notebooks/test_image_api.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "import json\n",
    "from tqdm import tqdm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "url = f\"https://w7852kszrbkrz2-4000.proxy.runpod.net/embed/\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "image_path = \"_DSC0739 - Copy.jpg\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "files = {'file': (image_path, open(image_path, 'rb'), 'image/jpeg'),}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "headers = {\n",
    "  'accept': 'application/json',\n",
    "  'Authorization': 'Bearer 543c7086-c880-45de-8bce-6c9c906293bb'\n",
    "}\n",
    "response = requests.post(url, headers=headers, files=files)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "response_json = response.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'{\"embedding\": [0.041839588433504105, 0.04113241285085678, 0.021862994879484177, 0.06143864616751671, -0.02276468090713024, -0.05883709713816643, -0.05826456472277641, 0.017124809324741364, -0.014974662102758884, 0.07275114953517914, 0.03162170201539993, 0.01824025809764862, 0.00912475772202015, -0.010604249313473701, -0.041996002197265625, -0.004621709231287241, -0.09160184860229492, -0.03151087462902069, 0.00026252990937791765, 0.06658463180065155, 0.0009756717481650412, 0.03118285723030567, -0.001190145849250257, -0.001012225984595716, 0.022786296904087067, 0.06534049659967422, -0.02994602359831333, -0.0266572292894125, 0.005614018999040127, 0.01875559240579605, 0.0990447923541069, -0.009354575537145138, 0.05016469582915306, 0.01567687653005123, 0.01662193424999714, 0.027421588078141212, 0.006792734377086163, -0.03172191604971886, -0.02690388634800911, 0.011593582108616829, -0.012029391713440418, 0.018103530630469322, 0.05059902369976044, 0.012231778353452682, 0.009717860259115696, 0.06820385158061981, -0.08992653340101242, -0.03564625233411789, -0.026988983154296875, -0.0402141809463501, 0.024992158636450768, 0.03298289701342583, 0.013728209771215916, 0.023987166583538055, 0.020578254014253616, 0.02248166687786579, 0.034663859754800797, 0.0014621327864006162, -0.004103982355445623, -0.06177327781915665, -0.08507684618234634, -0.0832858756184578, 0.0012079334119334817, 0.025064222514629364, 0.018941069021821022, -0.0067150043323636055, 0.0027428155299276114, 0.03871162608265877, 0.023190056905150414, -0.00895966961979866, -0.05188765749335289, -0.0026717272121459246, -0.011213158257305622, -0.057916492223739624, 0.03611040115356445, -0.02365034446120262, -0.013785948976874352, -0.028916580602526665, -0.0358402244746685, -0.004784801509231329, 0.005978734232485294, -0.0018380549736320972, 0.034722790122032166, 5.6876542657846585e-05, -0.003909325692802668, 0.011966913007199764, 0.01652020402252674, -0.013965701684355736, -0.130983367562294, -0.03187122568488121, 0.022769954055547714, 0.040386978536844254, -0.0679670050740242, 0.02782752364873886, 0.016278201714158058, -0.03838470205664635, 0.031712207943201065, 0.024589361622929573, -0.01940244249999523, 0.014885266311466694, 0.03091708943247795, 0.025256149470806122, 0.02318638376891613, 0.014721157029271126, -0.0012627727119252086, 0.04090797156095505, -0.03870406374335289, -0.02143116295337677, 0.01275431178510189, 0.004783138167113066, -0.015971723943948746, -0.0012956998543813825, -0.015439517796039581, 0.03997340425848961, 0.004650169052183628, 0.010413051582872868, 0.0062223756685853004, -0.040609318763017654, 0.07639314979314804, 0.036557093262672424, -0.002282950561493635, 0.027452772483229637, 0.028102528303861618, 0.04979158937931061, 0.0022279575932770967, 0.010470304638147354, -0.008798271417617798, -0.012717299163341522, -0.0041319080628454685, -0.008625180460512638, -0.012944522313773632, 0.01222718134522438, 0.07183904945850372, -0.04859967529773712, 0.019420046359300613, -0.012804652564227581, 0.02278468757867813, -0.05495031177997589, 0.0011346794199198484, 0.028200065717101097, -0.020492177456617355, -0.05811931565403938, -0.039684370160102844, -0.00939107034355402, -0.03229324892163277, 0.04312058165669441, 