diff --git a/README.md b/README.md
index 08c4eec10f52ab3db1274928b03a80e071481989..96acca8f9ef2ad6e52220584ef2187be35b803c3 100644
--- a/README.md
+++ b/README.md
@@ -36,7 +36,12 @@ Cast and Directors
 
 After downloading the project files in a project folder, do the following steps:
 
-Prerequisite: The rasa model is trained! (with `rasa train`)
+Prerequisite: 
+To install all the required libraries for this project, run the following command in your terminal:
+
+pip install -r requirements.txt
+
+The rasa model is trained! (with `rasa train`)
 
 1. `rasa run actions`
 2. `rasa run`
@@ -62,7 +67,18 @@ The webpage shows the main pages in the navigation bar on the left. Typically th
 
 9. Data is loaded in the main.py
 
-10. see pages/01_Data_*.py files
+10. see pages : 
+    about_me.py
+    add_and_apply_model.py
+    algorithm_selection.py
+    augmentation.py
+    chatbot.py
+    data_metrics.py
+    feature_engineering.py
+    model_application.py
+    model_training.py
+    preprocessing.py
+    visualization.py
 
 11 - 13. See data chapter in the Wiki
 
@@ -82,7 +98,7 @@ The webpage shows the main pages in the navigation bar on the left. Typically th
 
 21. rasa implementation with files:
 
-domain.yml, data/nlu.yml, data/stories.yml, actions/actions.py
+    domain.yml, data/nlu.yml, data/stories.yml, actions/actions.py
 
 # Work done