How to Deploy AI Apps to the Cloud with Flask & Azure

Ғылым және технология

🚀 Kick-start your freelance career in data: www.datalumina.io/data-freelancer
In the previous video, we built a Slack bot locally and tested it using ngrok. In this tutorial, we will take it a step further and deploy the bot to the cloud using Azure, allowing it to be accessible from anywhere. This way, you can turn your AI app into a product.
Watch the previous video: kzread.info/dash/bejne/ZZ56urSHnpWopZs.html
👉🏻 Links
github.com/daveebbelaar/langchain-experiments/tree/deployment
portal.azure.com
⏱️ Timestamps
00:00 Introduction
02:57 Azure Setup
16:33 Updating the workflow file
21:27 Updating the Python file
26:24 Updating the Slack Event Subscription
30:12 What is Data Freelancer?
👋🏻 About Me
Hey there, my name is @daveebbelaar and I work as a freelance data scientist and run a company called Datalumina. You've stumbled upon my KZread channel, where I give away all my secrets when it comes to working with data. I'm not here to sell you any data course - everything you need is right here on KZread. Making videos is my passion, and I've been doing it for 18 years.
While I don't sell any data courses, I do offer a coaching program for data professionals looking to start their own freelance business. If that sounds like you, head over to www.datalumina.io/ to learn more about working with me and kick-starting your freelance career.

Пікірлер: 45

  • @sinaardehali7295
    @sinaardehali7295 Жыл бұрын

    I never leave a comment anywhere, but this time, i have to tell you: stunning content, pure gold. Thank you. Make an online course about building and deploying AI apps with langchain and LLM from a to z, and I will buy it without any hesitation! keep going bro🚀

  • @bobbyjunelive1993
    @bobbyjunelive1993 Жыл бұрын

    I love the layering a fact you’re putting on this it’s really inspiring and helpful thank you so much

  • @eugenmalatov5470
    @eugenmalatov5470 Жыл бұрын

    Really nice how you explain everything in detail. Amazing content. Thanks a lot!

  • @atony229
    @atony229 Жыл бұрын

    Best video so far on this topic

  • @tirsoan
    @tirsoan Жыл бұрын

    I love your content man You explain things in a very detailed way especially for people like me who have absolute no coding experience! You make it easy to learn! thank you

  • @taylorcoteus1875
    @taylorcoteus1875 Жыл бұрын

    Thinking the same thing as the comment below me, great videos brother! Looking forward to checking out the group

  • @JorgeLeon2751
    @JorgeLeon2751 Жыл бұрын

    This guy must be reading my mind. I was just thinking "Gosh, it'd be great if there was a video on *paste video title here*" Love your stuff!

  • @daveebbelaar

    @daveebbelaar

    Жыл бұрын

    🙏🏻 😂

  • @AA-rd6nm
    @AA-rd6nm Жыл бұрын

    Very detailed and awesome content!

  • @canadainsight
    @canadainsight Жыл бұрын

    Keep up the good content Dave!

  • @GodfreyMubiru
    @GodfreyMubiru Жыл бұрын

    @daveebbelaar this is really great insight. Can’t wait to see what you build next.

  • @dilanramanayaka9404
    @dilanramanayaka94049 ай бұрын

    Thanks man. This was so valuable.

  • @adityababu3033
    @adityababu30338 ай бұрын

    Thanks mate! big help

  • @tocutandrei9465
    @tocutandrei9465 Жыл бұрын

    i freaking love your videos, i dont comment often, but you are doing an amazing job, keep up the good work

  • @kevon217

    @kevon217

    Жыл бұрын

    ˆ !!!

  • @micbab-vg2mu
    @micbab-vg2mu Жыл бұрын

    Awesome video - thanks! This is exactly what I needed to learn. I'm good at creating Python apps on my computer, but I've been struggling with cloud systems.

  • @daveebbelaar

    @daveebbelaar

    Жыл бұрын

    Glad I can help! 😁

  • @ew3995
    @ew3995 Жыл бұрын

    really enjoyinig this

  • @TC-GPT
    @TC-GPT Жыл бұрын

    It took me 3 days...but i finally got it deployed to Azure!!!! 🤟Great video!!!!

