Advanced Stock Analysis • Real-time Market Insights • Algorithmic Trading Strategies
- 🎯 Overview
- ✨ Key Features
- 🏗️ Architecture
- 🖼️ Screenshots
- ⚡ Quick Start
- 🔧 Installation
- 🚀 Usage
- 🛠️ Configuration
- 📊 API Integration
- 🤝 Contributing
⚠️ Disclaimer- 📄 License
AlgoStockGPT AI is a cutting-edge financial intelligence platform that leverages the power of artificial intelligence to provide comprehensive stock analysis, real-time market insights, and algorithmic trading strategies. Built with modern web technologies and powered by OpenAI's GPT models, it offers an intuitive interface for both novice and experienced investors.
Your personal AI financial analyst, providing institutional-grade stock analysis and market intelligence through a seamless, conversational interface.
|
|
|
|
graph TB
A[User Interface] --> B[Next.js Frontend]
B --> C[API Routes]
C --> D[OpenAI GPT-4]
C --> E[Financial Data APIs]
C --> F[Database Layer]
D --> G[AI Analysis Engine]
E --> H[Real-time Market Data]
F --> I[User Preferences & History]
G --> J[Investment Insights]
H --> K[Live Stock Prices]
I --> L[Personalized Experience]
style A fill:#e1f5fe
style D fill:#f3e5f5
style E fill:#e8f5e8
style F fill:#fff3e0
| Layer | Technology | Purpose |
|---|---|---|
| Frontend | Next.js 15, React, TypeScript | Modern web application framework |
| Styling | Tailwind CSS, Shadcn/UI | Responsive and beautiful UI components |
| AI Engine | OpenAI GPT-4, AI SDK | Natural language processing and analysis |
| Data Sources | Financial Datasets API | Real-time market data and indicators |
| Database | PostgreSQL, Drizzle ORM | User data and chat history storage |
| Authentication | NextAuth.js | Secure user authentication |
| Deployment | Vercel | Cloud hosting and deployment |
The elegant landing page showcases the platform's core value proposition with:
- Clean, modern design with gradient backgrounds
- Suggested action cards for quick access to common queries
- Intuitive navigation with dark mode support
- Professional branding with the AlgoStockGPT AI logo
The conversational AI interface provides:
- Natural language processing for complex financial queries
- Structured responses with numbered lists and clear explanations
- Economic indicators breakdown including GDP, unemployment, and inflation data
- Sector analysis covering technology, healthcare, and financial services
- Interactive elements with voting and feedback options
Professional trading interface featuring:
- Real-time candlestick charts with technical indicators
- Multi-timeframe analysis (1S, 1M, 5M, 15M, 1H, 4H, 1D, 1W)
- Advanced charting tools with support/resistance levels
- Volume analysis and price action patterns
- Algorithmic trading signals with buy/sell indicators
- Professional trading platform integration (TradingView style)
Smart suggestion system with:
- Pre-configured queries for instant market insights
- Color-coded categories for different types of analysis
- Quick access buttons for popular stocks (Microsoft, Google, Amazon)
- Dividend analysis tools for income-focused investors
- Market update notifications and news integration
Comprehensive privacy management:
- Session privacy controls (Private/Public chat options)
- Data access permissions with clear explanations
- User preference settings for personalized experience
- Secure authentication with session management
Intelligent error handling system:
- Graceful API failures with user-friendly messages
- Alternative data sources suggested when primary APIs fail
- Clear explanations of limitations and workarounds
- Helpful suggestions for accessing financial data from other platforms
- Transparent communication about API key requirements
Secure API key management interface:
- Clean, professional modal design for API key configuration
- Multiple API key support (OpenAI and Financial Datasets)
- Secure password fields with show/hide toggle functionality
- Direct links to API key generation platforms
- Save functionality with local storage security
- User-friendly setup process with clear instructions
Advanced stock price visualization:
- Real-time price updates with current market values
- Interactive price charts with clean line graphs
- Key metrics display including price changes and percentages
- Market cap information and trading details
- Professional financial data presentation
- Responsive chart design with hover interactions
Comprehensive investment analysis tools:
- Technical indicators guidance for chart reading
- Time frame analysis recommendations
- Market sentiment evaluation tools
- Risk management strategies with stop-loss guidance
- Financial analysis framework for company evaluation
- Interactive suggestions for market sentiment analysis
- Professional trading methodology education
Professional-grade charting capabilities:
- Clean, minimalist chart design for better readability
- Historical price tracking with trend analysis
- Interactive data points for detailed information
- Screenshot integration showing external trading platforms
- Follow-up query suggestions for deeper analysis
- Seamless user experience with intuitive navigation
Comprehensive market news analysis:
- Real-time news aggregation from multiple sources
- Visual news cards with company logos and headlines
- Structured news summaries with key points extraction
- Industry impact analysis for tech sector developments
- Regulatory news tracking (privacy rights, investigations)
- Market sentiment indicators based on news content
In-depth market intelligence features:
- Comprehensive news breakdown with numbered insights
- Industry trend analysis covering AI, cloud technologies
- Regulatory impact assessment on tech companies
- Market significance explanations for each news item
- Professional news categorization by relevance and impact
- Actionable intelligence for investment decisions
Advanced AI model management:
- Multiple GPT model options (GPT-4.1 nano, GPT-4.1 mini, GPT-4, GPT-4o)
- Model-specific descriptions and capabilities
- Performance optimization for different query types
- Cost-effective model selection based on complexity
- Seamless model switching without losing context
- Professional model comparison interface
- Node.js 18+
- npm or pnpm
- OpenAI API Key
- Financial Datasets API Key (optional)
# Clone the repository
git clone https://github.com/yourusername/algostockgpt-ai.git
cd algostockgpt-ai
# Install dependencies
npm install
# Set up environment variables
cp .env.example .env.local
# Start development server
npm run dev🌐 Open http://localhost:3000 to see your application running!
