Update README.md (#7)

README.md

@@ -1,7 +1,33 @@
-# Utilities for using Neptune client on AWS
+# Neptune-AWS integration
 
-This integration exposes the `init_run()` function that reads the Neptune API token and project name from
-AWS Secrets Manager instead of environment variables.
+Read your Neptune credentials directly from AWS Secrets.
+
+## What will you get with this integration?
+
+* Log, organize, visualize, and compare ML experiments in a single place
+* Monitor model training live
+* Version and query production-ready models and associated metadata (e.g. datasets)
+* Collaborate with the team and across the organization
+
+## What will be logged to Neptune?
+
+* Training code and Git information
+* System metrics and hardware consumption
+* [Other metadata](https://docs.neptune.ai/logging/what_you_can_log)
+
+## Resources
+
+* [Documentation](https://docs.neptune.ai/integrations/aws/)
+
+## Example
+
+Install Neptune and the integration:
+
+```sh
+pip install -U "neptune[aws]"
+```
+
+Enable Neptune logging:
 
 ```python
 from neptune.integrations.aws import init_run
@@ -11,3 +37,12 @@ run = init_run(
     region="us-west-1",  # Use the appropriate region here
 )
 ```
+
+## Support
+
+If you got stuck or simply want to talk to us, here are your options:
+
+* Check our [FAQ page](https://docs.neptune.ai/getting_help).
+* You can submit bug reports, feature requests, or contributions directly to the repository.
+* Chat! In the Neptune app, click the blue message icon in the bottom-right corner and send a message. A real person will talk to you ASAP (typically very ASAP).
+* You can just shoot us an email at [support@neptune.ai](mailto:support@neptune.ai).