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to search on in order to make sure I can find the exact image and video I 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Now in this example here, I could search for the word sample and all these would 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come up, but if I want to search for something like a shoe or a flower, that's not 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to help me if that's not anywhere within the media asset for me to search 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our metadata and add all the tags we want,","confidence":0.8089999999999999,"words":[{"word":"Now","start_time":26.532,"end_time":26.632},{"word":"inside","start_time":26.733,"end_time":27.054},{"word":"of","start_time":27.074,"end_time":27.114},{"word":"our","start_time":27.194,"end_time":27.275},{"word":"UI,","start_time":27.375,"end_time":27.797},{"word":"we","start_time":27.837,"end_time":27.938},{"word":"can","start_time":27.958,"end_time":28.098},{"word":"certainly","start_time":28.138,"end_time":28.52},{"word":"go","start_time":28.58,"end_time":28.701},{"word":"to","start_time":28.761,"end_time":28.841},{"word":"our","start_time":28.902,"end_time":29.002},{"word":"metadata","start_time":29.062,"end_time":29.605},{"word":"and","start_time":29.685,"end_time":29.785},{"word":"add","start_time":29.866,"end_time":30.006},{"word":"all","start_time":30.147,"end_time":30.267},{"word":"the","start_time":30.288,"end_time":30.348},{"word":"tags","start_time":30.388,"end_time":30.649},{"word":"we","start_time":30.689,"end_time":30.77},{"word":"want,","start_time":30.79,"end_time":30.87}],"alternatives":[],"language":"en"},{"transcript":" including shoes.","confidence":0.4675,"words":[{"word":"including","start_time":31.114,"end_time":31.565},{"word":"shoes.","start_time":31.586,"end_time":31.688}],"alternatives":[],"language":"en"},{"transcript":" But to do this manually, especially if we have thousands and thousands of images, is going to take a long time for an actual person to 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So to help with common challenges like this, we can use Cloudinary add-ons, which give us a range of capabilities beyond what comes out of the box of 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If we head over to the add-ons tab, we can see that we have a lot of options for the different add-ons available, including the different tagging options, such as the Google auto tagging and the recognition auto tagging.","confidence":0.8577179487179487,"words":[{"word":"If","start_time":47.661,"end_time":47.721},{"word":"we","start_time":47.761,"end_time":47.861},{"word":"head","start_time":47.901,"end_time":48.081},{"word":"over","start_time":48.222,"end_time":48.382},{"word":"to","start_time":48.422,"end_time":48.522},{"word":"the","start_time":48.542,"end_time":48.622},{"word":"add-ons","start_time":48.763,"end_time":49.103},{"word":"tab,","start_time":49.143,"end_time":49.444},{"word":"we","start_time":49.765,"end_time":49.845},{"word":"can","start_time":49.865,"end_time":49.985},{"word":"see","start_time":50.025,"end_time":50.125},{"word":"that","start_time":50.165,"end_time":50.246},{"word":"we","start_time":50.266,"end_time":50.366},{"word":"have","start_time":50.406,"end_time":50.566},{"word":"a","start_time":50.586,"end_time":50.606},{"word":"lot","start_time":50.666,"end_time":50.827},{"word":"of","start_time":50.847,"end_time":50.907},{"word":"options","start_time":51.047,"end_time":51.328},{"word":"for","start_time":51.388,"end_time":51.488},{"word":"the","start_time":51.508,"end_time":51.568},{"word":"different","start_time":51.608,"end_time":51.848},{"word":"add-ons","start_time":51.989,"end_time":52.289},{"word":"available,","start_time":52.309,"end_time":52.73},{"word":"including","start_time":53.091,"end_time":53.471},{"word":"the","start_time":53.512,"end_time":53.592},{"word":"different","start_time":53.612,"end_time":53.872},{"word":"tagging","start_time":53.912,"end_time":54.333},{"word":"options