Sahai

🌿 Sahai – AI-Powered Mental Health & Lifestyle Ecosystem

Sahai is an AI-driven mental health and lifestyle platform designed to support college students in building resilience, improving well-being, and fostering community. It goes beyond being “just a chatbot” — Sahai integrates personalized AI therapy-like conversations, lifestyle tracking, peer communities, and professional counseling into a single ecosystem.

🚀 Features
Core AI Support

AI Chatbot (Fine-tuned + RAG) – Context-aware, safe responses trained on mental health resources.

System Prompts & Personality Layer – Empathetic, student-friendly tone.

RAG Pipeline – Integrates curated mental health documentation via FAISS vector search for accurate, evidence-based answers.

Lifestyle & Well-being

Mood Tracker – Students log daily emotions, visualized over time.

PHQ-9 & Standardized Tests – Assess mental health levels with clinical questionnaires.

Healthy Hobbies & Meetups – Gamified system to push students towards fitness, journaling, and real-world connections.

Community Layer

Peer Support Forum – Anonymous, moderated space for sharing experiences.

College Circles – Institution-specific communities for students to connect.

Event & Meetup Organizer – Enables gym groups, runs, or workshops inspired by Decathlon-style community events.

Professional & Admin Tools

Counselor Booking System – Seamless scheduling with licensed professionals.

College Admin Dashboard – Aggregate insights on student wellness (anonymous + privacy-first).

Crisis Escalation – Route at-risk cases to emergency contacts or counselors.

🏗️ Tech Stack
Backend

FastAPI / Django – Hybrid backend for scalable API + authentication.

PostgreSQL – Relational database for user data, mood logs, posts, and events.

Redis – Caching + async job management.

JWT Auth – Secure login with role-based access (students, counselors, admins).

AI Layer

LLMs (OpenAI/Hugging Face models) – Fine-tuned for conversational empathy.

LoRA Fine-Tuning – Efficient adaptation of base models for mental health tone.

RAG Pipeline – FAISS-powered semantic search over curated mental health docs.

System Prompts – Enforcing ethical guidelines & student-friendly tone.

Frontend

React + Vite – Lightning-fast, modular UI.

TailwindCSS – Clean, modern styling.

WebSockets – Real-time chat and live counselor interactions.

DevOps

Docker – Containerized deployment.

NGINX + Gunicorn/Uvicorn – Production-ready API hosting.

CI/CD (GitHub Actions) – Automated testing & deployments.

💡 Vision: Mental Health as a Lifestyle

Sahai isn’t just therapy-on-demand. We address mental health as a lifestyle issue for students: balancing academics, social life, fitness, and growth. By blending AI support, self-tracking, peer connections, and real-world meetups, Sahai builds an ecosystem where better mental health = better life outcomes.

💰 Revenue Model

SaaS for Colleges – Subscription packages for institutions (dashboard, reports, counselor integration).

Premium Students Plans – Unlock advanced mood analytics, journaling AI, and curated meetups.

Counselor Marketplace – Commission on paid counseling sessions.

Partnerships – Fitness brands, book clubs, wellness companies.

⚡ Quickstart
1. Clone Repo