A modern, full-stack financial management application that combines cutting-edge technology with intuitive design to revolutionize personal finance management.

🚀 Live Demo • 📖 Documentation • 🐛 Report Bug • ✨ Request Feature

Financer is a comprehensive financial management platform that empowers users to take control of their financial future. Built with modern technologies and AI integration, it provides real-time market data, intelligent insights, and powerful tools for expense tracking, investment analysis, and financial planning.

To democratize financial literacy and empower individuals with the tools and insights needed to make informed financial decisions through technology and AI.

• Real-time Tracking: Instant expense categorization and tracking
• Visual Analytics: Interactive charts showing spending patterns
• Budget Planning: Set and monitor budget goals with alerts
• Recurring Expenses: Automatic detection and management
• Export Reports: Generate detailed financial reports

• Live Market Data: Real-time NSE stock prices and updates
• Technical Analysis: Advanced charting with technical indicators
• Performance Metrics: Comprehensive stock performance analysis
• Market Trends: AI-powered trend analysis and predictions
• Watchlist Management: Custom stock watchlists with alerts

• Asset Allocation: Visualize and optimize portfolio distribution
• Performance Tracking: Monitor portfolio returns and growth
• Risk Assessment: AI-powered risk analysis and recommendations
• Rebalancing Alerts: Smart notifications for portfolio adjustments
• Diversification Analysis: Sector and geographic diversification insights

• Interest Calculations: Accurate FD maturity calculations
• Comparison Tools: Compare FD rates across different banks
• Investment Planning: Optimize FD investments for maximum returns
• Tax Implications: Calculate tax-adjusted returns

• Personalized Advice: Google Gemini-powered financial guidance
• Market Insights: AI analysis of market conditions and opportunities
• Investment Recommendations: Tailored investment suggestions
• Risk Profiling: Intelligent risk assessment and management
• Financial Goals: AI-assisted goal setting and tracking

• Firebase Authentication: Multi-factor authentication support
• Data Encryption: End-to-end encryption for sensitive data
• Secure API: JWT-based secure API communications
• Privacy Protection: GDPR-compliant data handling
• Audit Trails: Comprehensive activity logging

Google-Solutions/
├── 🎨 financer/                    # React Frontend Application
│   ├── 📄 src/
│   │   ├── 📑 pages/              # Application routes & views
│   │   │   ├── LandingPage.jsx    # Welcome & onboarding
│   │   │   ├── HomePage.jsx       # Main dashboard
│   │   │   ├── AuthPage.jsx       # Authentication flows
│   │   │   ├── ExpensesPage.jsx   # Expense management
│   │   │   ├── StocksPage.jsx     # Stock market analysis
│   │   │   ├── ComparisonsPage.jsx # Stock comparison tools
│   │   │   ├── PortfoliosPage.jsx # Portfolio management
│   │   │   ├── FDPage.jsx         # Fixed deposit calculator
│   │   │   └── ChatbotPage.jsx    # AI financial advisor
│   │   ├── 🎭 components/         # Reusable UI components
│   │   ├── 🖼️ assets/             # Static assets & images
│   │   ├── 🎨 styles/             # CSS modules & themes
│   │   └── 🔧 utils/              # Helper functions & utilities
│   ├── 🌐 public/                 # Public assets & manifest
│   ├── 📦 package.json            # Dependencies & scripts
│   ├── ⚡ vite.config.js          # Vite configuration
│   └── 📚 README.md               # Frontend documentation
│
├── ⚙️ financer-backend/            # FastAPI Backend Service
│   ├── 🚀 main.py                 # FastAPI application entry
│   ├── 📊 models.py               # Pydantic data models
│   ├── 📈 nse_data.py             # NSE data integration
│   ├── 🧪 test.py                 # Testing utilities
│   ├── 📦 requirements.txt        # Python dependencies
│   ├── 🚢 vercel.json             # Deployment configuration
│   └── 📚 README.md               # Backend documentation
│
├── 📄 README.md                    # Main project documentation
└── 📜 LICENSE                      # MIT license file