,","start_time":54.453,"end_time":54.774},{"word":"such","start_time":54.814,"end_time":54.954},{"word":"as","start_time":54.994,"end_time":55.094},{"word":"the","start_time":55.135,"end_time":55.195},{"word":"Google","start_time":55.255,"end_time":55.555},{"word":"auto","start_time":55.636,"end_time":55.836},{"word":"tagging","start_time":55.856,"end_time":56.297},{"word":"and","start_time":56.617,"end_time":56.697},{"word":"the","start_time":56.718,"end_time":56.798},{"word":"recognition","start_time":56.878,"end_time":57.479},{"word":"auto","start_time":57.559,"end_time":57.739},{"word":"tagging.","start_time":57.759,"end_time":58.06}],"alternatives":[],"language":"en"},{"transcript":" For our example, let's use the Google auto tagging add-on.","confidence":0.819,"words":[{"word":"For","start_time":58.522,"end_time":58.643},{"word":"our","start_time":58.724,"end_time":58.844},{"word":"example,","start_time":58.885,"end_time":59.287},{"word":"let's","start_time":59.368,"end_time":59.549},{"word":"use","start_time":59.629,"end_time":59.75},{"word":"the","start_time":59.77,"end_time":59.851},{"word":"Google","start_time":59.931,"end_time":60.274},{"word":"auto","start_time":60.414,"end_time":60.616},{"word":"tagging","start_time":60.656,"end_time":60.998},{"word":"add-on.","start_time":61.079,"end_time":61.28}],"alternatives":[],"language":"en"},{"transcript":" where we can see with just a little bit of code,","confidence":0.7919090909090911,"words":[{"word":"where","start_time":61.651,"end_time":61.773},{"word":"we","start_time":61.793,"end_time":61.853},{"word":"can","start_time":61.894,"end_time":62.015},{"word":"see","start_time":62.036,"end_time":62.197},{"word":"with","start_time":62.218,"end_time":62.4},{"word":"just","start_time":62.42,"end_time":62.562},{"word":"a","start_time":62.602,"end_time":62.622},{"word":"little","start_time":62.663,"end_time":62.845},{"word":"bit","start_time":62.885,"end_time":63.007},{"word":"of","start_time":63.027,"end_time":63.108},{"word":"code,","start_time":63.189,"end_time":63.29}],"alternatives":[],"language":"en"},{"transcript":" we can add this capability to our uploads.","confidence":0.813,"words":[{"word":"we","start_time":63.491,"end_time":63.572},{"word":"can","start_time":63.592,"end_time":63.713},{"word":"add","start_time":63.794,"end_time":63.915},{"word":"this","start_time":63.936,"end_time":64.077},{"word":"capability","start_time":64.118,"end_time":64.724},{"word":"to","start_time":64.785,"end_time":64.866},{"word":"our","start_time":64.926,"end_time":65.007},{"word":"uploads.","start_time":65.088,"end_time":65.27}],"alternatives":[],"language":"en"},{"transcript":" So to start using the add on, the first thing we want to do is enable it.","confidence":0.7892941176470587,"words":[{"word":"So","start_time":65.892,"end_time":65.973},{"word":"to","start_time":65.993,"end_time":66.053},{"word":"start","start_time":66.094,"end_time":66.315},{"word":"using","start_time":66.416,"end_time":66.617},{"word":"the","start_time":66.657,"end_time":66.738},{"word":"add","start_time":66.839,"end_time":66.939},{"word":"on,","start_time":67.0,"end_time":67.08},{"word":"the","start_time":67.1,"end_time":67.181},{"word":"first","start_time":67.201,"end_time":67.362},{"word":"thing","start_time":67.382,"end_time":67.503},{"word":"we","start_time":67.543,"end_time":67.644},{"word":"want","start_time":67.664,"end_time":67.765},{"word":"to","start_time":67.785,"end_time":67.866},{"word":"do","start_time":67.886,"end_time":67.986},{"word":"is","start_time":68.067,"end_time":68.127},{"word":"enable","start_time":68.168,"end_time":68.45},{"word":"it.","start_time":68.47,"end_time":68.51}],"alternatives":[],"language":"en"},{"transcript":" And while we have a lot of different options,","confidence":0.7248888888888888,"words":[{"word":"And","start_time":68.631,"end_time":68.692},{"word":"while","start_time":68.712,"end_time":68.854},{"word":"we","start_time":68.874,"end_time":68.935},{"word":"have","start_time":68.996,"end_time":69.118},{"word":"a","start_time":69.158,"end_time":69.178},{"word":"lot","start_time":69.219,"end_time":69.381},{"word":"of","start_time":69.422,"end_time":69.462},{"word":"different","start_time":69.503,"end_time":69.767},{"word":"options,","start_time":69.868,"end_time":70.01}],"alternatives":[],"language":"en"},{"transcript":" I'm