[{"data":1,"prerenderedAt":12014},["Reactive",2],{"content-/blog/hci/comp4621-2nd, params":3,"content-query-iFNI2s2irr":6259},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"_empty":6,"title":8,"description":9,"author":10,"dates":11,"body":13,"_type":6254,"_id":6255,"_source":6256,"_file":6257,"_extension":6258},"/blog/hci/comp4621-2nd","hci",false,"","Group project 2 - Self Quarantine Chatbot","Diary for COMP4621 Project 2","@Leung King Suen, Oscar",{"published":12},"30-03-2022",{"type":14,"children":15,"toc":6239},"root",[16,25,31,36,41,47,52,61,70,74,79,84,89,95,104,115,120,144,149,155,160,167,174,179,227,232,594,599,604,978,983,1343,1349,1354,2727,2732,3275,3280,4188,4194,4199,4204,4883,4888,5549,5555,5563,5568,5573,5921,5926,6156,6161,6166,6174,6179,6185,6190,6195,6203,6208,6214,6219,6224,6229,6234],{"type":17,"tag":18,"props":19,"children":21},"element","h2",{"id":20},"where-did-the-idea-came-from",[22],{"type":23,"value":24},"text","Where did the idea came from?",{"type":17,"tag":26,"props":27,"children":28},"p",{},[29],{"type":23,"value":30},"When I first about that, the project is about a quarantine robot, I don't know what is really about maybe only some vague ideas, but not know exactly how the robot should do.",{"type":17,"tag":26,"props":32,"children":33},{},[34],{"type":23,"value":35},"So I decided to ask my friends about it. I have some friends study aboared. And when they come back to Hong Kong, they will have to be quarantine for 14 days. They said the quarantine process is very boring. There's not much they can do in the quarantine room. Moreover, they said because they can't do exercises in the room, so they will get fatter later on.",{"type":17,"tag":26,"props":37,"children":38},{},[39],{"type":23,"value":40},"And, Luckily, one of our groupmate elizabeth is a exchange student, she also shared about her own experiences in the quarantine, which mostly matched the feedback from above.",{"type":17,"tag":18,"props":42,"children":44},{"id":43},"ideas-are-evolving",[45],{"type":23,"value":46},"Ideas are evolving",{"type":17,"tag":26,"props":48,"children":49},{},[50],{"type":23,"value":51},"We firstly created the mindmap about the robot functions in Google slides, which is a rather simple version and later on we decided we would move them to mindmeister(same as lastime)",{"type":17,"tag":26,"props":53,"children":54},{},[55],{"type":17,"tag":56,"props":57,"children":60},"img",{"alt":58,"src":59},"Mindmap","/img/4621_2/p21.jpg",[],{"type":17,"tag":62,"props":63,"children":68},"figcaption",{"className":64},[65,66,67],"text-center","italic","font-medium",[69],{"type":23,"value":58},{"type":17,"tag":26,"props":71,"children":72},{},[73],{"type":23,"value":51},{"type":17,"tag":26,"props":75,"children":76},{},[77],{"type":23,"value":78},"To explain this in a simple way. I think the robot should have some entertainment features to keep user happy during the whole quarantine process. It would suggest some musics, workout youtube videos. Moreover, it should tell users some jokes to cheer the user up, and it would give some random images to make the user's quarantine life more elements. At last, I wish to implement a mini-wordle. (But that didn't work).",{"type":17,"tag":26,"props":80,"children":81},{},[82],{"type":23,"value":83},"It should also have informational features. We are also targetting it as a personal assistant. So it can return time information, weather information.",{"type":17,"tag":26,"props":85,"children":86},{},[87],{"type":23,"value":88},"At last, it is a quarantine robot. So it should have some functions related to covid19, right? We think, it should provide latest covid informations, as well as 'what user should do' if the user is confirmed positive, or felt unwell. At last, as in quarantine, it is eazy so lose the sense of dates, time. So There a quarantine progress, the user can inquire the quarantine progress.",{"type":17,"tag":18,"props":90,"children":92},{"id":91},"storyboarding",[93],{"type":23,"value":94},"Storyboarding",{"type":17,"tag":96,"props":97,"children":98},"blockquote",{},[99],{"type":17,"tag":26,"props":100,"children":101},{},[102],{"type":23,"value":103},"What