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<!doctype html><html data-theme=light lang=de xmlns=http://www.w3.org/1999/xhtml><head><meta charset=UTF-8><meta content="Mein Portfolio, Blog und allgemeine Präsenz online" name=description><meta content="width=device-width,initial-scale=1" name=viewport><meta content=#FF7E3C name=theme-color><meta content=#CC5A26 media=(prefers-color-scheme:dark) name=theme-color><title>Übersetzung: Chatbot - Aron Petau</title><link href=https://aron.petau.net/de/project/chatbot/ rel=canonical><link href=https://mastodon.online/@reprintedAron rel=me><meta content=@reprintedAron@mastodon.online name=fediverse:creator><link href=https://aron.petau.net/favicon.png rel=icon type=image/png><link href=https://aron.petau.net/apple-touch-icon.png rel=apple-touch-icon sizes=180x180 type=image/png><link crossorigin href=https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.7.2/css/all.min.css integrity=sha512-... referrerpolicy=no-referrer rel=stylesheet><link title="Aron Petau - Atom Feed" href=https://aron.petau.net/atom.xml rel=alternate type=application/atom+xml><style>:root{--accent-color:#ff7e3c}[data-theme=dark]{--accent-color:#cc5a26}@media (prefers-color-scheme:dark){:root:not([data-theme=light]){--accent-color:#cc5a26}}</style><link href=https://aron.petau.net/style.css rel=stylesheet><link href=https://aron.petau.net/css/timeline.css rel=stylesheet><link href=https://aron.petau.net/css/mermaid.css rel=stylesheet><link href=https://aron.petau.net/css/skills.css rel=stylesheet><link href=https://aron.petau.net/css/gallery.css rel=stylesheet><script defer src=https://aron.petau.net/closable.js></script><script defer src=https://aron.petau.net/copy-button.js></script><script data-goatcounter=https://awebsite.goatcounter.com/count defer src=https://aron.petau.net/count.js></script><script defer src=https://aron.petau.net/fuse.js></script><script defer src=https://aron.petau.net/search-fuse.js></script><script defer src=https://aron.petau.net/theme-switcher.js></script><script type=module>import mermaid from 'https://cdn.jsdelivr.net/npm/mermaid@11/dist/mermaid.esm.min.mjs';
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mermaid.initialize({ startOnLoad: true });</script><meta content="Aron Petau" property=og:site_name><meta content="Übersetzung: Chatbot - Aron Petau" property=og:title><meta content=https://aron.petau.net/de/project/chatbot/ property=og:url><meta content="A speech-controlled meditation assistant and sentiment tracker" property=og:description><meta content=https://aron.petau.net/processed_images/fulfillment-flow.9dc2e771ce53cf70.png property=og:image><meta content=de_DE property=og:locale><body><header id=site-nav><nav><a href=#main-content tabindex=0> Zum Hauptinhalt springen </a><ul><li id=home><a href=https://aron.petau.net/de/> <i class=icon></i>Aron Petau</a><li class=divider><li><a href=https://aron.petau.net/de/project/>Projekte</a><li><a href=https://aron.petau.net/de/pages/contact/>Kontakt</a><li><a href=https://aron.petau.net/de/pages/cv/>Vita</a><li><a href=https://aron.petau.net/de/pages/about/>Über mich</a><li id=search><button class=circle id=search-toggle title=Suche><i class=icon></i></button><li id=language-switcher><details class=closable><summary class=circle title=Sprache><i class=icon></i></summary> <ul><li><a href=https://aron.petau.net/project/chatbot/ lang=en>English</a></ul></details><li id=theme-switcher><details class=closable><summary class=circle title=Thema><i class=icon></i></summary> <ul><li><button title="Zum hellen Thema wechseln" class=circle id=theme-light><i class=icon></i></button><li><button title="Zum dunklen Thema wechseln" class=circle id=theme-dark><i class=icon></i></button><li><button title="Systemthema nutzen" class=circle id=theme-system><i class=icon></i></button></ul></details><li id=feed><a class=circle href=https://aron.petau.net/de/atom.xml title=Feed> <i class=icon></i> </a><li id=repo><a class=circle href=https://forgejo.petau.net/aron/awebsite title=Repository> <i class=icon></i> </a></ul></nav><div id=search-container><label class=visually-hidden for=search-bar>Suche</label><input placeholder="Suche nach…" autocomplete=off disabled id=search-bar type=search><div id=search-results-container><div id=search-results></div></div></div></header><main id=main-content><article><div id=banner-container><img class=full-bleed id=banner src=https://aron.petau.net/de/project/chatbot/fulfillment-flow.png></div><div id=heading><p><small> <time datetime=" 2020-07-15T00:00:00+00:00">Veröffentlicht am 15. 07. 