diff --git a/Makefile b/Makefile
index a4cc6158..5b3d5a77 100644
--- a/Makefile
+++ b/Makefile
@@ -14,7 +14,7 @@ clean_nlpfr:
 	rm -rf nlpfr/build nlpfr/dist nlpfr/nltk.egg-info
 
 clean_alg:
-	rm -rf alg/build alg/dist alg/alg.egg-info
+	rm -rf alg/build alg/dist alg/coffeehouse_alg.egg-info
 
 clean_his:
 	rm -rf hyper_internal_service/build hyper_internal_service/dist hyper_internal_service/hyper_internal_service.egg-info
@@ -28,29 +28,29 @@ clean:
 # ======================================================================================================================
 
 build_apt:
-	cd mods/apt; python3 setup.py build; python3 setup.py sdist
+	cd mods/apt; python3.8 setup.py build; python3.8 setup.py sdist
 
 build_stopwords:
-	cd mods/stopwords; python3 setup.py build; python3 setup.py sdist
+	cd mods/stopwords; python3.8 setup.py build; python3.8 setup.py sdist
 
 build_tokenizer:
-	cd mods/tokenizer; python3 setup.py build; python3 setup.py sdist
+	cd mods/tokenizer; python3.8 setup.py build; python3.8 setup.py sdist
 
 build_mods:
 	make build_apt build_stopwords build_tokenizer
 
 build_nlpfr:
 	make build_mods
-	cd nlpfr; python3 setup.py build; python3 setup.py sdist
+	cd nlpfr; python3.8 setup.py build; python3.8 setup.py sdist
 
 build_dltc:
-	cd dltc; python3 setup.py build; python3 setup.py sdist
+	cd dltc; python3.8 setup.py build; python3.8 setup.py sdist
 
 build_alg:
-	cd alg; python3 setup.py build; python3 setup.py sdist
+	cd alg; python3.8 setup.py build; python3.8 setup.py sdist
 
 build_his:
-	cd hyper_internal_service; python3 setup.py build; python3 setup.py sdist
+	cd hyper_internal_service; python3.8 setup.py build; python3.8 setup.py sdist
 
 build:
 	make build_nlpfr
@@ -61,29 +61,29 @@ build:
 # ======================================================================================================================
 
 install_apt:
-	cd mods/apt; python3 setup.py install
+	cd mods/apt; python3.8 setup.py install
 
 install_stopwords:
-	cd mods/stopwords; python3 setup.py install
+	cd mods/stopwords; python3.8 setup.py install
 
 install_tokenizer:
-	cd mods/tokenizer; python3 setup.py install
+	cd mods/tokenizer; python3.8 setup.py install
 
 install_mods:
 	make install_apt install_stopwords install_tokenizer
 
 install_nlpfr:
 	make install_mods
-	cd nlpfr; python3 setup.py install
+	cd nlpfr; python3.8 setup.py install
 
 install_dltc:
-	cd dltc; python3 setup.py install
+	cd dltc; python3.8 setup.py install
 
 install_alg:
-	cd alg; python3 setup.py install
+	cd alg; python3.8 setup.py install
 
 install_his:
-	cd hyper_internal_service; make install
+	cd hyper_internal_service; python3.8 -m pip install -Ur dev_requirements.txt; python3.8 setup.py install
 
 install:
 	make install_nlpfr
@@ -93,10 +93,13 @@ install:
 
 # ======================================================================================================================
 
+system_prep_python:
+	apt install python3.8
+
 system_prep_pip:
-	apt -y install python3 python3-distutils wget curl
+	apt -y install python3.8 python3-distutils wget curl
 	wget https://bootstrap.pypa.io/get-pip.py
-	python3 get-pip.py
+	python3.8 get-pip.py
 	rm get-pip.py
 
 system_prep_gcc:
diff --git a/README.md b/README.md
index 5ee376a0..f242d2e5 100644
--- a/README.md
+++ b/README.md
@@ -2,4 +2,24 @@
 
 CoffeeHousePy is the full Python implementation for CoffeeHouse, and it's server
 components. The [Makefile](Makefile) contains all the setup procedures
-used in order to install CoffeeHousePy, and it's components onto the machine.
\ No newline at end of file
+used in order to install CoffeeHousePy, and it's components onto the machine.
+
+
+## Prepare the system
+
+The system must have `python3.8` installed, `pip` and `gcc`. To prepare the system run
+the following command
+
+```shell
+sudo make system_prep_python system_prep_pip system_prep_gcc
+```
+
+
+## Install CoffeeHousePy
+
+Depending on the hardware, the installation procedure may take a while. To install
+CoffeeHousePy run the following command
+
+```shell
+sudo -H make clean build install
+```
\ No newline at end of file
diff --git a/alg/README.md b/alg/README.md
index a2becacf..6799989a 100644
--- a/alg/README.md
+++ b/alg/README.md
@@ -7,10 +7,10 @@ CoffeeHouse ALG is a algorithmia API wrapper
 Predicts the content and appropriate tags for an image
 
 ```python
-from coffeehouse_alg.utilities import Utilities
 from coffeehouse_alg.image_tagger import ImageTagger
+from coffeehouse_alg.utilities import Utilities
 
-url = "https://cdn4.telesco.pe/file/ETCYVng0VOEczJuIjUbsgzC4a7EOi8wMfwfFBAss_OlKZd822FNiF5Xy5V7MpY0nUvHcBCzDt1MexuBrawuit0WL5HGa0-O5bZXYsBwA5P4QAFKM6VyH0k1G9VbnCn-QiFJ5ipClcP1azPykgcRqDz4d-g_3IHWegBY3wHBD8BHm1T589XhkXbfCl_HN6TJSZ1LIYnoASnN1FF6YDV92UOhMc0-c2FTQkoxx-gGt4A7Vwy821x4-TAd6AlNI_q5NO4NKe047oRlJfm_MCtEsojYGP5tyJKB-xZYm_zRtzriwC0GSJh2zoY_RCv4L-Uudq3GGQ0_8A2OrHCmCNj0AGA.jpg"
+url = "https://upload.wikimedia.org/wikipedia/commons/9/9f/Gisele_Bundchen_2018_clear_original_%28cropped%29.jpg"
 
 # Process the image
 image_tagger = ImageTagger()