graph TB
    subgraph "Frontend Layer"
        A[React Frontend] --> B[Vite Dev Server]
        A --> C[Firebase Auth]
        A --> D[React Router]
    end
    
    subgraph "Backend Layer"
        E[FastAPI Server] --> F[Firebase Admin]
        E --> G[Google AI API]
        E --> H[NSE Data API]
    end
    
    subgraph "External Services"
        I[Firebase Auth]
        J[Google Gemini AI]
        K[NSE Stock Exchange]
        L[Vercel Hosting]
    end
    
    A <--> E
    C <--> I
    G <--> J
    H <--> K
    E --> L

• Component-Based Design: Modular, reusable React components
• State Management: React hooks and context for state handling
• Responsive Design: Mobile-first, adaptive layouts
• Performance Optimization: Code splitting and lazy loading
• Real-time Updates: WebSocket connections for live data

• RESTful API Design: Clean, intuitive API endpoints
• Microservices Pattern: Modular service architecture
• Database Integration: Firebase Firestore for data persistence
• External API Integration: NSE and Google AI service connections
• Security Layer: JWT authentication and request validation

• ESLint: Code quality and consistency
• Prettier: Code formatting
• Git: Version control
• VS Code: Development environment
• PostCSS: CSS processing
• Babel: JavaScript transpilation

Before you begin, ensure you have the following installed:

1. Firebase Project Setup

   • Go to Firebase Console
   • Create a new project
   • Enable Authentication (Email/Password, Google)
   • Generate service account key
   • Enable Firestore Database

2. Google AI API Key

   • Visit Google AI Studio
   • Create API key for Gemini
   • Enable required APIs

3. NSE Data Access

   • Ensure you have proper data access agreements
   • Configure rate limiting as per API guidelines

# Clone the repository
git clone https://github.com/Anish-2005/Google-Solutions.git
cd Google-Solutions

# Navigate to frontend directory
cd financer

# Install dependencies
npm install

# Create environment file
cp .env.example .env

# Configure environment variables (see Configuration section)
# Edit .env with your Firebase and API configurations

# Start development server
npm run dev

🌐 Frontend will be available at: http://localhost:5173

# Open new terminal and navigate to backend
cd financer-backend

# Create virtual environment (recommended)
python -m venv financer-env

# Activate virtual environment
# Windows:
financer-env\Scripts\activate
# macOS/Linux:
source financer-env/bin/activate

# Install Python dependencies
pip install -r requirements.txt

# Create environment file
cp .env.example .env

# Configure environment variables (see Configuration section)
# Edit .env with your Firebase and Google AI configurations

# Start FastAPI server
uvicorn main:app --reload

🚀 Backend API will be available at: http://localhost:8000 📚 API Documentation: http://localhost:8000/docs

# Test frontend
curl http://localhost:5173

# Test backend health
curl http://localhost:8000/health

# Test API documentation
open http://localhost:8000/docs

1. Start Both Services

   # Terminal 1 - Frontend
   cd financer && npm run dev
   
   # Terminal 2 - Backend
   cd financer-backend && uvicorn main:app --reload

2. Make Changes

   • Frontend changes auto-reload with Vite HMR
   • Backend changes auto-reload with Uvicorn
   • Database changes reflect in real-time

3. Testing

   # Frontend linting
   npm run lint
   
   # Backend testing
   python test.py

npm run dev          # Start development server
npm run build        # Build for production
npm run preview      # Preview production build
npm run lint         # Run ESLint
npm run lint:fix     # Fix ESLint issues

uvicorn main:app --reload              # Development server
uvicorn main:app --host 0.0.0.0       # Production server
python -m pytest                       # Run tests
python -m pytest --cov                # Run tests with coverage

Create .env file in the financer/ directory:

# Firebase Configuration
VITE_FIREBASE_API_KEY=AIzaSyXXXXXXXXXXXXXXXXXXXXXXXXXX
VITE_FIREBASE_AUTH_DOMAIN=your-project.firebaseapp.com
VITE_FIREBASE_PROJECT_ID=your-project-id
VITE_FIREBASE_STORAGE_BUCKET=your-project.appspot.com
VITE_FIREBASE_MESSAGING_SENDER_ID=123456789012
VITE_FIREBASE_APP_ID=1:123456789012:web:abcdef123456
VITE_FIREBASE_MEASUREMENT_ID=G-XXXXXXXXXX

# API Configuration
VITE_API_BASE_URL=http://localhost:8000
VITE_API_TIMEOUT=30000

# Feature Flags
VITE_ENABLE_ANALYTICS=true
VITE_ENABLE_CHAT=true
VITE_ENABLE_NOTIFICATIONS=true

# Development Settings
VITE_DEBUG_MODE=true
VITE_LOG_LEVEL=info

Create .env file in the financer-backend/ directory:

# Firebase Configuration
FIREBASE_API_KEY=AIzaSyXXXXXXXXXXXXXXXXXXXXXXXXXX
FIREBASE_AUTH_DOMAIN=your-project.firebaseapp.com
FIREBASE_PROJECT_ID=your-project-id
FIREBASE_STORAGE_BUCKET=your-project.appspot.com
FIREBASE_MESSAGING_SENDER_ID=123456789012
FIREBASE_APP_ID=1:123456789012:web:abcdef123456
FIREBASE_MEASUREMENT_ID=G-XXXXXXXXXX

# Firebase Service Account (Single line JSON string)
FIREBASE_CREDENTIALS_JSON={"type":"service_account","project_id":"your-project","private_key_id":"abc123",...}

# Google AI Configuration
GOOGLE_API_KEY=AIzaSyXXXXXXXXXXXXXXXXXXXXXXXXXX

# Database Configuration
DATABASE_URL=postgresql://user:pass@localhost/financer
REDIS_URL=redis://localhost:6379

# Security Settings
JWT_SECRET_KEY=your-super-secret-jwt-key-here
JWT_ALGORITHM=HS256
JWT_EXPIRATION_HOURS=24

# API Rate Limiting
RATE_LIMIT_PER_MINUTE=100
RATE_LIMIT_PER_HOUR=1000

# External APIs
NSE_API_BASE_URL=https://www.nseindia.com
NSE_API_DELAY=1  # Seconds between requests

# Development Settings
DEBUG=true
LOG_LEVEL=INFO
CORS_ORIGINS=["http://localhost:5173","http://localhost:3000"]

1. Go to Firebase Console
2. Click "Add project"
3. Enter project name: financer-app
4. Enable Google Analytics (optional)
5. Create project

1. In Firebase Console, go to Authentication → Sign-in method
2. Enable Email/Password authentication
3. Enable Google authentication (optional)
4. Configure authorized domains

1. Go to Firestore Database
2. Click "Create database"
3. Choose Start in test mode (for development)
4. Select closest region

1. Go to Project Settings → Service Accounts
2. Click "Generate new private key"
3. Download JSON file
4. Convert to single-line string for environment variable

1. Go to Project Settings → General
2. Scroll to "Your apps" section
3. Click "Web" app icon
4. Register app with nickname: financer-web
5. Copy configuration values

1. Visit Google AI Studio
2. Sign in with Google account
3. Create new API key
4. Restrict key to specific APIs (Gemini Pro)

1. Go to Google Cloud Console
2. Enable Generative AI API
3. Configure quotas and billing
4. Set up monitoring and alerts

• Ensure compliance with NSE data usage policies
• Implement proper rate limiting
• Add appropriate disclaimers
• Consider data licensing agreements

# Example rate limiting configuration
NSE_RATE_LIMITS = {
    "requests_per_second": 1,
    "requests_per_minute": 30,
    "requests_per_hour": 1000,
    "max_retries": 3,
    "backoff_factor": 2
}

