.011046217,
      0.09575254,
      -0.010923603,
      -0.005287933,
      0.07443102,
      0.015511241,
      0.02358482,
      0.0038122602,
      0.0110562965,
      0.06479849,
      0.006115338,
      0.02237977,
      0.055337675,
      0.056075558,
      0.0025006428,
      -0.015629748,
      0.0009295725,
      0.053074196,
      0.08249292,
      0.06543386,
      0.019779298,
      0.0106866425,
      0.005572269,
      -0.0023958154,
      -0.0037621462,
      0.020007739,
      0.0139754675,
      0.00069694134,
      -0.06502769,
      0.022389991,
      -0.05675248,
      -0.04237161,
      0.0069264187,
      -0.043192238,
      -0.037506286,
      0.036144827,
      -0.04514279,
      0.00876093,
      0.041715626,
      -0.010649575,
      0.011852339,
      0.05341852,
      -0.012773308,
      -0.038706943,
      0.03152377,
      0.05521588,
      -0.00361507,
      -0.018567959,
      -0.012679102,
      -0.029120263,
      -0.026539568,
      0.00030241,
      -0.008183379,
      -0.03906954,
      -0.020941496,
      -0.0032074258,
      -0.026327813,
      -0.03912452,
      -0.027052578,
      -0.040369555,
      0.008954807,
      0.010244666,
      -0.0025794536,
      0.025502704,
      -0.07240107,
      -0.036659658,
      -0.010231007,
      0.016302444,
      0.042812273,
      -0.002724102,
      0.07421903,
      -0.10142466,
      -0.029415531,
      -0.043778807,
      0.016563682,
      -0.0270507,
      -0.000113599424,
      0.0033279394,
      -0.016658602,
      -0.021675194,
      0.05576477,
      0.06862853,
      -0.00652585,
      -0.01159096,
      0.012575702,
      0.10570678,
      0.054589298,
      -0.009304841,
      0.08004885,
      0.007919161,
      0.07728513,
      -0.041437797,
      -0.01067075,
      0.034822658,
      0.0018481511,
      -0.0014734427,
      0.0048331176,
      0.022597842,
      0.048678137,
      0.091887526,
      -0.020750577,
      0.019252019,
      0.030849814,
      -0.041854903,
      -0.014453777,
      -0.021936258,
      -0.014346192,
      0.0115072755,
      -0.052798618,
      0.04037987,
      0.0006653009,
      0.056538783,
      -0.007427154,
      -0.06047292,
      0.011042166,
      0.060032465,
      0.00742375,
      -0.034923185,
      0.040616427,
      0.010072564,
      -0.017704858,
      -0.039070953,
      -0.011488165,
      0.006652084,
      -0.041514922,
      0.03861204,
      0.013663087,
      0.08342337,
      -0.073423214,
      -0.0054284534,
      -0.0058582253,
      0.014006357,
      -0.0038960788,
      0.07571122,
      -0.0048305513,
      -0.031443343,
      0.052626867,
      0.0022661658,
      -0.08984796,
      0.0011647721,
      -0.035565842,
      -0.0049919626,
      -0.03326319,
      0.039390538,
      0.018988734,
      -0.041907478,
      0.01740078,
      -0.03847038,
      -0.018651431,
      -0.034888804,
      -0.02135333,
      -0.02415797,
      -0.005345686,
      0.027105553,
      -0.014054851,
      -0.047500543,
      0.09427313,
      -0.013695819,
      -0.01498477,
      0.053596623,
      0.012254832,
      0.04908039,
      -0.029091777,
      -0.07372432,
      0.0343596,
      0.02258552,
      -0.0071253153,
      -0.02386305,
      -0.0057186238,
      -0.03323554,
      -0.029094461,
      -0.032949373,
      0.059173636,
      -0.046209954,
      -0.015498728,
      -0.024551516,
      0.011513828,
      -0.061083652,
      -0.02237468,
      -0.0049111806,
      -0.012389059,
      0.028721081,
      0.04778319,
      0.0073474767,
      -0.0065232418,
      -0.014830325,
      -0.028026134,
      -0.0653796,
      0.019258047,
      0.024961341,
      0.03533581,
      -0.030846452,
      0.06656185,
      -0.015825864,
      0.027694814,
      -0.017256135,
      0.010215107,
      0.0050955433,
      0.01311972,
      0.037823886,
      -0.026694939,
      0.050253987,
      -0.002114194,
      0.06720399,
      0.019737212,
      0.030683005,
      -0.016445823,
      0.023714663,
      0.025072183,
      0.01696251,
      -0.029809875,
      0.012283688,
      0.0008943514,
      -0.00018241217,
      -0.031002654,
      0.030267857,
      0.01593443,
      0.02385287,
