Update README.md

README.md

@@ -1,4 +1,4 @@
-# language_detector
+# Language Detector
 
 Language detector trained with 12 languages, takes in a text and return the language through API
 
@@ -16,18 +16,24 @@ The languages:
 - Turkish: tu
 - Arabic: ar
 
-## Building the docker
-docker build -t language_detector:latest .
+## Installation
+### Building with docker
+build the project using docker, and give it a tag "language_detector"
+`docker build -t language_detector:latest .`
 
-## Run docker
-docker run -p 5005:5005 language_detector:latest
+### Run with docker
+tun the image built previously using the tage "language_detector"
+`docker run -p 5005:5005 language_detector:latest`
 
-## API Post
-requests.post("http://localhost:5005/predict", 
-		json={"sender": "amr", "message': "text"})
+## Usage
+### API Post
+send a text to the model using:
+`requests.post("http://localhost:5005/predict", 
+		json={"sender": "amr", "message': "text"})`
 
-## API Response
-{
+### API Response
+the reply of the post request containing the detected language 
+`{
 	"sender": sender,
 	"lang": language
-}
+}`