documentation

To clone the repository, use the following command:

git clone https://github.com/your-repo-url.git
cd your-repo-directory

Create a virtual environment:
python -m venv env

Activate the virtual environment:
.\env\Scripts\activate

Install the required dependencies:
pip install -r requirements.txt

Configure the Database and Environment Variables
DATABASE_URL=postgresql+asyncpg://user:password@localhost/dbname
AWS_ACCESS_KEY_ID=your_aws_access_key
AWS_SECRET_ACCESS_KEY=your_aws_secret_key
LLAMA3_MODEL_PATH=/path/to/llama3/model

 Run the Application Locally
uvicorn main:app --reload

Deploy the Application on AWS:
Launch an EC2 instance
ssh -i "your-key-pair.pem" ubuntu@ec2-your-instance-public-ip.compute-1.amazonaws.com

Connect to the EC2 instance
sudo apt update
sudo apt install python3-pip python3-venv

Clone your repository on the EC2 instance
git clone https://github.com/your-repo-url.git
cd your-repo-directory

Set up the virtual environment and install dependencies:
python3 -m venv env
source env/bin/activate
pip install -r requirements.txt

Run the FastAPI application
uvicorn main:app --host 0.0.0.0 --port 8000
Install Nginx:
sudo apt install nginx

Set up HTTPS:
sudo apt install certbot python3-certbot-nginx
sudo certbot --nginx

Implement authentication for the API:
Use OAuth2 or JWT to secure your API endpoints.