bump to 0.3.1

README.md

@@ -1,29 +1,26 @@
-# Diaspora: Hybrid Event-Driven Architecture for Distributed Scientific Computing
+# Diaspora Event Fabric SDK
 
-## Event Fabric SDK Installation Guide
-### Recommended Method: Use with `kafka-python`
-For easy integration with Diaspora Event Fabric, use the `KafkaProducer` and `KafkaConsumer` classes from our SDK. This requires the `kafka-python` library.
-
-To install the Event Fabric SDK and `kafka-python,` with the following command:
+## Installation Guide
+### Recommended Method: With `kafka-python`
+To integrate with Diaspora Event Fabric using `KafkaProducer` and `KafkaConsumer`, install the SDK with `kafka-python`:
 ```bash
 pip install "diaspora-event-sdk[kafka-python]"
 ```
 
 ### Alternative Installation: Without Kafka Client Library
-To use alternative Kafka client libraries (e.g., `confluent-kafka-python`, `aiokafka`, and libraries for other programming languages), you can install the SDK without the `kafka-python` dependency. This option still provides topic-level access control (authorization) and login credential management features.
-
-To install the SDK without `kafka-python`, use:
+For other Kafka client libraries (e.g., `confluent-kafka-python`, `aiokafka`), install the SDK without `kafka-python`:
 ```bash
 pip install diaspora-event-sdk
 ```
-Note: This method does not include dependencies for `KafkaProducer` and `KafkaConsumer` classes mentioned in the QuickStart
+Note: This does not include `KafkaProducer` and `KafkaConsumer` dependencies.
 
-## Use Diaspora Event Fabric SDK
+## Using Diaspora Event Fabric SDK
+Check our [Notebook](DiasporaDemo.ipynb) for a quickstart and demonstration.
 
-**Getting Started**: Visit our [QuickStart Guide](docs/quickstart.md) for details on using the SDK with the kafka-python library and instructions for other Kafka clients.
+<!-- **Getting Started**: Visit our [QuickStart Guide](docs/quickstart.md) for details on using the SDK with the kafka-python library and instructions for other Kafka clients.
 
-**Troubleshooting and Credential Management**: Consult our [TrobleShooting Guide](docs/troubleshooting.md) for solving common issues and tips on managing keys effectively.
+**Troubleshooting and Credential Management**: Consult our [TrobleShooting Guide](docs/troubleshooting.md) for solving common issues and tips on managing keys effectively. -->
 
 <!-- **Advanced Consumers with Faust**: Explore the [Faust Streaming Guide](docs/faust_weather_app.md) for advanced event streaming with Faust. -->
 
-**Advanced Consumer Functions**: See our [Colab example](https://colab.research.google.com/drive/1tPKfxU2qPsLvNTreF6nKINU62k7pQWxa?usp=sharing) for demonstration.
+<!-- **Advanced Consumer Functions**: See our [Colab example](https://colab.research.google.com/drive/1tPKfxU2qPsLvNTreF6nKINU62k7pQWxa?usp=sharing) for demonstration. -->

diaspora_event_sdk/version.py

@@ -1 +1 @@
-__version__ = "0.3.0"
+__version__ = "0.3.1"