awesome-llm-apps/ai_agent_tutorials/ai_investment_agent

📈 AI Investment Agent

This Streamlit app is an AI-powered investment agent that compares the performance of two stocks and generates detailed reports. By using GPT-4o with Yahoo Finance data, this app provides valuable insights to help you make informed investment decisions.

Features

• Compare the performance of two stocks
• Retrieve comprehensive company information
• Get the latest company news and analyst recommendations
• Get the latest company news and analyst recommendations

How to get Started?

1. Clone the GitHub repository

git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git

2. Install the required dependencies:

pip install -r requirements.txt

3. Get your OpenAI API Key

• Sign up for an OpenAI account (or the LLM provider of your choice) and obtain your API key.

4. Run the Streamlit App

streamlit run investment_agent.py

How it Works?

• Upon running the app, you will be prompted to enter your OpenAI API key. This key is used to authenticate and access the OpenAI language model.
• Once you provide a valid API key, an instance of the Assistant class is created. This assistant utilizes the GPT-4 language model from OpenAI and the YFinanceTools for accessing stock data.
• Enter the stock symbols of the two companies you want to compare in the provided text input fields.
• The assistant will perform the following steps:
  • Retrieve real-time stock prices and historical data using YFinanceTools
  • Fetch the latest company news and analyst recommendations
  • Gather comprehensive company information
  • Generate a detailed comparison report using the GPT-4 language model
• The generated report will be displayed in the app, providing you with valuable insights and analysis to guide your investment decisions.