      -0.023456587,
      -0.0017674654,
      -0.069804,
      0.042437166,
      -0.0074308217,
      0.071244255,
      0.014429643,
      0.006895311,
      0.01402888,
      -0.065092355,
      -0.0110172685,
      0.013090774,
      -0.008232141,
      0.0068813222,
      0.059676517,
      0.050064728,
      0.016562462,
      0.06436298,
      -0.045705132,
      0.009147997,
      0.0068886406,
      -0.028144563,
      0.040914834,
      -0.030774482,
      0.032046646,
      -0.06756744,
      -0.087018155,
      0.032553025,
      -0.013287733,
      0.006165214,
      0.027844446,
      -0.0454315,
      0.0007838677,
      -0.02824797,
      -0.012193629,
      0.0052360683,
      0.026328225,
      -0.031589665,
      0.031567544,
      -5.823923e-05,
      -0.025981033,
      -0.057981066,
      -0.023402635,
      -0.016856203,
      0.016395364,
      -0.007495069,
      -0.04980727,
      -0.013136656,
      0.011539791,
      0.039624084,
      0.029931411,
      0.008295852,
      -0.0052006287,
      0.027126353,
      0.041326083,
      -0.030452484,
      0.023171015,
      0.027159497,
      0.061324485,
      -0.013437325,
      0.026905138,
      -0.015175969,
      0.001190477,
      -0.03296332,
      0.03607256,
      -0.021430602,
      -0.00838613,
      -0.03176932,
      -0.03841174,
      -0.005889474,
      -0.031237358,
      -0.029592663,
      -0.009253579,
      -0.027543431,
      -0.013652089,
      -0.0122762155,
      -0.0051506646,
      0.030370936,
      0.034951918,
      -0.025405152,
      0.00054425595,
      -0.009923217,
      0.025618095,
      -0.025864856,
      0.048924446,
      0.032274988,
      0.02552666,
      -0.06287375,
      0.03265969,
      0.028939355,
      0.012768615,
      -0.060623392,
      -0.06054021,
      -0.018593578,
      0.01658346,
      0.009148355,
      0.032717086,
      0.025887506,
      0.005102726,
      -0.024044968,
      0.015867848,
      -0.06985226,
      0.022473859,
      0.029198112,
      -0.022219934,
      -0.015967099,
      0.046363156,
      -0.033796955,
      0.019713182,
      -0.03798754,
      -0.047272854,
      -0.0033509203,
      0.0046040253,
      -0.018489538,
      0.039789207,
      -0.040447205,
      0.042606983,
      -0.07086798,
      -0.029225757,
      -0.074334815,
      -0.011229469,
      -0.07036015,
      0.028998882,
      0.031645387,
      -0.054167435,
      -0.011917344,
      -0.054065116,
      -0.039588124,
      -0.036324322,
      -0.082037084,
      -0.01200532,
      0.019225745,
      0.024985975,
      -0.0042101457,
      0.0127587365,
      0.04495904,
      -0.017835576,
      -0.0057440917,
      -0.002545832,
      -0.0440076,
      0.017551765,
      -0.0010223053,
      -0.084200606,
      0.026969673,
      -0.023898808,
      -0.010268309,
      0.039836444,
      -0.016278664,
      0.0067669223,
      0.00091878435,
      0.01744076,
      -0.036685348,
      -0.028350586,
      -0.0075139287,
      -0.04298965,
      0.03240625,
      0.013864248,
      -0.020742482,
      -0.02164198,
      -0.0614275,
      -0.021606905,
      0.07318286,
      -0.0147202425,
      0.009992278,
      0.018593978,
      0.029263247,
      -0.013064598,
      -0.029978039,
      0.003842346,
      -0.059589136,
      0.04579801,
      -0.005114194,
      0.035829544,
      0.0035099334,
      0.00045971398,
      -0.01986417,
      -0.05324282,
      0.018024689,
      0.020279268,
      -0.015164831,
      0.038371563,
      -0.025026957,
      -0.0076083476,
      0.008192915,
      0.011792553,
      0.014137991,
      0.0051719313,
      0.01869812,
      -0.09118679,
      0.011270221,
      0.008047813,
      -0.07419907,
      0.06346611,
      0.049479857,
      -0.06060518,
      0.03438583,
      0.0153429685,
      0.07922743,
      -0.03877446,
      0.006707378,
      -0.008108458,
      -0.046597168,
      0.0054507926,
      0.021386953,
      -0.009807047,
      0.020110589,
      0.012233969,
      0.015837837,
      0.0037049693,
      0.039532676,
      0.017257283,
      0.00886057,
      0.034195136,
      -0.09243383,
      0.053717166,
      -0.0021029164,
      -0.06875445,
      -0.0071924697,
