fix code style and missing dependency renaming

spring-ai-bom/pom.xml

@@ -128,7 +128,7 @@
             <!-- Vector Databses -->
             <dependency>
                 <groupId>org.springframework.ai</groupId>
-                <artifactId>spring-ai-azure-vector-store</artifactId>
+                <artifactId>spring-ai-azure-store</artifactId>
                 <version>${project.version}</version>
             </dependency>
 

spring-ai-docs/src/main/antora/modules/ROOT/pages/api/vectordbs/azure.adoc

@@ -77,7 +77,7 @@ Add these dependencies to your project:
 ----
 <dependency>
     <groupId>org.springframework.ai</groupId>
-    <artifactId>spring-ai-azure-vector-store</artifactId>
+    <artifactId>spring-ai-azure-store</artifactId>
 </dependency>
 ----
 

spring-ai-spring-boot-autoconfigure/pom.xml

@@ -141,7 +141,7 @@
 		<!-- Azure Vector Store -->
 		<dependency>
 			<groupId>org.springframework.ai</groupId>
-			<artifactId>spring-ai-azure-vector-store</artifactId>
+			<artifactId>spring-ai-azure-store</artifactId>
 			<version>${project.parent.version}</version>
 			<optional>true</optional>
 		</dependency>
@@ -328,7 +328,7 @@
 			<artifactId>cassandra</artifactId>
 			<scope>test</scope>
 		</dependency>
-        
+
 		<dependency>
 			<groupId>com.redis</groupId>
 			<artifactId>testcontainers-redis</artifactId>

spring-ai-spring-boot-starters/spring-ai-starter-azure-store/pom.xml

@@ -34,7 +34,7 @@
 
         <dependency>
             <groupId>org.springframework.ai</groupId>
-            <artifactId>spring-ai-azure-vector-store</artifactId>
+            <artifactId>spring-ai-azure-store</artifactId>
             <version>${project.parent.version}</version>
         </dependency>
     </dependencies>

vector-stores/spring-ai-azure-store/src/main/java/org/springframework/ai/vectorstore/azure/AzureVectorStore.java

@@ -15,16 +15,35 @@
  */
 package org.springframework.ai.vectorstore.azure;
 
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+import java.util.Optional;
+import java.util.stream.Collectors;
+
 import com.alibaba.fastjson2.JSONObject;
 import com.alibaba.fastjson2.TypeReference;
 import com.azure.core.util.Context;
 import com.azure.search.documents.SearchClient;
 import com.azure.search.documents.SearchDocument;
 import com.azure.search.documents.indexes.SearchIndexClient;
-import com.azure.search.documents.indexes.models.*;
-import com.azure.search.documents.models.*;
+import com.azure.search.documents.indexes.models.HnswAlgorithmConfiguration;
+import com.azure.search.documents.indexes.models.HnswParameters;
+import com.azure.search.documents.indexes.models.SearchField;
+import com.azure.search.documents.indexes.models.SearchFieldDataType;
+import com.azure.search.documents.indexes.models.SearchIndex;
+import com.azure.search.documents.indexes.models.VectorSearch;
+import com.azure.search.documents.indexes.models.VectorSearchAlgorithmMetric;
+import com.azure.search.documents.indexes.models.VectorSearchProfile;
+import com.azure.search.documents.models.IndexDocumentsResult;
+import com.azure.search.documents.models.IndexingResult;
+import com.azure.search.documents.models.SearchOptions;
+import com.azure.search.documents.models.VectorSearchOptions;
+import com.azure.search.documents.models.VectorizedQuery;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
+
 import org.springframework.ai.document.Document;
 import org.springframework.ai.embedding.EmbeddingClient;
 import org.springframework.ai.vectorstore.SearchRequest;
@@ -36,9 +55,6 @@ import org.springframework.util.Assert;
 import org.springframework.util.CollectionUtils;
 import org.springframework.util.StringUtils;
 
-import java.util.*;
-import java.util.stream.Collectors;
-
 /**
  * Uses Azure Cognitive Search as a backing vector store. Documents can be preloaded into
  * a Cognitive Search index and managed via Azure tools or added and managed through this

vector-stores/spring-ai-cassandra/src/main/java/org/springframework/ai/vectorstore/CassandraVectorStore.java

@@ -15,7 +15,11 @@
  */
 package org.springframework.ai.vectorstore;
 
-import com.datastax.oss.driver.api.core.cql.*;
+import com.datastax.oss.driver.api.core.cql.BoundStatement;
+import com.datastax.oss.driver.api.core.cql.BoundStatementBuilder;
+import com.datastax.oss.driver.api.core.cql.PreparedStatement;
+import com.datastax.oss.driver.api.core.cql.Row;
+import com.datastax.oss.driver.api.core.cql.SimpleStatement;
 import com.datastax.oss.driver.api.core.data.CqlVector;
 import com.datastax.oss.driver.api.core.metadata.schema.TableMetadata;
 import com.datastax.oss.driver.api.querybuilder.QueryBuilder;
@@ -32,7 +36,13 @@ import org.springframework.ai.vectorstore.CassandraVectorStoreConfig.SchemaColum
 import org.springframework.ai.vectorstore.filter.FilterExpressionConverter;
 import org.springframework.beans.factory.InitializingBean;
 
