diff --git a/.idea/jupyter-settings.xml b/.idea/jupyter-settings.xml
new file mode 100644
index 00000000..29de95db
--- /dev/null
+++ b/.idea/jupyter-settings.xml
@@ -0,0 +1,16 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="JupyterPersistentConnectionParameters">
+    <option name="moduleParameters">
+      <map>
+        <entry key="$PROJECT_DIR$/../dice-embeddings/.idea/dice-embeddings.iml">
+          <value>
+            <JupyterConnectionParameters>
+              <option name="managed" value="true" />
+            </JupyterConnectionParameters>
+          </value>
+        </entry>
+      </map>
+    </option>
+  </component>
+</project>
\ No newline at end of file
diff --git a/README.md b/README.md
index b0f4fa57..b13711f9 100644
--- a/README.md
+++ b/README.md
@@ -1,20 +1,21 @@
-# owlapy
-**Owlapy is loosely based on _owlapi_ - the java counterpart, successfully representing the main
-owl objects in python.** 
-
-Other than that, Owlapy also offers some extra functionalities:
-- `Owl2SparqlConverter` to convert owl class expressions to SPARQL syntax. 
-- `DLSyntaxObjectRenderer` to render owl objects to description logics.
-- `ManchesterOWLSyntaxParser` to parse strings of manchester syntax to owl class expression.
-
-For more, you can check the [API documentation](https://ontolearn-docs-dice-group.netlify.app/autoapi/owlapy/#module-owlapy).
+# OWLpy: OWL in Python
 
 
 ## Installation
+<details><summary> Click me! </summary>
 
-```shell
-pip install owlapy
+### Installation from Source
+``` bash
+git clone https://github.com/dice-group/owlapy
+conda create -n temp_owlapy python=3.10.13 --no-default-packages && conda activate temp_owlapy && pip3 install -e .
+```
+or
+```bash
+pip3 install owlapy
 ```
+</details>
+
+
 
 ## Usage
 
@@ -43,13 +44,13 @@ teacher = OWLClass(IRI.create('http://example.com/society#teacher'))
 male_teachers_with_children = OWLObjectIntersectionOf([males_with_children, teacher])
 
 # You can render and print owl class expressions in description logics syntax
-print(DLSyntaxObjectRenderer().render(male_teachers_with_children))
+print(DLSyntaxObjectRenderer().render(male_teachers_with_children)) 
+# (∃ hasChild.male) ⊓ teacher
+print(Owl2SparqlConverter().as_query("?x", male_teachers_with_children))
+#  SELECT DISTINCT ?x WHERE {  ?x <http://example.com/society#hasChild> ?s_1 . ?s_1 a <http://example.com/society#male> . ?x a <http://example.com/society#teacher> .  } }
 ```
-The following will be printed:
+For more, you can check the [API documentation](https://ontolearn-docs-dice-group.netlify.app/autoapi/owlapy/#module-owlapy).
 
-```commandline
-(∃ hasChild.male) ⊓ teacher
-```
 
 Every OWL object that can be used to classify individuals, is considered a class expression and 
 inherits from [OWLClassExpression](https://ontolearn-docs-dice-group.netlify.app/autoapi/owlapy/model/#owlapy.model.OWLClassExpression) 
diff --git a/owlapy/__init__.py b/owlapy/__init__.py
index 5a5fd5aa..10939f01 100644
--- a/owlapy/__init__.py
+++ b/owlapy/__init__.py
@@ -1,9 +1 @@
-"""OWLAPY - loosely based on OWL API.
-
-Many help texts copied from OWL API [1]
-OWLAPI licence: LGPL and Apache
-
-[1] https://github.com/owlcs/owlapi
-"""
-
-# the import order must be fixed otherwise there are circular import errors
+__version__ = '0.1.2'
diff --git a/setup.py b/setup.py
index 84e56b2a..690a4b7d 100644
--- a/setup.py
+++ b/setup.py
@@ -6,7 +6,7 @@
     name="owlapy",
     description="Owlapy is loosely based on owlapi - the java counterpart, "
                 "successfully representing the main owl objects in python.",
-    version="0.1.1",
+    version="0.1.2",
     packages=find_packages(),
     install_requires=[
         "pandas>=1.5.0",