      0.03108134,
      -0.04563619,
      -0.00083774194,
      0.014210709,
      -0.060640357,
      0.04132176,
      0.009436319,
      0.026991349,
      -0.019189715,
      -0.014624527,
      -0.018609596,
      -0.003482946,
      0.027900012,
      0.06637678,
      -0.0012586409,
      -0.038126424,
      0.02849398,
      -0.018801333,
      -0.0042140875,
      -0.00043351148,
      -0.013043814,
      -0.0074874135,
      0.13473365,
      -0.044178527,
      -0.01403677,
      0.00055984996,
      -0.0036781211,
      -0.00014187745,
      -0.010651638,
      0.017360387,
      -0.04366142,
      0.052630052,
      -0.040490936,
      -0.0036669776,
      -0.010526219,
      -0.008558216,
      0.04945971,
      -0.0064618,
      -0.026096895,
      0.03528522,
      0.017515585,
      0.048792165,
      0.012806723,
      0.013030134,
      -0.0066259233,
      0.0021932635,
      -0.01601817,
      0.008459671,
      0.051649842,
      -0.044286244,
      0.050648786,
      -0.021836527,
      0.031767294,
      0.009081719,
      0.039486963,
      -0.031478874,
      -0.005295293,
      0.02604293,
      -0.011712433,
      0.0026289816,
      -0.02771389,
      -0.05880322,
      0.008625529,
      -0.038586393,
      -0.00060886715,
      0.022293508,
      0.01962499,
      -0.039559986,
      0.012422695,
      0.017097618,
      0.0042233826,
      0.016124574,
      0.06400231,
      0.01013828,
      0.0019418234,
      0.0025327099,
      0.06797062,
      -0.01639999,
      0.019147225,
      0.077511005,
      0.04300279,
      -0.0011224708,
      -0.02281973,
      -0.0041384688,
      -0.031457845,
      0.034441024,
      -0.017100282,
      -0.042244416,
      -0.059911303,
      0.020320196,
      0.016682073,
      -0.026526595,
      -0.013109187,
      0.046623614,
      0.03522876,
      -0.07020897,
      -0.0027858827,
      0.0012248874,
      -0.019706104,
      4.449175e-05,
      -0.01676711,
      0.013618695,
      0.016751442,
      0.052337922,
      0.016704846,
      -0.039870158,
      -0.009210376,
      -0.016101042,
      -0.053912774,
      -0.01030838,
      -0.0014928665,
      -0.03861485,
      -0.02639443,
      -0.031236589,
      -0.0367676,
      -0.04256473,
      -0.034367092,
      -0.0015953152,
      -0.039764587,
      0.03163281,
      0.10080723,
      -0.0064988043,
      0.024672346,
      0.039612733,
      -0.051571015,
      0.014494058,
      -0.022822127,
      -0.05607827,
      0.0045406506,
      -0.029270528,
      -0.03174555,
      -0.00014189756,
      -0.010326455,
      0.021104474,
      -0.018238109,
      0.01693558,
      -0.042893708,
      -0.0066386843,
      0.0029949849,
      -0.029824559,
      -0.07980172,
      0.009837255,
      0.042697694,
      0.021210462,
      0.006992767,
      -0.012153643,
      -0.018022908,
      0.06730532,
      0.0097185755,
      -0.010519779,
      -0.03515423,
      0.041359305,
      -0.04106254,
      0.042712715,
      -0.011240963,
      0.019320335,
      0.038198043,
      -0.002018983,
      -0.019421624,
      -0.012232834,
      -0.03197243,
      0.042729717,
      0.0016120019,
      -0.023235232,
      0.019547952,
      0.0061417874,
      -0.0031949624,
      0.029037619,
      0.09187076,
      0.03527133,
      0.03177622,
      -0.03131322,
      -0.057029262,
      0.037499532,
      -0.076599635,
      -0.010948816,
      -0.010056306,
      -0.049771722,
      0.08908218,
      -0.046434876,
      -0.009427074,
      0.08589484,
      -0.020439578,
      0.022801418,
      0.029852122,
      0.009927706,
      -0.046594735,
      -0.019958388,
      0.0062652137,
      -0.00026330803,
      -0.008028819,
      0.064202406,
      0.0025747651,
      0.012016399,
      0.06299626,
      0.010334369,
      -0.0014274095,
      -0.022009145,
      -0.056092076,
      0.02973419,
      0.05777413,
      0.05728468,
      0.056977335,
      -0.029541055,
      -0.009398629,
      -0.004829944,
      -0.038161278,
      0.056747198,
      -0.029851086,
      -0.016171122,
      0.017964598,
      0.039172452,
      0.020577038,
      0.022588894,
      -0.024253663,
      0.028916452
    ]
  }
}
7