could happen, will happen",{"type":17,"tag":26,"props":105,"children":106},{},[107,109],{"type":23,"value":108},"This is the least thing I want to declare as my work, but, fine, I drew this ",{"type":17,"tag":110,"props":111,"children":112},"em",{},[113],{"type":23,"value":114},"masterpiece",{"type":17,"tag":26,"props":116,"children":117},{},[118],{"type":23,"value":119},"I want to express that, the user got into quarantine hotel, but he felt very bored, watched all youtube videos, and when he feels unwell, no one could help him. But then he found the quarantine chatbot, then suddenly his problem were solved. and his felt very good. Lastly at the end of the quarantine He felt love with the robot, and he don't want to leave anymore.",{"type":17,"tag":26,"props":121,"children":122},{},[123,128,130,134,135,139,140],{"type":17,"tag":56,"props":124,"children":127},{"alt":125,"src":126},"the Storyboard","/img/4621_2/storyboard1.png",[],{"type":23,"value":129},"\r\n",{"type":17,"tag":56,"props":131,"children":133},{"alt":125,"src":132},"/img/4621_2/storyboard2.jpg",[],{"type":23,"value":129},{"type":17,"tag":56,"props":136,"children":138},{"alt":125,"src":137},"/img/4621_2/storyboard3.jpg",[],{"type":23,"value":129},{"type":17,"tag":56,"props":141,"children":143},{"alt":125,"src":142},"/img/4621_2/storyboard4.jpg",[],{"type":17,"tag":62,"props":145,"children":147},{"className":146},[65,66,67],[148],{"type":23,"value":125},{"type":17,"tag":18,"props":150,"children":152},{"id":151},"code",[153],{"type":23,"value":154},"Code",{"type":17,"tag":26,"props":156,"children":157},{},[158],{"type":23,"value":159},"We have 3 people working on the code works. I was incharge of implementing some entertainment functions. Also, I try to make the robot as humanly as possible.",{"type":17,"tag":161,"props":162,"children":164},"h3",{"id":163},"python-actionpy",[165],{"type":23,"value":166},"Python Action.py",{"type":17,"tag":168,"props":169,"children":171},"h4",{"id":170},"getting-imagestexts-from-online-apis",[172],{"type":23,"value":173},"Getting images/texts from online APIs",{"type":17,"tag":26,"props":175,"children":176},{},[177],{"type":23,"value":178},"For the robot to return more interesting content to us, it would have to run things in python, which is done by implementing custom actions inside action.py. For example, In order to return images from the website, it would have to GET images from the APIs. I have not work with an APIs in Python before(not in any languages...) But with the help from teammates, I can pull the image and texts from the web. The format pulled are a python dictionary, so I can do",{"type":17,"tag":151,"props":180,"children":185},{"className":181,"code":183,"language":184,"meta":7},[182],"language-python","something = data['attribute']\n","python",[186],{"type":17,"tag":187,"props":188,"children":189},"pre",{},[190],{"type":17,"tag":151,"props":191,"children":192},{"__ignoreMap":7},[193],{"type":17,"tag":194,"props":195,"children":198},"span",{"class":196,"line":197},"line",1,[199,205,211,216,222],{"type":17,"tag":194,"props":200,"children":202},{"class":201},"ct-048248",[203],{"type":23,"value":204},"something ",{"type":17,"tag":194,"props":206,"children":208},{"class":207},"ct-491639",[209],{"type":23,"value":210},"=",{"type":17,"tag":194,"props":212,"children":213},{"class":201},[214],{"type":23,"value":215}," data[",{"type":17,"tag":194,"props":217,"children":219},{"class":218},"ct-604220",[220],{"type":23,"value":221},"'attribute'",{"type":17,"tag":194,"props":223,"children":224},{"class":201},[225],{"type":23,"value":226},"]",{"type":17,"tag":26,"props":228,"children":229},{},[230],{"type":23,"value":231},"to pull the things I want. Here is a implementation of the program custom action to pull cat images from some random images API.",{"type":17,"tag":151,"props":233,"children":236},{"className":234,"code":235,"language":184,"meta":7},[182],"class ActionGetCatImg(Action):\r\n    def name(self) -> Text:\r\n        return \"action_cat_img\"\r\n\r\n    def run(self, dispatcher, tracker, domain):\r\n        request = json.loads(\r\n            requests.get(\"https://some-random-api.ml/img/cat\").text\r\n        )\r\n        link = request[\"link\"]\r\n        dispatcher.utter_message(text=f\"Look how cute she is...