0.06762109696865082, -0.038227953016757965, 0.02157469652593136, 0.02997829020023346, -0.010955418460071087, -0.04393927380442619, 0.2642592191696167, 0.00988832488656044, -0.013840551488101482, 0.02931862883269787, -0.013435281813144684, -0.025667980313301086, 0.007712110411375761, 0.005060434807091951, 0.03132420778274536, -0.03367989510297775, 0.026456112042069435, -0.04803820326924324, -0.016279008239507675, -0.02774396538734436, -0.07832953333854675, -0.049198687076568604, 0.002713374327868223, 0.04370101913809776, -0.007820338010787964, -0.02629042975604534, -0.011704537086188793, -0.0022963823284953833, -0.017662275582551956, 0.0800822451710701, -0.01562696509063244, -0.017417851835489273, 0.15638288855552673, 0.03531276807188988, 0.01589004136621952, -0.025591135025024414, -0.01878473162651062, 0.04537026211619377, -0.0669228658080101, -0.03940146416425705, 0.11469446122646332, -0.00652681477367878, 0.0356425978243351, -0.016549354419112206, 0.004031476564705372, -0.05347541719675064, -0.0012252024607732892, 0.04366106539964676, 0.017175426706671715, -0.00960234459489584, 0.01498149149119854, -0.024503380060195923, 0.017361188307404518, -0.004807666875422001, 0.0376797690987587, -0.07083297520875931, 0.05316118896007538, -0.023175137117505074, 0.02114279940724373, -0.018997637555003166, 0.020200999453663826, 0.05190812051296234, 0.04698994755744934, -0.010709226131439209, -0.008976664394140244, 0.0768485739827156, -0.03136118873953819, -0.0064858924597501755, -0.008872438222169876, 0.02109874226152897, -0.012590160593390465, -0.06253204494714737, 0.025676725432276726, -0.09808706492185593, 0.047156788408756256, 0.010745568200945854, -0.030483802780508995, 0.03594570979475975, 0.005136005114763975, -0.02351236529648304, -0.02585718408226967, -0.006061330437660217, -0.029162196442484856, 0.02542729303240776, 0.08817899227142334, 0.024787936359643936, 0.08185650408267975, 0.013814911246299744, 0.03912411257624626, 0.02754269912838936, 0.010755490511655807, -0.035173676908016205, -0.04002642631530762, -0.0019717563409358263, -0.042414590716362, -0.10597333312034607, 0.02764885500073433, 0.013914274051785469, 0.008396273478865623, -0.030377041548490524, -0.01248141098767519, -0.07834802567958832, -0.04650412127375603, 0.027089638635516167, 0.018911022692918777, 0.019954487681388855, 0.014086918905377388, -0.051967740058898926, -0.018683085218071938, -0.042320482432842255, -0.05629532039165497, 0.055564720183610916, 0.07176971435546875, -0.005122039001435041, -0.00834028609097004, 0.0834195613861084, 0.09177801758050919, -0.030000077560544014, -0.034342437982559204, 0.055317845195531845, -0.05390090122818947, 0.012458126991987228, -0.019988322630524635, -0.03894561156630516, -0.010114400647580624, 0.05057280883193016, -0.006683578249067068, 0.04948795214295387, 0.01471174880862236, 0.0007736777770332992, 0.009389342740178108, -0.02020275965332985, -0.03202439844608307, 0.12266822904348373, 0.008932280354201794, 0.0287895780056715, -0.016774656251072884, 0.02932102605700493, -0.063221275806427, -0.011788805015385151, 0.010271728038787842, 0.017400573939085007, 0.01603975147008896, -0.043577492237091064, 0.049389466643333435, -0.02330239862203598, 0.0389399379491806, 0.0070815058425068855, 0.04780424013733864, -0.04077993705868721, -0.012426813133060932, 0.019393064081668854, 0.00493752583861351, -0.002559562446549535, 0.025960272178053856, -0.054039936512708664, 0.0029988959431648254, -0.037891775369644165, 0.02317955158650875, -0.012236340902745724, -0.08100377768278122, -0.2648029923439026, 0.02134508639574051, 0.026660799980163574, -0.023455964401364326, -0.08939026296138763, 0.004176658112555742, 0.04229165241122246, -0.01604117639362812, -0.04968053102493286, -0.0018017524853348732, -0.024646397680044174, -0.005500884260982275, -0.09488051384687424, 0.013072219677269459, -0.005340704694390297, -0.03771959990262985, -0.07150770723819733, -0.012206234969198704, 0.017776545137166977, 0.07375551015138626, -0.012378089129924774, -0.0009811740601435304, 0.0037796245887875557, -0.034937143325805664, -0.011420679278671741, -0.011968000791966915, 