Improved readme again

README.md

@@ -1,11 +1,31 @@
-# ec530-project-2
-Repository for hosting project 2 for BU EC530 of NLP analyser project
 
+# BU EC530 NLP Analyzer Project 2
 
-Contains the stub builds of APIS to connect to a postgres database.
-Run compose file with docker compose up -d after building to start API backend.
+Welcome to the repository for Project 2 of BU EC530's NLP Analyzer project! This repository contains the stub builds of APIs designed to connect to a PostgreSQL database. Follow the instructions below to set up the API backend using Docker Compose.
 
-Docker images are stored in my docker repository nedsearls/ec530-bu
-Run docker logs project2-test-1 to view output of log file.
+## Instructions
 
-![alt text](Screenshot 2024-03-24 at 8.05.06 PM.png)
+ **Clone the Repository**:
+
+    ```bash
+    git clone https://github.com/yourusername/ec530-project2.git
+    cd ec530-project2
+    ```
+
+**Build and Run with Docker Compose**: After navigating into the project directory, use Docker Compose to build and start the API backend.
+
+    ```bash
+    docker-compose up -d --build
+    ```
+
+**View Logs**: To view the output of the log file, use the following command:
+
+    ```bash
+    docker logs project2-test-1
+    ```
+
+4. **Accessing Docker Images**: Docker images for this project are stored in the Docker repository `nedsearls/ec530-bu`. You can access them using Docker commands as needed.
+
+## Screenshots
+
+![Screenshot](Screenshot.png)