😸😸😸\")\r\n        dispatcher.utter_message(image=link)\r\n        return 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[]",{"type":17,"tag":26,"props":595,"children":596},{},[597],{"type":23,"value":598},"In this class, def name is for rasa to recognise this class, it return the custom action name. So the rasa knows if the bot were to run 'action_cat_img', it would run this class. And def run function is the actual implementation of the custom actions. I think the first function is like a identifier, the second one is like the actual body. The implementation is the same for returning dog images.",{"type":17,"tag":26,"props":600,"children":601},{},[602],{"type":23,"value":603},"Below is more complicated example. But it is similar, What I am trying to do is to pull travel images.",{"type":17,"tag":151,"props":605,"children":608},{"className":606,"code":607,"language":184,"meta":7},[182],"class ActionGetScenicImg(Action):\r\n    def name(self) -> Text:\r\n        return \"action_scenic_img\"\r\n\r\n    def run(self, dispatcher, tracker, domain):\r\n        request = json.loads(\r\n            requests.get(\"https://pixabay.com/api/?key=26374413-8b2996e47a5dc876f623bbab4&category=travel&image_type=photo&pretty=true&per_page=3\").text\r\n        )\r\n        image_group = request[\"hits\"]\r\n        image0=image_group[0][\"largeImageURL\"]\r\n        image1=image_group[1][\"largeImageURL\"]\r\n        dispatcher.utter_message(image=image0)\r\n        dispatcher.utter_message(image=image1)\r\n        return 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You are kind.\"\n",{"type":17,"tag":194,"props":6069,"children":6070},{"class":196,"line":479},[6071,6075,6079,6083],{"type":17,"tag":194,"props":6072,"children":6073},{"class":201},[6074],{"type":23,"value":4265},{"type":17,"tag":194,"props":6076,"children":6077},{"class":4227},[6078],{"type":23,"value":23},{"type":17,"tag":194,"props":6080,"children":6081},{"class":201},[6082],{"type":23,"value":4235},{"type":17,"tag":194,"props":6084,"children":6085},{"class":218},[6086],{"type":23,"value":6087},"\"☆*: .｡. o(≧▽≦)o .｡.:*☆! ThankYou!\"\n",{"type":17,"tag":194,"props":6089,"children":6090},{"class":196,"line":507},[6091],{"type":17,"tag":194,"props":6092,"children":6093},{},[6094],{"type":23,"value":349},{"type":17,"tag":194,"props":6096,"children":6097},{"class":196,"line":549},[6098,6102,6107],{"type":17,"tag":194,"props":6099,"children":6100},{"class":201},[6101],{"type":23,"value":4248},{"type":17,"tag":194,"props":6103,"children":6104},{"class":4227},[6105],{"type":23,"value":6106},"utter_bot_usage_help",{"type":17,"tag":194,"props":6108,"children":6109},{"class":201},[6110],{"type":23,"value":1587},{"type":17,"tag":194,"props":6112,"children":6113},{"class":196,"line":579},[6114,6118,6122,6126,6131],{"type":17,"tag":194,"props":6115,"children":6116},{"class":201},[6117],{"type":23,"value":4265},{"type":17,"tag":194,"props":6119,"children":6120},{"class":4227},[6121],{"type":23,"value":23},{"type":17,"tag":194,"props":6123,"children":6124},{"class":201},[6125],{"type":23,"value":4235},{"type":17,"tag":194,"props":6127,"children":6128},{"class":218},[6129],{"type":23,"value":6130},"\"🙇Sorry...I couldn't understand your words.",{"type":17,"tag":194,"props":6132,"children":6133},{"class":207},[6134],{"type":23,"value":6135},"\\n\n",{"type":17,"tag":194,"props":6137,"children":6138},{"class":196,"line":935},[6139,6144],{"type":17,"tag":194,"props":6140,"children":6141},{"class":218},[6142],{"type":23,"value":6143},"        I can recommend videos🎬, images and jokes to you. 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