scratch/comment_192.md

Hi @harshitanagpal05! :raised_hands:

Thank you for your interest in contributing to HELPDESK.AI under GSSoC 2026! :rocket:

I have officially assigned you to this issue! The analyze_image() signature mismatch is a critical backend bug — fixing it will directly unblock image-upload functionality for all users.

Technical Implementation Steps:

1. Identify the signature: Check backend/services/gemini_service.py — the analyze_image() method signature and update all call sites in main.py to match.
2. Add context_text support: The method should accept optional context_text to improve image analysis quality.
3. Write a test: Add a unit test that mocks gemini_service.analyze_image() and confirms the call signature is correct.
4. Branch Rule: Ensure all your commits target the gssoc branch, NOT main.

Here is the onboarding process to get dashboard and testing access:

1. Go to the Deployed Website (not local): https://helpdeskaiv1.vercel.app/
2. Sign In: Click on the Sign In option.
3. Create Account: Click on Create Account.
4. Select Company: Select Ritesh Private Limited Company as your organization.
5. Verify and Reach Out: After verifying your email, reach out at bonthalamadhavi1@gmail.com or right here in this issue.
6. Access Approved: Ritesh will add your username to the system.

:star: Project Support and Networking Campaign

1. Star this repository: Star here
2. Fork this repository: Fork here
3. Follow @ritesh-1918 on GitHub: Follow here
4. Connect on LinkedIn: Connect on LinkedIn
5. Reach out via Email: bonthalamadhavi1@gmail.com

Looking forward to your contribution! Happy coding! :rocket::computer: