Do NOT use Streamlit for PRODUCTION until you watch this!

Рет қаралды 3,263

Күн бұрын

You might be thinking to consider getting your AI application to the next level and you want to run a business on top of it but you're not sure how to expose the model with your user?
Please watch this video. I give 4 reasons why Streamlit is not a good choice for your applications especially if you intend to inter act with large population of users.
Important things to consider:
- Custom Styling and simply enabled CSS
- Handling running sessions and multi threading capability (watch the video to learn more)
- Community Support for Developers
- Seamless integration with APIs and backend services
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Chapters:
0:00 What is Streamlit?
1:04 Modern Web Apps
1:48 Streamlit's limits for business facing apps
2:42 1- Customized CSS Styling
3:04 2- Handle Multiple Threading
4:52 3- Small Size Community
5:14 4- Lack of Seamless Integration with Backend
5:39 Conclusion

Пікірлер: 29

@aiberta 23 күн бұрын

Thank you for clarifying on pits and falls of Streamlit. I see that you're mentioning that it is still the framework of choice for Data Science applications. Very informative video!

@fullstackai24 23 күн бұрын

Yes! Indeed I have mentioned that in detail that for ML initiatives and DS, Streamlit is the first step!

@re-nz3sk Ай бұрын

great video

@fullstackai24 Ай бұрын

Glad you enjoyed it!

@PratikSinghFilms Күн бұрын

i am working on a saas app like ai girlfriend stuff should i use streamlit to get first 100 users and then change the framework to flask,faastapi or django or should i use this framework from start ?

@tompower4008 22 күн бұрын

Great video! Kudos!

@fullstackai24 22 күн бұрын

Thank you! Cheers!

@awonglk 9 күн бұрын

Gradio probably falls in the same category

@fullstackai24 8 күн бұрын

Gradio is well suited for most LLM applications and yes it is for proof of concept purposes.

@user-ty2gg8vv6m 28 күн бұрын

No recommendation of some other framework as a replacement?

@fullstackai24 28 күн бұрын

Do you mean framework with python or in general for UI?

@felicia6242 Ай бұрын

is there a way to combine the two? using streamlit and javascript combo backend and react frontend?

@fullstackai24 Ай бұрын

There is. Only if you are expert in JS and set up a separate component that is running in the DOM and the streamlit can be streamed inside the JS component. You can use tags to include a Streamlit app inside JS. However, the use cases could be very minimal.

@zendr0 2 күн бұрын

No one will use streamlit for prod. We know that. But Streamlit is the best tool to get started with MVP and get that initial funds by validating your ideas. No one will invest their time and effort on learning react and then building one with React without knowing if it is even worth spending your time on something that people doesn't even want.

@fullstackai24 2 күн бұрын

100% agree! You re-stated the points I made in the video. Thank you for sharing your valuable thoughts :)