Development

DEBUG=true
LOG_LEVEL=DEBUG
CORS_ORIGINS=["http://localhost:5173"]

Staging

DEBUG=false
LOG_LEVEL=INFO
CORS_ORIGINS=["https://staging.financer.app"]

Production

DEBUG=false
LOG_LEVEL=WARNING
CORS_ORIGINS=["https://financer.app"]
ENABLE_MONITORING=true
ENABLE_ANALYTICS=true

1. Environment Variables

   • Never commit .env files to version control
   • Use different keys for different environments
   • Rotate keys regularly

2. Firebase Security

   • Configure Firestore security rules
   • Enable App Check for production
   • Monitor authentication anomalies

3. API Security

   • Implement rate limiting
   • Use HTTPS in production
   • Validate all inputs
   • Implement proper error handling

# Check if all required env vars are set
npm run check-env

# Validate Firebase connection
npm run test-firebase

# Validate configuration
python -c "from main import app; print('Configuration valid!')"

# Test external connections
python test.py --check-connections

1. Connect Repository

   # Push your code to GitHub
   git add .
   git commit -m "Ready for deployment"
   git push origin main

2. Vercel Setup

   • Go to Vercel Dashboard
   • Click "New Project"
   • Import your GitHub repository
   • Configure project settings:

     Framework Preset: Vite
     Root Directory: ./financer
     Build Command: npm run build
     Output Directory: dist
     

3. Environment Variables Add all VITE_* variables in Vercel dashboard:

   • Go to Project Settings → Environment Variables
   • Add each variable from your .env file
   • Ensure all environments (Production, Preview, Development) have the required variables

# Build the project
cd financer
npm run build

# Install Vercel CLI
npm i -g vercel

# Deploy
vercel --prod

The backend is configured for Vercel serverless deployment with vercel.json:

{
  "version": 2,
  "builds": [
    {
      "src": "main.py",
      "use": "@vercel/python",
      "config": {
        "maxLambdaSize": "50mb"
      }
    }
  ],
  "routes": [
    {
      "src": "/(.*)",
      "dest": "main.py"
    }
  ],
  "env": {
    "PYTHON_VERSION": "3.9"
  }
}

1. Prepare Backend

   cd financer-backend
   
   # Ensure all dependencies are in requirements.txt
   pip freeze > requirements.txt

2. Deploy to Vercel

   # Deploy backend
   vercel --prod
   
   # Note the deployment URL for frontend configuration

3. Configure Environment Variables

   • Add all backend environment variables in Vercel dashboard
   • Ensure FIREBASE_CREDENTIALS_JSON is properly formatted
   • Test deployment with health check endpoint

# Build stage
FROM node:18-alpine as build
WORKDIR /app
COPY package*.json ./
RUN npm ci --only=production
COPY . .
RUN npm run build

# Production stage
FROM nginx:alpine
COPY --from=build /app/dist /usr/share/nginx/html
COPY nginx.conf /etc/nginx/nginx.conf
EXPOSE 80
CMD ["nginx", "-g", "daemon off;"]

FROM python:3.9-slim

WORKDIR /app

COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt

COPY . .

EXPOSE 8000

CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"]

version: '3.8'

services:
  frontend:
    build: ./financer
    ports:
      - "3000:80"
    environment:
      - VITE_API_BASE_URL=http://localhost:8000
    depends_on:
      - backend

  backend:
    build: ./financer-backend
    ports:
      - "8000:8000"
    environment:
      - FIREBASE_API_KEY=${FIREBASE_API_KEY}
      - GOOGLE_API_KEY=${GOOGLE_API_KEY}
    volumes:
      - ./financer-backend/.env:/app/.env

  redis:
    image: redis:alpine
    ports:
      - "6379:6379"

