How to Integrate Community Components to Streamlit Apps with @andfanilo
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How to Integrate Community Components to Streamlit Apps with @andfanilo

AssemblyAI 17.12.2022 988 просмотров 22 лайков

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The end of the year is coming close but this doesn't mean that learning should end! In the last series of the year, we are counting down to the end of the year with 15 creators. Each day a new creator will answer a community question in a quick and informative video. We start this series with Fanilo Andrianasolo! In this amazing video he shows us how to integrate community components to Streamlit apps. Check out Fanilo's YouTube channel: https://www.youtube.com/@andfanilo Connect with Fanilo on Twitter: https://twitter.com/andfanilo ▬▬▬▬▬▬▬▬▬▬▬▬ CONNECT ▬▬▬▬▬▬▬▬▬▬▬▬ 🖥️ Website: https://www.assemblyai.com 🐦 Twitter: https://twitter.com/AssemblyAI 🦾 Discord: https://discord.gg/Cd8MyVJAXd ▶️ Subscribe: https://www.youtube.com/c/AssemblyAI?sub_confirmation=1 🔥 We're hiring! Check our open roles: https://www.assemblyai.com/careers ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ #MachineLearning #DeepLearning

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<Untitled Chapter 1>

hello data fans let's pimp and assembly a extremely chatbot with the use of third-part Valley components built by the community let's begin by protecting our app with a login form we don't want everyone to have access to our app and transcribe stuff like R is better than python create a yaml 5 with a list of

STREAMLIT-AUTHENTICATOR

users emails and hash passwords that have the right to access the app and give those a cookie with a given expiration duration load those in your app and create the form that blocks the app from unauthorized users next stream it webrtc is a favorite in the community it enables us to process video or audio

STREAMLIT-WEBRTC

streams coming from the microphone or the webcam directly in streamlits might as well try it it's a bit too much for my use case and I don't have much time left when that happens you can look for similar components in the Stream it official component Gallery the Community Driven Wiki tracker on the official streamit Forum or the components app managed by Johannes product manager at streamlits I found streaming audio recorder I'm all lightweight component to record audio from the microphone and with a bit of tricking dear chatbot should I replace python by Julia I can now record audio Snippets to send to assembly AI for transcription limit AJ grid is a very

STREAMLIT-AGGRID

well known component that brings a supercharged interactive data frame widget with editable support and advanced customization I can list the transcribed words and confidence in an edge grid data frame and I need some of the word and then send it a transcript to a super powerful chatbot and then displayed the chat log on the right using the streamly Chuck

STREAMLIT-CHAT

component which displays the log in a chat style conversation with a robot Avatar to finish this I want an about page where I explain what the app is about and a resources page where I can put the links to my YouTube channel if you want more streamlined and data web apps content we will use the streaming

STREAMLIT-OPTION-MENU

option menu component a modern looking menu selection widget create new page names link them to streamit widget functions and configure some of the icons and there you go a fully functional voice enabled chatbot in streamlined with assembly AI hey chatbot what is a book you think everyone should read in 2023 if you're starting to give data science presentations to higher apps the book that got me into storytelling for technical presentations would be resonate by Nancy Duarte it helped give myself the permission to not hide behind Rock curves or the classic how did I collect clean and model the data that I am now showing to you shout out to assembly AI for inviting me and merry celebrations everyone

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