Stemly
Stemly 是一個基於人工智慧的 STEM 學習平台,能將掃描的圖表轉換為互動式物理模擬與完整的學習筆記。採用 Flutter CustomPainter 進行即時渲染,後端使用 FastAPI,透過 LangChain 協調,整合 Google Gemini AI,使用 MongoDB 資料庫,並透過 Firebase 認證支援 Google 登入。
- 星標
- 7
- 分支
- 3
- 最近推送(UTC)
- 2026年2月21日
- 專案狀態
- 未封存
原始 README
以下為英文專案原文快照,最新內容請造訪 GitHub。
Stemly
Scan. Analyze. Visualize. Study.
An AI-powered STEM learning platform that transforms diagrams and problems into interactive simulations, study notes, and smart quizzes.
The Problem
Students struggle to visualize abstract STEM concepts from textbooks and static diagrams. Traditional tools offer either theory OR visuals, rarely both in an interactive, personalized way.
Our Solution
Scan any physics problem with your phone, and Stemly instantly generates:
- AI Visualiser — Real-time, parameter-driven physics simulations with interactive sliders
- AI Notes — Comprehensive study notes with formulas, examples, and resources
- Smart Quizzes — Auto-generated MCQs to test understanding immediately
- AI Tutor — Chat with Gemini, GPT-4o, Grok, or Llama 3 for personalized help
Demo
| Welcome | Scan & Loading | Main Interface |
|---|---|---|
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| AI Visualiser | AI Notes | Settings |
|---|---|---|
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Features
AI Visualiser — Not Just a Video
A real-time physics engine with:
- Interactive control via sliders (velocity, angle, gravity, resistance)
- Natural language control — ask "What if gravity was 0?" and watch it update
- Live graphs (velocity-time, position-time, acceleration-time)
- 9+ simulations: Projectile Motion, SHM, Optics, Kinematics, Free Fall, and more
AI Notes — Study Smarter
Generated specifically for each scanned problem:
- Concept breakdowns with simple explanations
- Key formulas with physical meanings
- Step-by-step worked examples
- Curated resources from across the web
Smart Quizzes
- Instantly generated from your scanned content
- Multiple-choice with detailed explanations
- Score tracking and feedback
Multi-Provider AI Tutor
Choose your preferred AI model:
- Google Gemini (default)
- xAI Grok
- OpenAI GPT-4o
- Groq Llama 3
Architecture
graph TD
User[Flutter App] -->|REST API| API[FastAPI Backend]
API -->|Auth| Firebase[Firebase Auth]
API -->|Data| DB[(MongoDB)]
API -->|Vision + Text| Gemini[Google Gemini 2.5 Flash]
subgraph Client
User
OCR[Google ML Kit OCR]
VIS[Physics Engine]
end
subgraph AI
Gemini
end
| Layer | Technology |
|---|---|
| Frontend | Flutter 3.x, Dart, Provider, CustomPaint (60 FPS rendering) |
| Backend | FastAPI, Python 3.10+, Uvicorn, Pydantic |
| AI | Google Gemini 2.5 Flash (vision + text + JSON mode) |
| Database | MongoDB Atlas (async via Motor) |
| Auth | Firebase Authentication (Google Sign-In, email/password) |
| Deployment | Vercel (backend), APK/IPA (frontend) |
See ARCHITECTURE.md for detailed component diagrams, data flows, and the scan-to-simulation pipeline.
Quick Start
Prerequisites
- Flutter 3.x+ and Dart SDK 3.10.1+
- Python 3.10+
- API keys: Google Gemini + Firebase + MongoDB Atlas
Setup
git clone https://github.com/SH-Nihil-Mukkesh-25/Stemly.git
cd Stemly
# Backend
cd backend
python -m venv .venv && source .venv/bin/activate # Windows: .venv\Scripts\activate
pip install -r requirements.txt
cp .env.example .env # Fill in your API keys
uvicorn main:app --reload
# Flutter (in a new terminal)
cd stemly_app
flutter pub get
flutter run
For detailed instructions (platform-specific, Docker, etc.), see the Setup Guide.
Documentation
| Document | Description |
|---|---|
| Architecture | System design, component diagrams, data flows |
| API Reference | Complete REST API documentation with examples |
| Setup Guide | Getting API keys, platform setup, Docker |
| Development Guide | Git workflow, testing, debugging, adding simulations |
| Contributing | How to contribute, code style, PR process |
| FAQ | Common questions answered |
| Roadmap | Where Stemly is headed |
Roadmap
See docs/ROADMAP.md for the full roadmap.
- Next: Wave simulations, circuit builder, chemistry support, offline mode
- Later: Web deployment, multi-language support, classroom mode, AR features
- Vote: React on issues to prioritize features
Contributing
We welcome contributions from everyone — especially students and first-time open-source contributors!
- Read the Contributing Guide
- Look for
good first issuelabels - Set up your environment with the Setup Guide
- Pick an issue and submit a PR
Team
Stemly was built by Team Mugiwara Coders — CS students from Amrita Vishwa Vidyapeetham, Coimbatore.
| Name | Role | GitHub |
|---|---|---|
| P Dakshin Raj | Frontend & Flutter Lead | @Dakshin10 |
| SH Nihil Mukkesh | Backend & AI Lead | @SH-Nihil-Mukkesh-25 |
| SHRE RAAM P J | Content & Ideation | @SHRE-RAAM-P-J |
| Vibin Ragav S | Testing | @VibinR-code |
Contributors
Community
- Questions? Open a discussion or ask an issue
- Found a bug? Report it
- Have an idea? Request a feature
- Security issue? See
SECURITY.md
License
Stemly is open-source under the MIT License.
分類
如何選擇適合專案的儲存庫?
先依使用情境篩選,再比較專案活躍情況,最後到原始儲存庫確認使用要求。
- 透過儲存庫名稱、作者或描述搜尋,再依技術分類縮小範圍。
- 綜合星標、分支與最近推送比較專案;星標反映社群關注,不保證品質。
- 使用前在 GitHub 確認 README、授權條款與 Issues。
來源與維護
“A repository is the most basic element of GitHub.”
GitHub Docs — About repositories ↗