1. Frontend (S3 + CloudFront)

   # Build and deploy to S3
   npm run build
   aws s3 sync dist/ s3://your-bucket-name --delete
   aws cloudfront create-invalidation --distribution-id YOUR_ID --paths "/*"

2. Backend (AWS Lambda)

   # Using Serverless Framework
   npm install -g serverless
   serverless create --template aws-python3 --path financer-api
   # Configure serverless.yml and deploy
   serverless deploy

1. Frontend (Firebase Hosting)

   npm install -g firebase-tools
   firebase login
   firebase init hosting
   firebase deploy

2. Backend (Cloud Run)

   # Build and push container
   gcloud builds submit --tag gcr.io/PROJECT_ID/financer-api
   gcloud run deploy --image gcr.io/PROJECT_ID/financer-api --platform managed

# Create Heroku apps
heroku create financer-frontend
heroku create financer-backend

# Deploy backend
cd financer-backend
git subtree push --prefix=financer-backend heroku main

# Deploy frontend (using buildpack)
cd financer
heroku buildpacks:set mars/create-react-app
git subtree push --prefix=financer heroku main

// Frontend monitoring
import { analytics } from './firebase-config';
import { logEvent } from 'firebase/analytics';

// Track user actions
logEvent(analytics, 'page_view', {
  page_title: 'Dashboard',
  page_location: window.location.href
});

# Add monitoring endpoints
@app.get("/health")
async def health_check():
    return {
        "status": "healthy",
        "timestamp": datetime.utcnow(),
        "version": "1.0.0"
    }

@app.get("/metrics")
async def metrics():
    return {
        "requests_total": request_counter,
        "response_time_avg": avg_response_time,
        "active_users": active_user_count
    }

1. Custom Domain

   • Purchase domain from registrar
   • Configure DNS records to point to deployment
   • Set up SSL certificates (usually automatic)

2. Subdomain Structure

   https://financer.app              # Frontend
   https://api.financer.app          # Backend API
   https://admin.financer.app        # Admin panel (future)
   

1. CDN Configuration

   • Enable global CDN for static assets
   • Configure caching headers
   • Optimize image delivery

2. Database Optimization

   • Set up database indexes
   • Configure connection pooling
   • Enable query caching

1. HTTPS Enforcement

   // Redirect HTTP to HTTPS
   if (location.protocol !== 'https:' && location.hostname !== 'localhost') {
     location.replace(`https:${location.href.substring(location.protocol.length)}`);
   }

2. Security Headers

   # Add security headers
   @app.middleware("http")
   async def add_security_headers(request: Request, call_next):
       response = await call_next(request)
       response.headers["X-Content-Type-Options"] = "nosniff"
       response.headers["X-Frame-Options"] = "DENY"
       response.headers["X-XSS-Protection"] = "1; mode=block"
       return response

• All environment variables configured
• Database migrations completed
• Security configurations in place
• Performance optimizations applied
• Error tracking configured
• Monitoring dashboards set up

• Health checks passing
• All features working correctly
• Performance metrics within targets
• Security scans completed
• Backup systems operational
• Monitoring alerts configured

We welcome contributions from the community! Here's how you can help make Financer even better.

• 🐛 Bug Reports: Help us identify and fix issues
• ✨ Feature Requests: Suggest new features and improvements
• 📝 Documentation: Improve documentation and guides
• 🔧 Code Contributions: Submit pull requests with fixes and features
• 🎨 UI/UX Improvements: Enhance user experience and design
• 🧪 Testing: Write tests and improve test coverage
• 🌍 Localization: Help translate the app to other languages

# Fork the repository on GitHub
# Then clone your fork
git clone https://github.com/YOUR_USERNAME/Google-Solutions.git
cd Google-Solutions

# Add upstream remote
git remote add upstream https://github.com/Anish-2005/Google-Solutions.git

# Create and checkout feature branch
git checkout -b feature/your-feature-name

# Or for bug fixes
git checkout -b bugfix/issue-description

# Install dependencies for both frontend and backend
cd financer && npm install
cd ../financer-backend && pip install -r requirements.txt