going to start off with the free tier,","confidence":0.7362222222222222,"words":[{"word":"I'm","start_time":70.312,"end_time":70.413},{"word":"going","start_time":70.434,"end_time":70.596},{"word":"to","start_time":70.616,"end_time":70.657},{"word":"start","start_time":70.697,"end_time":70.92},{"word":"off","start_time":71.001,"end_time":71.103},{"word":"with","start_time":71.123,"end_time":71.245},{"word":"the","start_time":71.265,"end_time":71.326},{"word":"free","start_time":71.386,"end_time":71.508},{"word":"tier,","start_time":71.528,"end_time":71.609}],"alternatives":[],"language":"en"},{"transcript":" which is going to give us 50 monthly categorizations.","confidence":0.7653333333333334,"words":[{"word":"which","start_time":72.173,"end_time":72.273},{"word":"is","start_time":72.334,"end_time":72.394},{"word":"going","start_time":72.434,"end_time":72.616},{"word":"to","start_time":72.636,"end_time":72.696},{"word":"give","start_time":72.737,"end_time":72.858},{"word":"us","start_time":72.898,"end_time":72.958},{"word":"50","start_time":72.978,"end_time":73.502},{"word":"monthly","start_time":73.603,"end_time":73.905},{"word":"categorizations.","start_time":73.925,"end_time":74.51}],"alternatives":[],"language":"en"},{"transcript":" And then I'm going to continue and click agree to the tagging service.","confidence":0.808846153846154,"words":[{"word":"And","start_time":75.112,"end_time":75.173},{"word":"then","start_time":75.193,"end_time":75.273},{"word":"I'm","start_time":75.294,"end_time":75.374},{"word":"going","start_time":75.394,"end_time":75.535},{"word":"to","start_time":75.576,"end_time":75.616},{"word":"continue","start_time":75.656,"end_time":76.099},{"word":"and","start_time":76.14,"end_time":76.2},{"word":"click","start_time":76.24,"end_time":76.462},{"word":"agree","start_time":76.522,"end_time":76.905},{"word":"to","start_time":77.006,"end_time":77.107},{"word":"the","start_time":77.147,"end_time":77.207},{"word":"tagging","start_time":77.248,"end_time":77.409},{"word":"service.","start_time":77.429,"end_time":77.59}],"alternatives":[],"language":"en"},{"transcript":" Now that it's enabled for my account, I can start using it in my uploads","confidence":0.8745333333333333,"words":[{"word":"Now","start_time":78.352,"end_time":78.453},{"word":"that","start_time":78.493,"end_time":78.593},{"word":"it's","start_time":78.634,"end_time":78.734},{"word":"enabled","start_time":78.774,"end_time":79.076},{"word":"for","start_time":79.116,"end_time":79.237},{"word":"my","start_time":79.277,"end_time":79.378},{"word":"account,","start_time":79.418,"end_time":79.76},{"word":"I","start_time":79.881,"end_time":79.921},{"word":"can","start_time":79.961,"end_time":80.082},{"word":"start","start_time":80.122,"end_time":80.324},{"word":"using","start_time":80.464,"end_time":80.706},{"word":"it","start_time":80.746,"end_time":80.786},{"word":"in","start_time":80.887,"end_time":80.947},{"word":"my","start_time":80.988,"end_time":81.128},{"word":"uploads","start_time":81.209,"end_time":81.39}],"alternatives":[],"language":"en"},{"transcript":" to see what this looks like.","confidence":0.6865,"words":[{"word":"to","start_time":81.979,"end_time":82.06},{"word":"see","start_time":82.08,"end_time":82.202},{"word":"what","start_time":82.222,"end_time":82.303},{"word":"this","start_time":82.344,"end_time":82.446},{"word":"looks","start_time":82.466,"end_time":82.649},{"word":"like.","start_time":82.669,"end_time":82.75}],"alternatives":[],"language":"en"},{"transcript":" I have a simple uploader where if I click choose 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So in review, if we want to make sure that we have a way to search for all the media assets in 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