https://github.com/guilherme006/aiagent

This project automates the analysis of stock prices and market news using artificial intelligence agents such as OpenAI and CrewAI.
https://github.com/guilherme006/aiagent

crewai duckduckgo langchain openai-api python streamlit yfinance

Last synced: about 1 month ago
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This project automates the analysis of stock prices and market news using artificial intelligence agents such as OpenAI and CrewAI.

• Host: GitHub
• URL: https://github.com/guilherme006/aiagent
• Owner: Guilherme006
• Created: 2024-08-20T23:31:44.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-08-21T13:00:16.000Z (3 months ago)
• Last Synced: 2024-10-10T09:22:25.536Z (about 1 month ago)
• Topics: crewai, duckduckgo, langchain, openai-api, python, streamlit, yfinance
• Language: Python
• Homepage:
• Size: 131 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
## 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

![badge-python]

![badge-openai-api]

![badge-windows]

![badge-streamlit]

## 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:

    ```sh

    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 

[aiagent-image]: /images/aiagent.jpeg

[badge-openai-api]: https://img.shields.io/badge/OpenAI-412991?logo=openai&logoColor=fff&style=for-the-badge

[badge-windows]: https://img.shields.io/badge/Windows-0078D4?logo=windows&logoColor=fff&style=for-the-badge

[badge-python]: https://img.shields.io/badge/Python-3776AB?logo=python&logoColor=fff&style=for-the-badge

[badge-streamlit]: https://img.shields.io/badge/Streamlit-FF4B4B?logo=streamlit&logoColor=fff&style=for-the-badge