# Copy environment files
cp .env.example .env  # Configure with your keys

Frontend (React/JavaScript)

# Use ESLint and Prettier
npm run lint          # Check for linting errors
npm run lint:fix      # Auto-fix linting issues
npm run format        # Format code with Prettier

Backend (Python)

# Use Black and Flake8
black .               # Format Python code
flake8 .             # Check for style issues
mypy .               # Type checking

We follow Conventional Commits:

# Format: <type>[optional scope]: <description>

# Examples:
feat: add expense categorization feature
fix: resolve authentication timeout issue
docs: update API documentation
style: format code with prettier
refactor: optimize stock data fetching
test: add unit tests for portfolio calculations
chore: update dependencies

Commit Types:

• feat: New features
• fix: Bug fixes
• docs: Documentation changes
• style: Code formatting (no functional changes)
• refactor: Code refactoring
• test: Adding or updating tests
• chore: Maintenance tasks

1. Before Submitting

   • Code follows project style guidelines
   • All tests pass locally
   • Documentation updated if needed
   • No console errors or warnings
   • Performance impact considered

2. PR Title Format

   [Type] Brief description of changes
   
   Examples:
   [Feature] Add dark mode support
   [Fix] Resolve stock price update bug
   [Docs] Update deployment guide
   

3. PR Description Template

   ## Description
   Brief description of what this PR does.
   
   ## Type of Change
   - [ ] Bug fix (non-breaking change which fixes an issue)
   - [ ] New feature (non-breaking change which adds functionality)
   - [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
   - [ ] Documentation update
   
   ## Testing
   - [ ] Unit tests pass
   - [ ] Integration tests pass
   - [ ] Manual testing completed
   
   ## Screenshots (if applicable)
   Add screenshots to help explain your changes.
   
   ## Checklist
   - [ ] My code follows the style guidelines
   - [ ] I have performed a self-review
   - [ ] I have commented my code where necessary
   - [ ] I have updated the documentation
   - [ ] My changes generate no new warnings

# Run all tests
npm test

# Run tests with coverage
npm run test:coverage

# Run tests in watch mode
npm run test:watch

Testing Standards:

• Write unit tests for utility functions
• Add integration tests for components
• Test user interactions and flows
• Maintain >80% code coverage

# Run tests
python -m pytest

# Run with coverage
python -m pytest --cov=.

# Run specific test file
python -m pytest tests/test_auth.py

Testing Standards:

• Test all API endpoints
• Mock external services
• Test error scenarios
• Validate input/output schemas

Use the bug report template:

**Bug Description**
A clear description of what the bug is.

**Steps to Reproduce**
1. Go to '...'
2. Click on '....'
3. Scroll down to '....'
4. See error

**Expected Behavior**
What you expected to happen.

**Screenshots**
Add screenshots if applicable.

**Environment:**
- OS: [e.g. Windows 10]
- Browser: [e.g. Chrome 91]
- Version: [e.g. 1.0.0]

**Additional Context**
Any other context about the problem.

Use the feature request template:

**Feature Description**
A clear description of what you want to happen.

**Problem Statement**
What problem does this solve?

**Proposed Solution**
Describe your proposed solution.

**Alternatives Considered**
Other solutions you've considered.

**Additional Context**
Screenshots, mockups, or other context.

• Comment on issues you'd like to work on
• Wait for assignment before starting work
• Ask questions if requirements are unclear

# Keep your fork updated
git fetch upstream
git checkout main
git merge upstream/main

# Create feature branch
git checkout -b feature/awesome-feature

# Make your changes
# ... code, test, commit ...

# Push to your fork
git push origin feature/awesome-feature

# Create Pull Request on GitHub

• All PRs require at least one review
• Address review feedback promptly
• Maintain discussion in PR comments
• Update documentation if needed