@Falco alguma ideia do que está acontecendo aqui? Os erros não parecem estar parando.

8

Descobri que a API Gemini Embeddings tem um limite rígido de 10 mil bytes no corpo da solicitação, o que pode ser ultrapassado mesmo ficando abaixo do limite de 2048 tokens :facepalm:

Este PR irá corrigir isso

4 curtidas
9

Ok, atualizei os plugins do discourse no painel de atualização do administrador. Infelizmente, ele ainda está gerando erros:

Mensagem (1397 cópias relatadas)

Exceção do trabalho: Net::HTTPBadResponse

Backtrace

/var/www/discourse/plugins/discourse-ai/lib/inference/gemini_embeddings.rb:17:in `perform!'
/var/www/discourse/plugins/discourse-ai/lib/embeddings/vector_representations/gemini.rb:46:in `vector_from'
/var/www/discourse/plugins/discourse-ai/lib/embeddings/vector_representations/base.rb:178:in `generate_representation_from'
/var/www/discourse/plugins/discourse-ai/app/jobs/scheduled/embeddings_backfill.rb:125:in `block in populate_topic_embeddings'
/var/www/discourse/plugins/discourse-ai/app/jobs/scheduled/embeddings_backfill.rb:122:in `each'
/var/www/discourse/plugins/discourse-ai/app/jobs/scheduled/embeddings_backfill.rb:122:in `populate_topic_embeddings'
/var/www/discourse/plugins/discourse-ai/app/jobs/scheduled/embeddings_backfill.rb:36:in `execute'
/var/www/discourse/app/jobs/base.rb:297:in `block (2 levels) in perform'
/var/www/discourse/vendor/bundle/ruby/3.2.0/gems/rails_multisite-5.0.0/lib/rails_multisite/connection_management.rb:82:in `with_connection'
/var/www/discourse/app/jobs/base.rb:284:in `block in perform'
1 curtida
10

Isso resolveu os problemas na minha instalação, você tem certeza de que atualizou depois que o PR foi mesclado? E que os erros ocorreram após essa alteração ter sido mesclada?

11

Hmm, atualizei ontem à noite no painel de Upgrade do Administrador. É o que está mostrando até agora:

image
image1117×712 24.3 KB

O commit do PR está apontando para aabff87

image
image1320×804 64.9 KB

Seu commit está 4 commits depois deste em a1f1067, mas o Discourse está dizendo que o Plugin está atualizado. Eu até tentei reiniciar a máquina, mas ainda está dizendo que o plugin está atualizado.

Preciso mudar o branch ou algo assim? Como forço o Discourse a instalar os últimos commits no plugin?

image
image957×292 6.85 KB

12

Você está executando o Discourse no branch stable por acaso? Isso prenderá o plugin em um commit antigo. Não recomendo usar o plugin de IA com o stable, muitas partes móveis necessitam de novos hooks principais.

4 curtidas
13

Mudar para tests-passed parece ter atualizado todos os plugins e corrigido o problema.

Tive que mudar de tests-passed para stable há algum tempo devido a problemas que estava enfrentando com tests-passed, que levaram a tempo de inatividade. Direi que estar em tests-passed exige que o administrador seja bastante experiente e ele pode encontrar problemas (como eu tive com os problemas de TLS smtp e alguns outros) e ser habilidoso com depuração e “colocar a mão na massa”. Não é um ramo “configure e esqueça”.

No entanto, entendo totalmente por que preciso estar em tests-passed para usar esses novos plugins de IA. Trabalho incrível! Mal posso esperar para explorar mais.

14

Uma postagem foi dividida em um novo tópico: Encontrando erro na tarefa Rake de preenchimento de sentimento