diff --git a/sdk/.gitignore b/sdk/.gitignore
index 564d4b8..411cc42 100644
--- a/sdk/.gitignore
+++ b/sdk/.gitignore
@@ -1,4 +1,5 @@
 /nodejs/bin/
 /nodejs/node_modules/
 /python/bin/
-/java/.gradle/
\ No newline at end of file
+**/build/libs/
+**/.gradle
diff --git a/sdk/java/build/libs/com.pulumiverse.purrl.jar b/sdk/java/build/libs/com.pulumiverse.purrl.jar
deleted file mode 100644
index 25c2bbc..0000000
Binary files a/sdk/java/build/libs/com.pulumiverse.purrl.jar and /dev/null differ
diff --git a/sdk/python/README.md b/sdk/python/README.md
index 7b34796..f88e768 100644
--- a/sdk/python/README.md
+++ b/sdk/python/README.md
@@ -1,11 +1,10 @@
 # Purrl
 
-![purrl_logo](img/purrl.png)
-
-This provider is designed to be a flexible extension of your Pulumi code to make API calls to your target endpoint. Purrl is useful when a provider does not have a resource or data source that you require, so Purrl can be used to make substitute API calls.
+[![Go Reference](https://pkg.go.dev/badge/github.com/pulumiverse/pulumi-purrl/sdk.svg)](https://pkg.go.dev/github.com/pulumiverse/pulumi-purrl/sdk)
 
+![purrl_logo](img/purrl.png)
 
-Replace the version string with your desired version.
+This provider is designed to be a flexible extension of your Pulumi code to make API calls to your target endpoint. `Purrl` is useful when a provider does not have a resource or data source that you require, so `Purrl` can be used to make substitute API calls.
 
 ## Installing
 
@@ -28,7 +27,7 @@ yarn add @pulumiverse/purrl
 ### Python
 
 To use from Python, install using `pip`:
-
+``
 ```bash
 pip install pulumiverse-purrl
 ```
@@ -38,7 +37,7 @@ pip install pulumiverse-purrl
 To use from Go, use `go get` to grab the latest version of the library:
 
 ```bash
-go get github.com/pulumiverse/pulumi-purrl/sdk/go/...
+go get github.com/pulumiverse/pulumi-purrl/sdk
 ```
 
 ### .NET
@@ -48,3 +47,7 @@ To use from .NET, install using `dotnet add package`:
 ```bash
 dotnet add package Pulumiverse.Purrl
 ```
+
+## Reference
+
+For detailed reference documentation, please visit [the Pulumi registry](https://www.pulumi.com/registry/packages/purrl/api-docs/).