Update README.md

README.md

@@ -3,7 +3,10 @@
 ###  Installation Instructions
 
 - Create a [virtual environment](https://docs.python.org/3/library/venv.html)
-- Install the python Dependencies with `pip install -r requirements.txt`
+- Install the Python dependencies with
+     ```sh
+     pip install -r requirements.txt
+    ```
 - Copy the .env.example file as .env
     ```sh
     cp .env.example .env
@@ -12,17 +15,17 @@
 
 
 ### Run Locally
-To run the service locally, use the following command:
+- To run the service locally, use the following command:
     ```sh
     uvicorn server:app --reload
     ```
 
-### Run with Docker
-To run the service using Docker, use the following command:
-    ```sh
-    sudo docker-compose up -d --build   
-    ```
 
+### Run with Docker
+- To run the service using Docker, use the following command:
+     ```sh
+       sudo docker-compose up -d --build
+     ```
 ### Run Docker Compose for Production Build
-Ensure that you have [Docker]((https://docs.docker.com/engine/install)) and [Docker Compose](https://docs.docker.com/compose/install/) installed.
+- Ensure that you have [Docker](https://docs.docker.com/engine/install) and [Docker Compose](https://docs.docker.com/compose/install/) installed