diff --git a/.github/workflows/maven-publish.yml b/.github/workflows/maven-publish.yml
index e62b895..d2f9217 100644
--- a/.github/workflows/maven-publish.yml
+++ b/.github/workflows/maven-publish.yml
@@ -58,7 +58,6 @@ jobs:
           git config --global user.email "koujalgi.amith@gmail.com"
           git config --global user.name "amithkoujalgi"
           mvn -B -ntp -DskipTests -Pci-cd -Darguments="-DskipTests -Pci-cd" release:clean release:prepare release:perform
-        #          mvn clean -Punit-tests release:clean release:prepare release:perform -B -Darguments="-DskipTests -Dgpg.passphrase=${{ secrets.GPG_PASSPHRASE }}"
         env:
           MAVEN_USERNAME: ${{ secrets.OSSRH_USERNAME }}
           MAVEN_PASSWORD: ${{ secrets.OSSRH_PASSWORD }}
diff --git a/Makefile b/Makefile
index d39580a..4f12e93 100644
--- a/Makefile
+++ b/Makefile
@@ -5,15 +5,4 @@ ut:
 	mvn clean test -Punit-tests
 
 it:
-	mvn clean verify -Pintegration-tests
-
-#mvn -B clean install -Punit-tests -Dgpg.passphrase="${GPG_PASSPHRASE}" -e
-#
-#release:
-#	mvn -B clean install -Punit-tests release:clean release:prepare release:perform -Dgpg.passphrase="${GPG_PASSPHRASE}" -e
-#
-#update-version:
-#	mvn versions:set -DnewVersion=1.0.1
-#
-#deploy:
-#	mvn clean deploy -Punit-tests -Dgpg.passphrase="$GPG_PASSPHRASE" -e
\ No newline at end of file
+	mvn clean verify -Pintegration-tests
\ No newline at end of file
diff --git a/README.md b/README.md
index 0f62cb7..49d8f19 100644
--- a/README.md
+++ b/README.md
@@ -53,10 +53,7 @@ for [Ollama](https://github.com/jmorganca/ollama/blob/main/docs/api.md) APIs.
 
 #### Installation
 
-In your Maven project, add this dependency available in:
-
-- https://central.sonatype.com/artifact/io.github.amithkoujalgi/ollama4j
-- [Central Repository](https://s01.oss.sonatype.org/#nexus-search;quick~ollama4j)
+In your Maven project, add this dependency:
 
 ```xml
 
@@ -67,20 +64,11 @@ In your Maven project, add this dependency available in:
 </dependency>
 ```
 
-You might want to include the Maven repository to pull the ollama4j library from. Include this in
-your `pom.xml`:
+Get the latest version from [Maven Central](https://central.sonatype.com/artifact/io.github.amithkoujalgi/ollama4j)
+or [Nexus Repository](https://s01.oss.sonatype.org/#nexus-search;quick~ollama4j).
 
-```xml
-
-<repositories>
-    <repository>
-        <id>ollama4j-from-ossrh</id>
-        <url>https://s01.oss.sonatype.org/content/repositories/snapshots</url>
-    </repository>
-</repositories>
-```
-
-You should also include an implementation of [SL4J](https://www.slf4j.org/) logger in your `pom.xml` file. For example,
+You might want to include an implementation of [SL4J](https://www.slf4j.org/) logger in your `pom.xml` file. For
+example,
 
 Use `slf4j-jdk14` implementation:
 
diff --git a/docs/publishing/readme.md b/docs/publishing/readme.md
index 8c92f89..453f095 100644
--- a/docs/publishing/readme.md
+++ b/docs/publishing/readme.md
@@ -1,13 +1,16 @@
 Understanding publishing:
 https://dzone.com/articles/how-to-publish-artifacts-to-maven-central
 
-GPG Signing setup
+Reference Repo:
+https://github.com/dsibilio/badge-maker/tree/main
 
-## GPG Setup
+## GPG Signing setup
+
+### GPG Setup
 
 https://central.sonatype.org/publish/requirements/gpg/#listing-keys
 
-### Steps
+#### Steps
 
 - Create key: `gpg --gen-key` and then list keys to verify: `gpg --list-keys`
 - Distributing Your Public Key:
@@ -33,4 +36,19 @@ gpg --armor --export-secret-keys 88AA0C903A513340A0F3094326257A6F6F5F24A9 > ~/ol
 
 https://central.sonatype.org/publish/publish-maven/
 
-### Steps
\ No newline at end of file
+## List release versions
+
+```shell
+curl 'https://central.sonatype.com/api/internal/browse/component/versions?sortField=normalizedVersion&sortDirection=desc&page=0&size=12&filter=namespace%3Aio.github.amithkoujalgi%2Cname%3Aollama4j' \
+  --compressed \
+  --silent | jq '.components[].version'
+```
+
+Deployment steps to test. [IGNORE THIS FOR PUBLISHING CONTEXT. THIS IS ONLY TO TEST STUFF OUT LOCALLY]
+
+```shell
+# release:
+mvn -B clean install deploy -Punit-tests -Dgpg.passphrase="${GPG_PASSPHRASE}" -e
+#or
+mvn -B clean install -Punit-tests release:clean release:prepare release:perform -Dgpg.passphrase="${GPG_PASSPHRASE}" -e
+```
\ No newline at end of file