Create a .env.local file in the root directory:
# OpenAI Configuration
OPENAI_API_KEY=your_openai_api_key_here
# Financial Data API (Optional)
FINANCIAL_DATASETS_API_KEY=your_financial_api_key_here
# Database Configuration (Optional)
POSTGRES_URL=your_postgres_connection_string
# Authentication (Optional)
NEXTAUTH_SECRET=your_nextauth_secret
NEXTAUTH_URL=http://localhost:3000- OpenAI API Key: Get your key from OpenAI Platform
- Financial Datasets API: Sign up at Financial Datasets
# Generate database schema
npm run db:generate
# Run migrations
npm run db:migrate
# View database (optional)
npm run db:studioAsk natural language questions about stocks and markets:
"What's Microsoft's stock price right now?"
"Give me the latest headlines about Google"
"How much has Amazon gained or lost in the past 6 months?"
"List 5 companies with a P/E ratio below 15 and dividend yield above 3%"
Get detailed financial insights:
"Analyze the technology sector performance this quarter"
"Compare Apple and Microsoft's financial metrics"
"What are the key economic indicators for the US economy?"
"Provide a risk assessment for my portfolio"
Stay updated with real-time information:
"Latest market news and sentiment analysis"
"Economic calendar for this week"
"Sector rotation trends and opportunities"
"Dividend aristocrats with consistent growth"
The application provides a secure interface for managing API keys:
- Click the Settings icon in the sidebar
- Select "Configure API keys"
- Enter your OpenAI and Financial Datasets API keys
- Keys are stored securely in your browser's local storage
- Dark Mode: Professional dark theme for extended usage
- Light Mode: Clean light theme for presentations
- Auto Theme: Follows system preferences
- Private Chats: Your conversations remain confidential
- Public Chats: Share insights with the community
- Data Retention: Control how long your data is stored
| Provider | Data Type | Update Frequency |
|---|---|---|
| Financial Datasets | Stock prices, fundamentals | Real-time |
| OpenAI | AI analysis, insights | On-demand |
| Economic APIs | GDP, inflation, employment | Daily/Monthly |
| News APIs | Market news, sentiment | Real-time |
- OpenAI API: Varies by plan (see OpenAI documentation)
- Financial Datasets: Check your plan limits
- Application: No internal rate limits
We welcome contributions! Here's how you can help:
# Fork the repository
git clone https://github.com/yourusername/algostockgpt-ai.git
# Create a feature branch
git checkout -b feature/amazing-feature
# Make your changes and commit
git commit -m "Add amazing feature"
# Push to your branch
git push origin feature/amazing-feature
# Open a Pull Request- Follow TypeScript best practices
- Add tests for new features
- Update documentation
- Ensure responsive design
- Follow the existing code style
🚨 IMPORTANT: Educational Use Only
This project is designed for educational and research purposes only.
- ❌ Not for live trading or real investment decisions
- ❌ No financial advice provided
- ❌ No warranties or guarantees on accuracy
- ❌ Past performance does not indicate future results
- ❌ Creator assumes no liability for financial losses
- ✅ Learning about financial markets and AI
- ✅ Research and analysis practice
- ✅ Educational projects and demonstrations
- ✅ Portfolio simulation and backtesting
Always consult with qualified financial advisors before making investment decisions. This tool should supplement, not replace, professional financial guidance.
This project is licensed under the MIT License - see the LICENSE file for details.
Made with ❤️ by developers, for developers