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This project automates the analysis of stock prices and market news using artificial intelligence agents such as OpenAI and CrewAI.

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Guilherme006/AIAgent

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About the Project

This project automates the analysis of stock prices and market news using artificial intelligence agents. It combines tools like Yahoo Finance, DuckDuckGo, and language models from OpenAI and CrewAI to create detailed reports on stock price trends and market sentiment.

aiagent-image

Features

  • Yahoo Finance Tool: Retrieves historical stock price data from up to a year ago.
  • Stock Price Analyst Agent: Analyzes stock price trends and predicts whether the price is rising, falling or sideways.
  • News Analyst Agent: Conducts stock-related news research and assesses market sentiment, assigning a "Fear/Greed" score from 0 to 100.
  • Stock Analyst Writer Agent: Generates a three-paragraph newsletter that summarizes price analysis and news, including an executive summary and future trend forecasts.

Built with

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Getting Started

To get a working local copy, follow these simple steps.

Requirements

  • Visual Studio Code
  • Windows 10+ or ​​Linux/MacOS with python installed

Installation

  1. Clone the repository:

    git clone https://github.com/Guilherme006/AIAgent.git
  2. Install dependencies from the requirements.txt file

  3. You will need an openai platform key

  4. Run the API and enjoy your testing

About

This project automates the analysis of stock prices and market news using artificial intelligence agents such as OpenAI and CrewAI.

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