-import java.util.*;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Optional;
+import java.util.Set;
 import java.util.concurrent.CompletableFuture;
 import java.util.concurrent.ConcurrentHashMap;
 import java.util.concurrent.ConcurrentMap;

vector-stores/spring-ai-cassandra/src/main/java/org/springframework/ai/vectorstore/CassandraVectorStoreConfig.java

@@ -38,11 +38,15 @@ import org.springframework.lang.Nullable;
 
 import java.net.InetSocketAddress;
 import java.time.Duration;
-import java.util.*;
 import java.util.concurrent.Executor;
 import java.util.concurrent.Executors;
 import java.util.function.Function;
 import java.util.stream.Stream;
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Optional;
+import java.util.Set;
 
 /**
  * Configuration for the Cassandra vector store.

vector-stores/spring-ai-chroma-store/src/main/java/org/springframework/ai/vectorstore/ChromaVectorStore.java

@@ -15,6 +15,12 @@
  */
 package org.springframework.ai.vectorstore;
 
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Optional;
+
 import org.springframework.ai.chroma.ChromaApi;
 import org.springframework.ai.chroma.ChromaApi.AddEmbeddingsRequest;
 import org.springframework.ai.chroma.ChromaApi.DeleteEmbeddingsRequest;
@@ -29,8 +35,6 @@ import org.springframework.util.Assert;
 import org.springframework.util.CollectionUtils;
 import org.springframework.util.StringUtils;
 
-import java.util.*;
-
 /**
  * {@link ChromaVectorStore} is a concrete implementation of the {@link VectorStore}
  * interface. It is responsible for adding, deleting, and searching documents based on
@@ -38,7 +42,7 @@ import java.util.*;
  * for embedding calculations. For more information about how it does this, see the
  * official <a href="https://www.trychroma.com/">Chroma website</a>.
  *
- *
+ * @author Christian Tzolov
  */
 public class ChromaVectorStore implements VectorStore, ApplicationListener<ApplicationReadyEvent> {
 

vector-stores/spring-ai-chroma-store/src/main/java/org/springframework/ai/vectorstore/JsonUtils.java

@@ -21,10 +21,6 @@ import java.util.Map;
 import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.databind.ObjectMapper;
 
-/**
- * @author Christian Tzolov
- */
-
 /**
  * Utility class for JSON processing. Provides methods for converting JSON strings to maps
  * and lists, and for converting between lists of different numeric types.

vector-stores/spring-ai-redis/src/main/java/org/springframework/ai/vectorstore/RedisVectorStore.java

@@ -15,8 +15,35 @@
  */
 package org.springframework.ai.vectorstore;
 
+import java.text.MessageFormat;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Optional;
+import java.util.function.Function;
+import java.util.function.Predicate;
+import java.util.stream.Collectors;
+
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
+import redis.clients.jedis.JedisPooled;
+import redis.clients.jedis.Pipeline;
+import redis.clients.jedis.json.Path2;
+import redis.clients.jedis.search.FTCreateParams;
+import redis.clients.jedis.search.IndexDataType;
+import redis.clients.jedis.search.Query;
+import redis.clients.jedis.search.RediSearchUtil;
+import redis.clients.jedis.search.Schema.FieldType;
+import redis.clients.jedis.search.SearchResult;
+import redis.clients.jedis.search.schemafields.NumericField;
+import redis.clients.jedis.search.schemafields.SchemaField;
+import redis.clients.jedis.search.schemafields.TagField;
+import redis.clients.jedis.search.schemafields.TextField;
+import redis.clients.jedis.search.schemafields.VectorField;
+import redis.clients.jedis.search.schemafields.VectorField.VectorAlgorithm;
+
 import org.springframework.ai.document.Document;
 import org.springframework.ai.embedding.EmbeddingClient;
 import org.springframework.ai.vectorstore.filter.FilterExpressionConverter;
@@ -24,19 +51,6 @@ import org.springframework.boot.context.event.ApplicationReadyEvent;
 import org.springframework.context.ApplicationListener;
 import org.springframework.util.Assert;
 import org.springframework.util.CollectionUtils;
-import redis.clients.jedis.JedisPooled;
-import redis.clients.jedis.Pipeline;
-import redis.clients.jedis.json.Path2;
-import redis.clients.jedis.search.*;
-import redis.clients.jedis.search.Schema.FieldType;
-import redis.clients.jedis.search.schemafields.*;
-import redis.clients.jedis.search.schemafields.VectorField.VectorAlgorithm;
-
-import java.text.MessageFormat;
-import java.util.*;
-import java.util.function.Function;
-import java.util.function.Predicate;
-import java.util.stream.Collectors;
 
 /**
  * The RedisVectorStore is for managing and querying vector data in a Redis database. It