Part of the Google I/O Extended Hackathon: Web, Mobile, and AI Focus
As a financial planner/investor, I'd like to assess how location (geography/geospatial info) affects financial decision-making. This project tries to find if any connection between security performance and local economic behavior/news. The inspiration is the Gamestop (short) story of 2021 ("Gaming Wall Street" - hbo max original series ; "The Lesson Of GameStop: Investing Is Not A Game" – Forbes Advisor).
To set up and run the AIFinanceProject App on your local machine, follow the steps below:
- Python 3.10
- Clone the repository to your local machine and Change Directory:
git clone https://github.com/wilberh/AIFinanceProject.git
cd AIFinanceProject
- Create Virtual Env and Install Requirements:
python -m venv env
env\Scripts\activate # On Windows
source env/bin/activate # On macOS/Linux
pip install -r requirements.txt
-
Set up the database:
Run the following command(s) to apply the necessary migrations:
python manage.py migrate -
Create a superuser for admin access:
python manage.py createsuperuser -
Run the development server:
Start the development server with the following command:
python manage.py runserver -
Access the UI for the Django-Rest Framework API:
Go to
http://127.0.0.1:8000/api/aifinancein your web browser and use any of following payloads to,- get stock price or
- trend by country
| API endpoint (POST) | Task | Payload |
|---|---|---|
| /api/aifinance | quote | {"task": "quote", "ticker": "AAPL" [OPTIONAL: ,"strt_dt": "2023-06-29", "end_dt": "2023-07-28"]} |
| /api/aifinance | trend | {"task": "trend", "company": "Apple", "country": "us" [OPTIONAL: ,"strt_dt", "2023-06-29", "end_dt": "2023-07-28"]} |
-
Other Python Packages and APIs:
This project leverages this Python package and external API,
- Yahoo Finance API using yfinance package
- NewsAPI (FREE-TIER, only the last 30 days of data)
Have a bug or a feature request? Please open an issue.
This project is MIT licensed.
For feedback or any inquiries, feel free to contact and connect with me on LinkedIn: LinkedIn