Build an AI app with FastAPI and Docker - Coding Tutorial with Tips

Поділитися
Вставка
  • Опубліковано 5 лют 2025

КОМЕНТАРІ • 58

  • @patloeber
    @patloeber  Рік тому +7

    INSTRUCTIONS TO WIN DOCKER SWAG: Take a picture of yourself watching the video (or just a screenshot), post it on Twitter mentioning @Docker & @patloeber & @tiangolo to win SWAG! The first 30 people will be selected. There are still some left :)

    • @arshadvayani
      @arshadvayani Рік тому

      twitter.com/extensiveweb/status/1697311129846882759?t=fjMJ4WxIymAa5L1qnUJMOA&s=19

  • @maizizhamdo
    @maizizhamdo 8 місяців тому +2

    just wanted to drop you a line and say thanks for this amazing tutorial on building an AI
    app with FastAPI and Docker! I was blown away by how easy it was to follow along and actually build something that
    works.
    I'm definitely going to be sharing this with my friends who are also interested in AI and machine learning. Your
    explanations were super clear and concise, and the tips you shared really helped me understand some of the more
    complex concepts.

  • @aar021
    @aar021 Рік тому +5

    Pat! This is awesome. Also having Sebastian was a nice touch. Much love to you guys.

  • @MyCodingDiary
    @MyCodingDiary Рік тому +5

    Your videos are my go-to resource whenever I get stuck on a coding problem. Thank you!

  • @francescociulla
    @francescociulla Рік тому

    You just remembered me ti make the FastAPI video! Great one btw!

  • @MyCodingDiary
    @MyCodingDiary Рік тому +2

    Your videos are a constant source of inspiration for me. Please keep them coming!

  • @shamaldesilva9533
    @shamaldesilva9533 Рік тому +12

    Awesome 🎉🎉 please more in depth courses with Fastapi ❤

    • @MrSuperGerald
      @MrSuperGerald Рік тому

      and with Sebastian! This format is the best.

  • @theusualcouple
    @theusualcouple Рік тому

    Really cool feature of Run in interactive window. Thanks a lot for its introduction. This feature is also available by right clicking on a line/selection. VS code is the best.

  • @sammathew535
    @sammathew535 Рік тому +2

    Thanks a ton for the interactive mode trick!

  • @Indently
    @Indently Рік тому +3

    AI let's goooooo

  • @bengabp
    @bengabp Рік тому +2

    My notifications are enabled 😊

  • @macadeliccc2942
    @macadeliccc2942 Рік тому +3

    great tutorial and lots of good information. Im familiar with torch and transformers but it was nice to combine them with a new technology to me, like fastAPI

  • @shaunpx1
    @shaunpx1 Рік тому

    Awesome video! thank you guys for the great intuition and tips.

  • @manyes7577
    @manyes7577 Рік тому

    wow docker init make life so much easier

  • @GabrielPozo
    @GabrielPozo Рік тому

    Great talk with Sebastian! 👏

  • @JanakSuthar-c4k
    @JanakSuthar-c4k Рік тому

    🐍 Explore the world of Python for Research Work with this amazing playlist! 📚🔬 Don't forget to hit the 'Like' button 👍 and 'Subscribe' for more awesome content! 🤩 Check it out: ua-cam.com/play/PLIDulLqbs-nnr758jI13Cm5RmsOTkOk7t.html

  • @edwardwong654
    @edwardwong654 Рік тому +1

    Very interesting. What is the Rust for?

  • @jeff-badu
    @jeff-badu 4 місяці тому

    I learned a lot. Thank you.

  • @JustFuguFish
    @JustFuguFish Рік тому

    Nice fast course! I am just amazed that the Docker image has 10GB :D

  • @ghufrankasho9470
    @ghufrankasho9470 Рік тому +1

    this was very helpfull and educational thank you for this video and this collaboration was greate 😇

  • @shivrajnag12
    @shivrajnag12 Рік тому +1

    Awesome session. Hi Sebastian, when can we expect FastAPI docs update with SQLModel?

