WeatherNow

A dynamic AI-powered platform that leverages OpenAI's GPT model and the Korea Meteorological Administration (KMA) API to provide not only real-time weather data but also versatile responses based on user queries. The platform offers both a chatbot interface for direct user interaction and API services for weather data retrieval. Users can query weather conditions, and the system will fetch the latest data from the KMA API and provide real-time, context-aware responses.

Duration

24.09.05 - 24.09.10

TechStack

• Front-End

  • Language
    • HTML5
      • 
    • CSS3
      • 

• Back-End

  • Language

    • Python
      • 

  • Framework

    • Django
      • 

  • Database & Caching

    • Redis
      • 

• APIs

  • Language Model

    • OpenAI
      • 

  • Weather Data

    • KMA
      • 

Setup

To set up and run the project, follow these steps:

1. Clone the project repository:

   git clone https://github.com/kimwoolina/llm_pjt.git

2. Navigate to the project directory:

   cd /Users/YourPC/Your_Cloned_Folder/llm_pjt/

3. Install the required dependencies:

   pip install -r requirements.txt

4. Create and configure the config.py file:

   Create a file named config.py in the project root directory and add the following content:

   # config.py
   
   DJANGO_SECRET_KEY = "your_django_secret_key_here"
   
   OPENAI_API_KEY = "your_openai_api_key_here"
   
   # Weather API
   SERVICE_KEY = "your_weather_api_key_here"

5. Configure the Django settings:

   Update the settings.py file in your Django project to include the configuration from config.py:

   from . import config
   
   SECRET_KEY = config.DJANGO_SECRET_KEY
   OPEN_API_KEY = config.OPENAI_API_KEY
   SERVICE_KEY = config.SERVICE_KEY

6. Apply database migrations:

   python manage.py makemigrations
   python manage.py migrate

7. Run the development server:

   python manage.py runserver

8. Open your browser and visit:

   http://127.0.0.1:8000/

API Documentation

Name	Endpoint	Method	Description
Weather Query	/chatgpt/weather-chat/	GET	Retrieves real-time weather data from the Weather API, enhanced by an LLM
Location Data	/myapp/location-data/	GET	Retrieves location data from an Excel file.

UI Screenshots

http://127.0.0.1:8000/index/

Contacts

For any issues or inquiries, please contact kimwoolina@gmail.com