0.0040471842512488365, -0.047215551137924194, -0.03332133963704109, -0.021875925362110138, -0.016515590250492096, -0.027967453002929688, 0.017685769125819206, 0.01641131564974785, 0.013615133240818977, 0.054548315703868866, 0.04769087955355644, -0.04426650330424309, -0.013294446282088757, -0.01143177505582571, 0.05093684419989586, 0.08931699395179749, -0.013035892508924007, 0.04344870150089264, 0.009619466960430145, -0.012695088982582092, 0.03162120655179024, -0.1229253038764, 0.022815732285380363, -0.008244732394814491, 0.038539495319128036, 0.035735223442316055, 0.04663266986608505, -0.001042648102156818, 0.02751665562391281, 0.06067829206585884, -0.0009899067226797342, -0.05089562386274338, 0.021489793434739113, -0.032869383692741394, 0.040883976966142654, -0.015548679046332836, 0.03169065713882446, -0.01750948466360569, 0.021957451477646828, 0.03901160508394241, 0.002223311923444271, 0.012405801564455032, -0.02302493341267109, 0.011728021316230297, -0.00969292875379324, 0.009247887879610062, 0.02826033905148506, -0.042653314769268036, -0.006682527717202902, -0.06343995779752731, -0.022030530497431755, 0.00397190498188138, 0.11176453530788422, 0.005744158755987883, -0.03418029099702835, 0.0004195972578600049, 0.027249915525317192, 0.03006577305495739, -0.021123424172401428, 0.028912410140037537, 0.027310959994792938, -0.16845427453517914, 0.04028000310063362, -0.04804551228880882, 0.025950180366635323, 0.02420959621667862, 0.020688271149992943, 0.021813396364450455, 0.030730316415429115, 0.012961043044924736, 0.07650633156299591, -0.07596281170845032, -0.039889462292194366, 0.026390599086880684, 0.046247027814388275, 0.010286208242177963, 0.004285490605980158, 0.00045660993782803416, 0.023563778027892113, 0.11887258291244507, -0.0448426827788353, 0.0027290324214845896, -0.023445116356015205, -0.0013669923646375537, 0.021701538935303688, -0.00243552029132843, -0.025610048323869705, 0.027614036574959755, 0.023149089887738228, -0.009892736561596394, -0.022019162774086, 0.030359189957380295, -0.0004919156199321151, 0.0259123295545578, -0.09927651286125183, -0.026823369786143303, -0.09287886321544647, 0.0407373420894146, 0.11705435812473297, -0.00590459443628788, -0.03861154243350029, 0.015179659239947796, -0.0022595312912017107, 0.06606652587652206, 0.07641191780567169, -0.016478588804602623, 0.02868395298719406, 0.003478736151009798, 0.02822466380894184, 0.06529844552278519, 0.025889132171869278, 0.10310083627700806, -0.016201987862586975, 0.05669334530830383, -0.002659873105585575, 0.05828364938497543, 0.06081773713231087, 0.021128952503204346, 0.004457008559256792, -0.0514947809278965, 0.041827164590358734, -0.012436455115675926, 0.01530421245843172, -0.026400238275527954, -0.001591490930877626, 0.021368535235524178, 0.03498661518096924, 0.00824239756911993, -0.03179614990949631, -0.08190905302762985, -0.022361986339092255, -0.05179188773036003, -0.031322311609983444, 0.010907395742833614, 0.03507411107420921, -0.040474772453308105, -0.038371648639440536, 0.00219031167216599, -0.0028442032635211945, 0.0068756164982914925, -0.007459021173417568, -0.04508102312684059, 0.01573631539940834, -0.054285649210214615, -0.02803049422800541, 0.0159766785800457, -0.06592602282762527, -0.0021267093252390623, -0.006407009903341532, -0.005158780608326197, -0.06438901275396347, 0.05216102674603462, -0.05885498225688934, -0.04934994876384735, 0.006201235111802816, -0.044438399374485016, -0.02637314610183239, 0.2213045060634613, -0.04357336461544037, 0.046328555792570114, 0.01751445233821869, -0.00011263682245044038, 0.03868291154503822, -0.0008302457863464952, 0.011971493251621723, 0.020139871165156364, -0.029259931296110153, -0.0406261570751667, 0.04147709161043167, 0.0025033331476151943, -0.010694455355405807, -0.002760776551440358, 0.06485637277364731, 0.00667418260127306, 0.02561504766345024, -0.03822844848036766, 0.010349546559154987, 0.027295248582959175, -0.02498387172818184]}'"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response_json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}