diff --git a/pom.xml b/pom.xml
index ad118de78..435f71dc7 100644
--- a/pom.xml
+++ b/pom.xml
@@ -242,7 +242,7 @@
 							<flattenMode>ossrh</flattenMode>
 							<pomElements>
 								<distributionManagement>remove</distributionManagement>
-								<dependencyManagement>resolve</dependencyManagement>
+								<dependencyManagement>remove</dependencyManagement>
 								<repositories>remove</repositories>
 								<scm>keep</scm>
 								<url>keep</url>
diff --git a/spring-ai-bom/pom.xml b/spring-ai-bom/pom.xml
index de05f143b..e838b6c08 100644
--- a/spring-ai-bom/pom.xml
+++ b/spring-ai-bom/pom.xml
@@ -1,300 +1,339 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project xmlns="http://maven.apache.org/POM/4.0.0"
-	xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
-	<modelVersion>4.0.0</modelVersion>
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
 
-	<parent>
-		<groupId>org.springframework.ai</groupId>
-		<artifactId>spring-ai</artifactId>
-		<version>0.8.1-SNAPSHOT</version>
-	</parent>
+    <parent>
+        <groupId>org.springframework.ai</groupId>
+        <artifactId>spring-ai</artifactId>
+        <version>0.8.1-SNAPSHOT</version>
+    </parent>
 
-	<artifactId>spring-ai-bom</artifactId>
-	<packaging>pom</packaging>
+    <artifactId>spring-ai-bom</artifactId>
+    <packaging>pom</packaging>
 
-	<name>Spring AI BOM</name>
-	<description>Bill of Materials POM (BOM) for the Spring AI modules</description>
+    <name>Spring AI BOM</name>
+    <description>Bill of Materials POM (BOM) for the Spring AI modules</description>
 
-	<url>https://github.com/spring-projects/spring-ai</url>
+    <url>https://github.com/spring-projects/spring-ai</url>
 
-	<scm>
-		<url>https://github.com/spring-projects/spring-ai</url>
-		<connection>git://github.com/spring-projects/spring-ai.git</connection>
-		<developerConnection>git@github.com:spring-projects/spring-ai.git</developerConnection>
-	</scm>
+    <scm>
+        <url>https://github.com/spring-projects/spring-ai</url>
+        <connection>git://github.com/spring-projects/spring-ai.git</connection>
+        <developerConnection>git@github.com:spring-projects/spring-ai.git</developerConnection>
+    </scm>
 
-	<dependencyManagement>
-		<dependencies>
+    <dependencyManagement>
+        <dependencies>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-core</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-core</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<!-- Document Readers -->
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-pdf-document-reader</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <!-- Document Readers -->
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-pdf-document-reader</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-tika-document-reader</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-tika-document-reader</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<!-- Models -->
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-azure-openai</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <!-- Models -->
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-azure-openai</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-bedrock</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-bedrock</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-huggingface</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-huggingface</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-ollama</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-ollama</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-openai</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-openai</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-postgresml</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-postgresml</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-stability-ai</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-stability-ai</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-transformers</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-transformers</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-vertex-ai-palm2</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-vertex-ai-palm2</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-vertex-ai-gemini</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-vertex-ai-gemini</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-mistral-ai</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-mistral-ai</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<!-- Vector Databses -->
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-azure-vector-store</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <!-- Vector Databses -->
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-azure-vector-store</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-chroma-store</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-chroma-store</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-milvus-store</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-milvus-store</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-neo4j-store</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-neo4j-store</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-pgvector-store</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-pgvector-store</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-pinecone</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-pinecone</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-redis</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-redis</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-weaviate-store</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-weaviate-store</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-qdrant</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-qdrant</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<!-- Utilities -->
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-test</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <!-- Utilities -->
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-test</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-spring-boot-autoconfigure</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-spring-boot-autoconfigure</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<!-- Spring Boot Starters -->
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-azure-openai-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <!-- Spring Boot Starters -->
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-azure-openai-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-azure-vector-store-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-azure-vector-store-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-bedrock-ai-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-bedrock-ai-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-chroma-store-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-chroma-store-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-milvus-store-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-milvus-store-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-neo4j-store-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-neo4j-store-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-ollama-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-ollama-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-openai-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-openai-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-pgvector-store-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-pgvector-store-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-pinecone-store-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-pinecone-store-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-postgresml-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-postgresml-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-redis-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-redis-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-stability-ai-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-stability-ai-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-transformers-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-transformers-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-vertex-ai-palm2-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-vertex-ai-palm2-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-vertex-ai-gemini-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-vertex-ai-gemini-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-weaviate-store-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-weaviate-store-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-mistral-ai-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-mistral-ai-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
 
-			<dependency>
-				<groupId>org.springframework.ai</groupId>
-				<artifactId>spring-ai-qdrant-store-spring-boot-starter</artifactId>
-				<version>${project.version}</version>
-			</dependency>
-		</dependencies>
-	</dependencyManagement>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-qdrant-store-spring-boot-starter</artifactId>
+                <version>${project.version}</version>
+            </dependency>
+        </dependencies>
+    </dependencyManagement>
+
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.codehaus.mojo</groupId>
+                <artifactId>flatten-maven-plugin</artifactId>
+                <version>${flatten-maven-plugin.version}</version>
+                <executions>
+                    <execution>
+                        <id>flatten</id>
+                        <phase>process-resources</phase>
+                        <goals>
+                            <goal>flatten</goal>
+                        </goals>
+                        <configuration>
+                            <updatePomFile>true</updatePomFile>
+                            <flattenMode>ossrh</flattenMode>
+                            <pomElements>
+                                <distributionManagement>remove</distributionManagement>
+                                <dependencyManagement>keep</dependencyManagement>
+                                <repositories>remove</repositories>
+                                <scm>keep</scm>
+                                <url>keep</url>
+                                <organization>resolve</organization>
+                            </pomElements>
+                        </configuration>
+                    </execution>
+                    <execution>
+                        <id>clean</id>
+                        <phase>clean</phase>
+                        <goals>
+                            <goal>clean</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
 
 </project>
\ No newline at end of file