diff --git a/README.md b/README.md
index 3c57ed8..8fc13e4 100644
--- a/README.md
+++ b/README.md
@@ -1,69 +1,30 @@
 # pystardog
+[![PyPI version](https://badge.fury.io/py/pystardog.svg)](https://badge.fury.io/py/pystardog)
 
-Python wrapper for communicating with the Stardog HTTP server.
+a Python wrapper for communicating with the Stardog HTTP server.
+
+**Docs**: [http://pystardog.readthedocs.io](http://pystardog.readthedocs.io)
+
+**Requirements**: Python 3.8+
 
 ## What is it?
 
-This framework wraps all the functionality of a client for the Stardog
+This library wraps all the functionality of a client for the Stardog
 Knowledge Graph, and provides access to a full set of functions such
-as executing SPARQL queries, administrative tasks on Stardog, and the
-use of the Reasoning API.
+as executing SPARQL queries and many administrative tasks.
 
 The implementation uses the HTTP protocol, since most of Stardog
 functionality is available using this protocol. For more information,
-go to the Stardog's [HTTP
-Programming](http://www.stardog.com/docs/#_network_programming)
-documentation.
+see [HTTP
+Programming](https://docs.stardog.com/developing/http-api)
+in Stardog's documentation.
 
 ## Installation
 
-pystardog is on PyPI so all you need is: `pip install pystardog`
-
-## Documentation
-
-Documentation is readable at [Read the
-Docs](http://pystardog.readthedocs.io) or can be built using Sphinx:
-
-    cd docs
-    pip install -r requirements.txt
-    make html
-
-## Tests
-
-To run the tests locally, a valid Stardog license is required and placed in the `dockerfiles/stardog-license-key.bin`. 
-Docker and docker-compose are also required.
-
-1) Bring a stardog instance using docker-compose. For testing about 90% of the  pystardog features, just a single node is sufficient,
-although we also provide a cluster set up for further testing. 
-```shell script
-# Bring a single node instance plus a bunch of Virtual Graphs for testing (Recommended).
-docker-compose -f docker-compose.single-node.yml up -d
-
-# A cluster set up is also provided, if cluster only features are to be implemented and tested.
-docker-compose -f docker-compose.cluster.yml up -d
-```
-
-Run the test suite. Create a virtual environment with the neccesary dependencies:
-```shell script
-# Create a virtualenv and activate it
-virtualenv -p $(which python3) venv
-source venv/bin/activate
+pystardog is on [PyPI](https://pypi.org/project/pystardog/). To install:
 
-# Install the dependencies
-pip install -r requirements.txt -r test-requirements.txt 
-
-# Run the basic test suite (covers most of the pystardog functionalities)
-pytest test/test_admin_basic.py test/test_connection.py test/test_utils.py -s 
-```
-
-
-## Format
-To run a format of all the files
-```shell script
-virtualenv -p $(which python3) venv
-. venv/bin/activate
-pip install -r test-requirements.txt
-black .
+```shell
+pip install pystardog
 ```
 
 ## Quick Example
@@ -91,5 +52,107 @@ with stardog.Admin(**conn_details) as admin:
 
 ## Interactive Tutorial
 
-There is a Jupyter notebook and instructions in the `notebooks`
+There is a Jupyter notebook and instructions in the [`notebooks`](./notebooks)
 directory of this repository.
+
+## Documentation
+
+Documentation is available at [http://pystardog.readthedocs.io](http://pystardog.readthedocs.io)
+
+### Build the Docs Locally
+
+The docs can be built locally using [Sphinx](https://www.sphinx-doc.org/en/master/):
+
+  ```shell
+  cd docs
+  pip install -r requirements.txt
+  make html
+  ```
+
+## Contributing and Development
+
+Contrbutions are always welcome to pystardog.
+
+To make a contribution:
+
+1. Create a new branch off of `main`. There is no set naming convention for branches but try and keep it descriptive.
+
+    ```bash
+    git checkout -b feature/add-support-for-X
+    ```
+
+2. Make your changes. If you are making substantive changes to pystardog, tests should be added to ensure your changes are working as expected. See [Running Tests](#running-tests) for additional information
+about running tests.
+
+3. Format your code. All Python code should be formatted using [Black](https://pypi.org/project/black/). See [Formatting Your Code](#formatting-your-code) for additional information.
+
+4. Commit and push your code. Similar to branch names, there is no set structure for commit messages but try and keep your commit messages succinct and on topic.
+
+    ```bash
+    git commit -am "feat: adds support for feature X"
+    git push origin feature/add-support-for-x
+    ```
+
+5. Create a pull request against `main`. All CircleCI checks should be passing in order to merge your PR. CircleCI will run tests against all supported versions of Python, single node and cluster tests for pystardog, as well as do some static analysis of the code.
+
+### Running Tests
+
+#### Requirements:
+
+- [Docker](https://docs.docker.com/)
+- [Docker Compose](https://docs.docker.com/compose/)
+- Valid Stardog License
+
+To run the tests locally, a valid Stardog license is required and placed at `dockerfiles/stardog-license-key.bin`. 
+
+1. Bring a stardog instance using docker-compose. For testing about 90% of the pystardog features, just a single node is sufficient,
+although we also provide a cluster set up for further testing. 
+
+    ```shell
+    # Bring a single node instance plus a bunch of Virtual Graphs for testing (Recommended).
+    docker-compose -f docker-compose.single-node.yml up -d
+
+    # A cluster setup is also provided, if cluster only features are to be implemented and tested.
+    docker-compose -f docker-compose.cluster.yml up -d
+    ```
+
+2. Create a virtual environment with the necessary dependencies:
+
+    ```shell
+    # Create a virtualenv and activate it
+    virtualenv -p $(which python3) venv
+    source venv/bin/activate
+
+    # Install dependencies
+    pip install -r requirements.txt -r test-requirements.txt 
+    ```
+
+3. Run the test suite:
+
+    ```shell
+    # Run the basic test suite (covers most of the pystardog functionalities)
+    pytest test/test_admin_basic.py test/test_connection.py test/test_utils.py -s 
+    ```
+
+    > **Note**
+    > Tests can be targeted against a specific Stardog endpoint by specifying an `--endpoint` option to `pytest`. Please note, that the tests will make modifications
+    > to the Stardog instance like deleting users, roles, databases, etc. By default, the `--endpoint` is set to `http://localhost:5820`,
+    > which is where the Dockerized Stardog (defined in the Docker compose files) is configured to be available at.
+    >
+    > ```bash
+    > pytest test/test_connection.py -k test_queries -s --endpoint https://my-other-stardog:5820
+    > ```
+
+### Formatting your code
+
+To format all the Python code:
+
+  ```shell
+  # make sure black is install
+  virtualenv -p $(which python3) venv
+  . venv/bin/activate
+  pip install -r test-requirements.txt
+
+  # run black formatter
+  black .
+  ```