• Mobile responsiveness improvements
• Performance optimizations
• Accessibility enhancements
• Test coverage improvements
• Error handling and user feedback

• Additional chart types for data visualization
• More stock analysis indicators
• Portfolio optimization algorithms
• Internationalization (i18n)
• Dark mode implementation

• Mobile app development
• Advanced AI features
• Social trading features
• Integration with more data sources
• Advanced portfolio analytics

• Be respectful and inclusive
• Help others learn and grow
• Provide constructive feedback
• Focus on what's best for the community
• Show empathy towards other contributors

• GitHub Issues: Bug reports, feature requests
• GitHub Discussions: General questions, ideas
• Pull Requests: Code reviews, technical discussions

All contributors will be recognized in:

• README.md contributors section
• Project documentation
• Release notes for significant contributions
• Special badges for regular contributors

• 🥇 Gold Contributors: Major features or significant improvements
• 🥈 Silver Contributors: Multiple quality contributions
• 🥉 Bronze Contributors: First-time or smaller contributions
• 🐛 Bug Hunters: Excellent bug reports and fixes
• 📝 Documentation Heroes: Significant documentation improvements

• React Documentation
• FastAPI Documentation
• Firebase Documentation
• Git Best Practices

• VS Code with recommended extensions
• Postman for API testing
• React DevTools
• Firebase Emulator Suite

Thank you for contributing to Financer! Together, we're building the future of personal finance management. 🚀

This project is licensed under the MIT License - see the LICENSE file for details.

The MIT License is a permissive license that allows you to:

✅ Use - Use the software for any purpose
✅ Modify - Make changes to the source code
✅ Distribute - Share the original or modified software
✅ Private Use - Use the software privately
✅ Commercial Use - Use the software for commercial purposes

Requirements:

• Include the original license and copyright notice

Limitations:

• No warranty or liability from the authors

Anish

• 📧 Email: contact@anish.dev
• 🐙 GitHub: @Anish-2005
• 💼 LinkedIn: Anish Kumar
• 🌐 Portfolio: anish.dev

Made with contrib.rocks.

• 🥇 Major Contributors: (Contributors with 10+ commits)
• 🥈 Active Contributors: (Contributors with 5+ commits)
• 🥉 Community Contributors: (First-time contributors)
• 🐛 Bug Hunters: (Excellent bug reports and fixes)
• 📝 Documentation Heroes: (Significant documentation improvements)

This project was inspired by the need for accessible, intelligent financial tools. Special thanks to:

• Firebase Team for robust authentication and database services
• Google AI Team for powerful Gemini AI capabilities
• FastAPI Community for excellent documentation and support
• React Team for continuous innovation in frontend development
• Open Source Community for countless libraries and tools

• Vercel - Hosting and deployment platform
• Firebase - Backend-as-a-Service
• Google Cloud - AI and cloud services
• NSE - Stock market data provider

• MDN Web Docs - Web development reference
• React Documentation - React learning resources
• Python.org - Python programming resources
• FastAPI Documentation - API development guide

• Heroicons - Beautiful SVG icons
• Unsplash - High-quality stock photos
• Pexels - Free stock images
• Google Fonts - Web typography

• Jest - JavaScript testing framework
• PyTest - Python testing framework
• ESLint - JavaScript linting
• Prettier - Code formatting

• Personal Finance APIs - Similar projects on GitHub
• Stock Market Tools - Stock analysis tools
• React Financial Apps - React-based finance applications
• AI Finance Tools - AI-powered financial applications

1. 📖 Documentation: Check the comprehensive docs in this README
2. 🐛 Issues: Report bugs or request features via GitHub Issues
3. 💡 Discussions: Join community discussions for questions and ideas
4. 📧 Direct Contact: Reach out to the maintainer for urgent matters

• Be respectful and constructive in all interactions
• Help others learn and grow in the community
• Share knowledge and best practices
• Follow the code of conduct in all communications

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