Bug Title : Screenshot Scanner and Gemini OCR Feature Missing from Frontend

[VikashRaj110]

Bug Title

Screenshot Scanner and Gemini OCR Feature Missing from Frontend

Description

The screenshot drag-and-drop scanner functionality has been removed from the frontend, along with its Gemini OCR integration. This feature is still mentioned in the project's README.md and INSTRUCTIONS.md, but users can no longer upload screenshots for analysis through the UI.

Steps to Reproduce

1. Open the application.
2. Navigate through the available scam detection features.
3. Look for the screenshot upload/drag-and-drop scanner.
4. Observe that the scanner and OCR-based analysis functionality are missing.

Expected Behavior

• Users should be able to drag and drop or upload screenshots.
• The uploaded image should be processed using Gemini OCR.
• Extracted text should be analyzed and displayed to the user.

Actual Behavior

• No screenshot scanner interface is available.
• Gemini OCR integration is inaccessible from the frontend.
• The documented feature cannot be used.

Impact

This removes a key advertised feature of the application and creates a mismatch between the documentation and the actual product functionality.

Suggested Fix

Restore the screenshot scanner UI, reconnect the Gemini OCR workflow, and ensure the feature functions as documented.

[srinithithirumaran]

Hi, I would like to work on this issue under GSSoC 2026. Could you please assign it to me?