  • @daveebbelaar

    @daveebbelaar

    Жыл бұрын

    Let's goo 💪🏻

  • @taylorcoteus1875

    @taylorcoteus1875

    Жыл бұрын

    Thank you Dave, over the past 2/3 weeks I’ve gone from “what’s Python” to “holy shit my boss is going to love this”

  • @myhificloud
    @myhificloud Жыл бұрын

    Fantastic work, this is very helpful. Looking forward to your future developments. Thank you for this.

  • @daveebbelaar

    @daveebbelaar

    Жыл бұрын

    Thanks! 🙏🏻

  • @DJPapzin
    @DJPapzin Жыл бұрын

    Wow, so much knowledge for free?. Thank you for this excellent step-by-step tutorial.

  • @daveebbelaar

    @daveebbelaar

    Жыл бұрын

    🙌🏻

  • @robertoamarillas
    @robertoamarillas Жыл бұрын

    finally a tutorial that addresses what 99% of users are looking for, which is how to display it online i see this is for slack, ¿is there a way to display this as a common chatbot interphase? best regards

  • @AT-kn7fd
    @AT-kn7fd10 ай бұрын

    Great video! I really learned a lot as I am completely new to this. One thing that confused me was whether it will function the same way with ChromaDB. Should we use Pinecone, Redis, or some other server-based database for this tutorial?

  • @pietraderdetective8953
    @pietraderdetective89533 ай бұрын

    Thanks Dave for the video! it has been a great help to set up webapp in Azure. which ones do you think are the better ones to host webapps? have you tried AWS and GCP? would love to hear some insights about these cloud platforms. cheers!

  • @naira1697
    @naira169711 ай бұрын

    Hi, Amazing tutorial, hands down. I just wanted to ask, what if we used Azure Functions instead of App Service?

  • @vinodkotiya
    @vinodkotiya Жыл бұрын

    Very well explained. Can we add same endpoints to Teams/Whatsapp?

  • @janjarco3983
    @janjarco3983 Жыл бұрын

    I was just thinking about this coming up with new ideas for my app this night 😂

  • @daveebbelaar

    @daveebbelaar

    Жыл бұрын

    Now you know! 😃

  • @CodingByAmp
    @CodingByAmp5 ай бұрын

    flask is popular for production app? thank you.

  • @farazmoradi6246
    @farazmoradi6246 Жыл бұрын

    Hi Dave, thanks a lot for the videos! Can you provide us some free lance websites that we can start from or maybe a video about how to start the free lancing journey in machine leaning?

  • @johngn1978
    @johngn19784 ай бұрын

    If i also want to store my chroma vector database should i just keep it on my github repo or should i also deploy it?

  • @ravigarimella3166
    @ravigarimella316610 ай бұрын

    great content, can you also create a videol like this with Teams as many organizations do use teams chat.

  • @bhargavpatel7777
    @bhargavpatel777712 күн бұрын

    what to do if your system is windows and not linux because by default it selects linux when you choose python

  • @zaidghaffar9082
    @zaidghaffar90829 күн бұрын

    Which app you use to record your Videos

  • @talhaasif8054
    @talhaasif8054 Жыл бұрын

    Hey can you also create a video on how to upload an AI on cloud and create apps around it so AI can be accessible from anywhere

  • @hunter_87
    @hunter_879 ай бұрын

  • @MrFreemindonly
    @MrFreemindonly9 ай бұрын

    Could you do this on AWS PLEASE

  • @eugenmalatov5470

    @eugenmalatov5470

    8 ай бұрын

    Please :D

  • @CarlosDSmith-lf9sd
    @CarlosDSmith-lf9sd Жыл бұрын

    Can I hire you to help me build about 3 apps?

  • @vasanthsreeram
    @vasanthsreeram4 ай бұрын

    muah

  • @user-sl7sc6mm8k
    @user-sl7sc6mm8k Жыл бұрын

    Can you teach how to make money online using these AI and DS skills .using your videos