  • @chrisogonas
    @chrisogonas Рік тому

    Thanks folks!

  • @lwangacaleb2729
    @lwangacaleb2729 7 місяців тому

    Thank you so much Sebastian🙏

  • @AlexApparels-rw8ip
    @AlexApparels-rw8ip 8 місяців тому

    thank you so much guys you helped me alot

  • @BuddaFett
    @BuddaFett Рік тому +1

    You are a huge help to us!

  • @mmzf2357
    @mmzf2357 Рік тому +1

    Best content 👍🏻

  • @wadejohnson4542
    @wadejohnson4542 Рік тому +2

    Amazing! Patrick and Sebastian, how do we thank you for this?

    • @patloeber
      @patloeber  Рік тому

      Hi hi, glad if you enjoyed the session!

  • @jaggyjut
    @jaggyjut Рік тому

    Thanks Patrick for another great Tutorial. Would you be able to make a tutorial on using streamlit to create an end user web app to fix any wrong prediction to retrain the model. For example let say we have a machine learning model capable of predicting the house rent for homes. the user should be able to upload a csv of list of home with key attributes and the output should be a grid view with all the rent predictions. If there is an incorrect prediction user should be able to type in the correct rent which will be used to retrain the model. If you make a course on Udemy will be first to purchase it 😀

  • @shaz-z506
    @shaz-z506 Рік тому +1

    Good video, but I didn't get the part where you use Rust compiler, I mean why it was required?

    • @patloeber
      @patloeber  Рік тому +1

      The transformers library needed it for the installation. At least on my system I was getting error messages without Rust

  • @City__Walker
    @City__Walker Рік тому

    Are there any development templates created for fastapi? What a standard FastAPI application should look like?

  • @Robay146
    @Robay146 Рік тому +1

    Thanks for this. However, would have been worth mentioning the amount of time needed to build the model. It took me 4hrs to build the image!

    • @patloeber
      @patloeber  Рік тому

      Oh, didn't know it took that long :( It only took around 1 minute on my machine (2020 MacBook M1)

  • @AlMar-j5l
    @AlMar-j5l 10 місяців тому

    great clip, thx!

  • @pankajchaturvedi1541
    @pankajchaturvedi1541 10 місяців тому

    Does the Jupyter interactive window work, if I am using virtual env for the project?

  • @huzaifa.arshad
    @huzaifa.arshad 11 місяців тому

    I tried to do 'docker init' and it gave me
    (docker: 'init' is not a docker command.
    See 'docker --help')
    error. What did i missed?

  • @flarexlucifer
    @flarexlucifer 11 місяців тому

    so like for me everything went good but now i want to deploy my fastapi to aws lambda how do i it ?
    can you tell me it's for my university project.

  • @sunils7072
    @sunils7072 Рік тому

    Thank you very much for this video.

  • @luca_dev
    @luca_dev Рік тому

    vscode tells me to install ipykernel to run python code interactively, did you install it in the project venv?

    • @patloeber
      @patloeber  Рік тому

      yup, it'll always ask you this the first time

  • @amrgaber4662
    @amrgaber4662 9 місяців тому

    thanks

  • @TheAremoh
    @TheAremoh Рік тому

    Amazing

  • @prithvirajdeshmukh5774
    @prithvirajdeshmukh5774 Рік тому

    New subscriber from Bharat / India . Are you from?

  • @doubleBottomChart
    @doubleBottomChart Рік тому

    Thanks.

  • @MJReviews122
    @MJReviews122 Рік тому

    cooles video

  • @rahulkulkarni5967
    @rahulkulkarni5967 Рік тому

    what's the total duration of the course.?

  • @erhanandrei4862
    @erhanandrei4862 Рік тому

  • @chikosan99
    @chikosan99 Рік тому

    Thanks a lot! great
    Just it's not fullHD \:

  • @Gautamkumar-tk1xt
    @Gautamkumar-tk1xt Рік тому

    For recording

  • @henoknigatu7121
    @henoknigatu7121 Рік тому

    👍Nice...how to deploy it for free