Finance/Stock Assistant using GPT 3.5

The Stock Price AI Bot is a sophisticated web application designed to provide interactive financial analysis and insights. Utilizing cutting-edge technologies like Streamlit for web interface development, yfinance for fetching real-time financial data, and LangChain integrated with OpenAI’s GPT-3.5 model for intelligent conversational AI, this project stands at the intersection of finance, data science, and AI. The application offers a user-friendly interface for tracking stock prices, visualizing market trends, and gaining AI-driven insights into various financial instruments.

Tools used in Demo: OpenAI, Streamlit, LangChain Agents

Overview:

The Stock Price AI Bot is a sophisticated web application designed to provide interactive financial analysis and insights. Utilizing cutting-edge technologies like Streamlit for web interface development, yfinance for fetching real-time financial data, and LangChain integrated with OpenAI’s GPT-3.5 model for intelligent conversational AI, this project stands at the intersection of finance, data science, and AI. The application offers a user-friendly interface for tracking stock prices, visualizing market trends, and gaining AI-driven insights into various financial instruments.

Key Features:

  1. Real-time Financial Data: Leverages yfinance to fetch live stock market data, enabling users to monitor and analyze the latest market trends.
  2. Interactive Data Visualizations: Offers dynamic line and area charts for visual representation of stock price movements and financial metrics, enhancing user understanding of market dynamics.
  3. Advanced AI Chatbot: Integrates a custom-built LangChain agent powered by OpenAI’s GPT-3.5 model, capable of understanding and responding to complex financial queries, providing insights, and assisting in data interpretation.
  4. User Authentication System: Implements a secure login and registration system using SQLite, allowing users to create accounts, log in, and access personalized features.
  5. Responsive Web Interface: Built with Streamlit, the application boasts a clean, responsive, and intuitive interface, ensuring a seamless user experience across various devices.
  6. Customizable Analysis Tools: Users can select different stocks, time frames, and analysis metrics to tailor the financial data and insights to their specific needs.

Future Enhancements:

  • Enhanced AI Capabilities: Future versions could include more sophisticated natural language processing features for deeper financial analysis.
  • Expanded Financial Metrics: Adding more diverse financial indicators and metrics for comprehensive market analysis.
  • Improved Security Features: Implementing advanced security measures such as two-factor authentication for user accounts

Conclusion:

The Stock Price AI Bot exemplifies the innovative application of AI and data science in the financial domain, offering users a unique tool for stock market analysis and learning. This project not only demonstrates technical proficiency in handling complex data and AI integrations but also emphasizes user-centric design and practical utility in the financial sector.

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