error in spam detection

[ValayaDase]

Bug Description

The spam detector is showing a “Something went wrong” error after clicking the “Analyze message” button, even when valid input is provided.

Expected Behavior

The application should properly analyze the entered message/email and display the spam detection result instead of showing an error message.

Possible Cause

The issue may be related to API handling, backend response errors, request validation, or frontend error handling logic.

Additional Notes

The UI loads correctly and input is being accepted, but the analysis functionality is failing during processing.

I’d like to work on fixing this issue under SSoC26.

[ValayaDase]

i would like to work for this issue under ssoc26

[aaniya22]

Hi, I would like to work on this issue under SSoC'26.
Please assign this to me. Thank you!

[Pooja0629]

Hi, I would love to work on this issue under SSoC season 5 label please assign this to me!

[diya150]

Hey there! Could you please assign it to me?

[Aharshi3614]

Hi! I'd like to work on this issue. I'm contributing through SSoC Season 5. I have experience with Python, ML model integration, and API debugging (FastAPI/Flask). I've worked on similar classification pipelines and can investigate the backend response error causing this issue. Can I be assigned?

[Bhanu-hasini]

Hi @ValayaDase, I'd like to work on this bug.

I can debug the "Something went wrong" error by:

1. Checking the API endpoint that /analyze calls — likely a 500 or CORS error
2. Adding proper error handling to catch backend response errors vs network errors
3. Validating the request payload before sending to the spam detection model
4. Fixing the frontend to display the actual spam/ham result instead of the generic error

I have experience debugging ML model APIs and React error handling.

Can you please assign this issue to me?

Thanks!

[ValayaDase]

@Bhanu-hasini iam not a project admin
I found this issue in this project so I requested project admin to work on it under SSoC26

[shashankashekharnayak2006-stack]

Hi all am Shashanka Mentor of this project please kindly join the discord server if u want to contribute
https://discord.gg/dqun6hNt9

For now I want @ValayaDase to work on this as he found the bug but applied he joins the discord server and speak about same there by EOD. Else will get the chance we have many other issues coming so pls wait