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Project	Deployment	Review	Updated (UTC)
neurograde	Error		Dec 25, 2025 2:46am

[Copilot]

Pull Request Overview

This PR adds comprehensive containerization and AI-powered chat capabilities to the NeuroGrade application. The main purpose is to enable Docker-based deployment and integrate an intelligent chatbot system for student support.

Key changes include:

• Complete Docker containerization setup with multi-service architecture
• AI-powered chatbot integration with Google Meet scheduling capabilities
• Enhanced teacher registration with subject field requirement
• Team section updates and React version downgrade for compatibility

Reviewed Changes

Copilot reviewed 31 out of 45 changed files in this pull request and generated 7 comments.

Show a summary per file

File	Description
server/src/models/teacher.js	Added required subject field to teacher schema
server/src/controllers/user.controller.js	Updated teacher registration to include subject field
server/Dockerfile	Added production-ready Docker configuration for Express server
nginx/nginx.conf	Created reverse proxy configuration for multi-service routing
docker-compose.yml	Defined complete multi-service Docker environment
client/src/components/Chatbot.jsx	Implemented AI chatbot with Google Meet integration
client/src/app/register/page.js	Added subject selection for teacher registration
FastAPI/main.py	Created FastAPI service with chat agent and MongoDB integration
FastAPI/src/chat.py	Implemented LangGraph-based doubt solving agent

Files not reviewed (1)

• client/package-lock.json: Language not supported

Comments suppressed due to low confidence (1)

server/src/models/teacher.js:8

• Missing space after colon. Should be 'subject: str' to maintain consistent formatting with other model fields.

        type: String,

---

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[Copilot]

Hard-coded system prompt instruction should be moved to a configuration file or environment variable for better maintainability and easier updates.

Suggested change

	system_prompt = (
	"You are a helpful doubt solver for students. "
	"Answer student questions clearly and concisely. "
	"If a student asks to schedule, arrange, or set up a meeting with a teacher, use the provided tool. "
	"Strictly don't reveal your identity as GEMINI"
	"If the question is related to the Study You must answer it regardless whether the subject exists or not (remeber this )."
	"For all other questions, answer as a knowledgeable tutor. "
	"When scheduling meetings, use the student roll number provided in the conversation."
	system_prompt = os.environ.get(
	"DOUBT_AGENT_SYSTEM_PROMPT",
	(
	"You are a helpful doubt solver for students. "
	"Answer student questions clearly and concisely. "
	"If a student asks to schedule, arrange, or set up a meeting with a teacher, use the provided tool. "
	"Strictly don't reveal your identity as GEMINI"
	"If the question is related to the Study You must answer it regardless whether the subject exists or not (remeber this )."
	"For all other questions, answer as a knowledgeable tutor. "
	"When scheduling meetings, use the student roll number provided in the conversation."
	)

[Copilot]

Copilot encountered an error and was unable to review this pull request. You can try again by re-requesting a review.

[vercel]

Deployment failed with the following error:

The `vercel.json` schema validation failed with the following message: should NOT have additional property `rootDirectory`

Learn More: https://vercel.com/docs/concepts/projects/project-configuration