2020</time></small><h1>Übersetzung: Chatbot</h1><p><small><span>Von Aron Petau</span><span> • </span><span>2 Minuten gelesen</span><span> • </span></small><ul class=tags><li><a class=tag href=https://aron.petau.net/de/tags/chatbot/>chatbot</a><li><a class=tag href=https://aron.petau.net/de/tags/data-viz/>data viz</a><li><a class=tag href=https://aron.petau.net/de/tags/google-assistant/>google assistant</a><li><a class=tag href=https://aron.petau.net/de/tags/google-cloud/>google cloud</a><li><a class=tag href=https://aron.petau.net/de/tags/google-dialogflow/>google dialogflow</a><li><a class=tag href=https://aron.petau.net/de/tags/meditation/>meditation</a><li><a class=tag href=https://aron.petau.net/de/tags/nlp/>nlp</a><li><a class=tag href=https://aron.petau.net/de/tags/nlu/>nlu</a><li><a class=tag href=https://aron.petau.net/de/tags/python/>python</a><li><a class=tag href=https://aron.petau.net/de/tags/speech-interface/>speech interface</a><li><a class=tag href=https://aron.petau.net/de/tags/sql/>sql</a><li><a class=tag href=https://aron.petau.net/de/tags/university-of-osnabruck/>university of osnabrück</a><li><a class=tag href=https://aron.petau.net/de/tags/voice-assistant/>voice assistant</a><li><a class=tag href=https://aron.petau.net/de/tags/work/>work</a></ul></div><div id=buttons-container><a title="Nach Oben gehen" href=#top id=go-to-top><i class=icon></i></a><a href="https://shareopenly.org/share/?url=https://aron.petau.net/de/project/chatbot/&text=A%20speech-controlled%20meditation%20assistant%20and%20sentiment%20tracker" id=share title=Teilen><i class=icon></i></a><a title="Ein Issue erstellen" href=https://forgejo.petau.net/aron/awebsite/issues id=issue><i class=icon></i></a></div><h2 id=Guru_to_Go:_a_speech-controlled_meditation_assistant_and_sentiment_tracker>Guru to Go: a speech-controlled meditation assistant and sentiment tracker</h2><iframe allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen class=youtube-embed referrerpolicy=strict-origin-when-cross-origin src=https://www.youtube-nocookie.com/embed/R73vAH37TC0></iframe><p>Here, you see a Demo video of a voice-controlled meditation assistant that we worked on in the course "Conversational Agents and speech interfaces"<div class=buttons><a class="colored external" href=https://w3o.ikw.uni-osnabrueck.de/scheinmaker/export/details/76/67>Course Description</a></div><p>The central goal of the entire project was to make the Assistant be entirely speech controlled, such that the phone needn't be touched while immersing yourself in meditation.<p>The Chatbot was built in Google Dialogflow, a natural language understanding engine that can interpret free text input and identify entities and intents within it, We wrote a custom python backend to then use these evaluated intents and compute individualized responses.<p>The resulting application runs in Google Assistant and can adaptively deliver meditations, visualize sentiment history and comprehensively inform about meditation practices. Sadly, we used beta functionality from the older "Google Assistant" Framework, which got rebranded months after by Google into "Actions on Google" and changed core functionality requiring extensive migration that neither Chris, my partner in this project, nor I found time to do.<p>Nevertheless, the whole Chatbot functioned as a meditation player and was able to graph and store recorded sentiments over time for each user.<p>Attached below you can also find our final report with details on the programming and thought process.<div class=buttons><a class="colored external" href="https://acrobat.adobe.com/link/track?uri=urn:aaid:scds:US:23118565-e24e-4586-b0e0-c0ef7550a067">Read the full report</a></div><div class=buttons><a class="colored external" href=https://github.com/cstenkamp/medibot_pythonbackend>Look at the Project on GitHub</a></div><blockquote class=note><p class=alert-title><i class=icon></i>Anmerkung<p>After this being my first dip into using the Google Framework for the creation of a speech assistant and encountering many problems along the way that partly found their way also into the final report, now I managed to utilize these explorations and am currently working to create <a href=/allei/>Ällei</a>, another chatbot with a different focus, which is not realized within Actions on google, but will rather be getting its own react app on a website.</blockquote></article><hr><nav id=post-nav><a class="post-nav-item post-nav-prev" href=https://aron.petau.net/de/project/critical-epistemologies/> <div class=nav-arrow>Vorherige</div> <span class=post-title>Übersetzung: Critical Epistemology</span> </a><a class="post-nav-item post-nav-next" href=https://aron.petau.net/de/project/political-violence/> <div class=nav-arrow>Nächstes</div> <span class=post-title>Übersetzung: Political Violence</span> </a></nav><span class=hidden id=copy-code-text>Code kopieren</span><span class=hidden id=search-index>https://aron.petau.net/de//search_index.en.json</span><span 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