Update README.md

README.md

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 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
-
-# Deploying a Streamlit App on AWS EC2
-
-This guide will walk you through the steps to deploy your Streamlit application on an AWS EC2 instance.
-
-## Prerequisites
-
-1. A Streamlit app designed and tested locally with the following structure:
-    - `requirements.txt`
-    - `app.py`
-2. An AWS account.
-
-## Steps to Deploy
-
-### 1. Launch an EC2 Instance
-
-1. Log in to your AWS account.
-2. Navigate to the EC2 Dashboard.
-3. Click on "Launch Instance."
-4. Name your instance `streamlit-test`.
-5. Choose an Amazon Machine Image (AMI). You can use the default Amazon Linux 2 AMI.
-6. Select an instance type (e.g., t2.micro for free tier eligibility).
-7. Configure the instance details as required.
-8. Add storage if necessary.
-9. Add tags if desired.
-10. Configure the security group:
-    - Click on "Add Rule."
-    - Set the "Type" to "Custom TCP."
-    - Set the "Port Range" to `8501` (Streamlit's default port).
-    - Set "Source" to `Anywhere` to allow access from any IP (or restrict to your IP for security).
-    - Click "Save rules."
-
-### 2. Create and Download the Key Pair
-
-1. When prompted, create a new key pair.
-2. Name the key pair `streamlit-test-key`.
-3. Download the `.pem` file and save it in a directory of your choice.
-
-### 3. Connect to the EC2 Instance
-
-1. In the EC2 Dashboard, go to "Instances."
-2. Click on the `Instance ID` of your newly created instance.
-3. Click on "Connect."
-4. Follow the instructions to connect using SSH. The command should look like this:
-
-    ```sh
-    ssh -i "streamlit-test-key.pem" ec2-user@<your-ec2-public-dns>
-    ```
-
-    Replace `<your-ec2-public-dns>` with your instance's public DNS.
-
-### 4. Copy Local Files to the EC2 Instance
-
-1. Open another terminal window.
-2. Navigate to the directory containing your `.pem` key file and Streamlit app.
-3. Use `scp` to copy your local files to the EC2 instance:
-
-    ```sh
-    scp -i "streamlit-test-key.pem" -r ./meta-llama3-full-stack/* ec2-user@<your-ec2-public-dns>:/home/ec2-user/
-    ```
-
-    Replace `<your-ec2-public-dns>` with your instance's public DNS.
-
-### 5. Set Up the EC2 Environment
-
-1. Once connected to the EC2 instance via SSH, create a virtual environment:
-
-    ```sh
-    python3 -m venv venv
-    source venv/bin/activate
-    ```
-
-2. Navigate to the project directory and install the required packages:
-
-    ```sh
-    cd /home/ec2-user/meta-llama3-full-stack
-    pip install -r requirements.txt
-    ```
-
-### 6. Run the Streamlit App
-
-1. For a temporary run, simply execute:
-
-    ```sh
-    streamlit run app.py
-    ```
-
-2. For a persistent run, use `nohup`:
-
-    ```sh
-    nohup streamlit run app.py &
-    ```
-
-### 7. Access the Streamlit App
-
-1. Open your web browser and navigate to:
-
-    ```sh
-    http://<your-ec2-public-dns>:8501
-    ```
-
-    Replace `<your-ec2-public-dns>` with your instance's public DNS.
-
-### Code Reference
-
-The code for the Streamlit app can be found here: [Meta Llama 3 Full Stack](https://huggingface.co/spaces/eagle0504/meta-llama3-full-stack)
-
-### Notes
-
-- Ensure that your security group rules are correctly configured to allow inbound traffic on port 8501.
-- Keep your `.pem` file secure and do not share it.
-
-Following these steps will help you successfully deploy your Streamlit app on an AWS EC2 instance.