diff --git a/auth/api/pom.xml b/auth/api/pom.xml
index c3f97fb87..9fa621fa7 100644
--- a/auth/api/pom.xml
+++ b/auth/api/pom.xml
@@ -34,8 +34,8 @@
     </dependencies>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.source>21</maven.compiler.source>
+        <maven.compiler.target>21</maven.compiler.target>
     </properties>
 
 </project>
\ No newline at end of file
diff --git a/common/src/main/java/com/tencent/supersonic/common/calcite/SemanticSqlConformance.java b/common/src/main/java/com/tencent/supersonic/common/calcite/SemanticSqlConformance.java
index 06107c2b6..8e900007b 100644
--- a/common/src/main/java/com/tencent/supersonic/common/calcite/SemanticSqlConformance.java
+++ b/common/src/main/java/com/tencent/supersonic/common/calcite/SemanticSqlConformance.java
@@ -77,11 +77,6 @@ public class SemanticSqlConformance implements SqlConformance {
         return SqlConformanceEnum.BIG_QUERY.isMinusAllowed();
     }
 
-    @Override
-    public boolean isRegexReplaceCaptureGroupDollarIndexed() {
-        return SqlConformanceEnum.BIG_QUERY.isRegexReplaceCaptureGroupDollarIndexed();
-    }
-
     @Override
     public boolean isApplyAllowed() {
         return SqlConformanceEnum.BIG_QUERY.isApplyAllowed();
diff --git a/common/src/main/java/dev/langchain4j/inmemory/spring/InMemoryAutoConfig.java b/common/src/main/java/dev/langchain4j/inmemory/spring/InMemoryAutoConfig.java
index 5b19c05e4..d78f8838e 100644
--- a/common/src/main/java/dev/langchain4j/inmemory/spring/InMemoryAutoConfig.java
+++ b/common/src/main/java/dev/langchain4j/inmemory/spring/InMemoryAutoConfig.java
@@ -1,9 +1,9 @@
 package dev.langchain4j.inmemory.spring;
 
-import dev.langchain4j.model.embedding.AllMiniLmL6V2QuantizedEmbeddingModel;
-import dev.langchain4j.model.embedding.BgeSmallZhEmbeddingModel;
 import dev.langchain4j.model.embedding.EmbeddingModel;
 import dev.langchain4j.model.embedding.S2OnnxEmbeddingModel;
+import dev.langchain4j.model.embedding.onnx.allminilml6v2q.AllMiniLmL6V2QuantizedEmbeddingModel;
+import dev.langchain4j.model.embedding.onnx.bgesmallzh.BgeSmallZhEmbeddingModel;
 import dev.langchain4j.provider.EmbeddingModelConstant;
 import dev.langchain4j.store.embedding.EmbeddingStoreFactory;
 import org.apache.commons.lang3.StringUtils;
diff --git a/common/src/main/java/dev/langchain4j/model/embedding/S2OnnxEmbeddingModel.java b/common/src/main/java/dev/langchain4j/model/embedding/S2OnnxEmbeddingModel.java
index 45db6c414..cfb13906a 100644
--- a/common/src/main/java/dev/langchain4j/model/embedding/S2OnnxEmbeddingModel.java
+++ b/common/src/main/java/dev/langchain4j/model/embedding/S2OnnxEmbeddingModel.java
@@ -1,5 +1,8 @@
 package dev.langchain4j.model.embedding;
 
+import dev.langchain4j.model.embedding.onnx.AbstractInProcessEmbeddingModel;
+import dev.langchain4j.model.embedding.onnx.OnnxBertBiEncoder;
+import dev.langchain4j.model.embedding.onnx.PoolingMode;
 import org.apache.commons.lang3.StringUtils;
 
 import java.io.IOException;
@@ -9,6 +12,7 @@ import java.nio.file.Files;
 import java.nio.file.Path;
 import java.nio.file.Paths;
 import java.util.Objects;
+import java.util.concurrent.Executors;
 
 /**
  * An embedding model that runs within your Java application's process. Any BERT-based model (e.g.,
@@ -25,6 +29,7 @@ public class S2OnnxEmbeddingModel extends AbstractInProcessEmbeddingModel {
     private static volatile String cachedVocabularyPath;
 
     public S2OnnxEmbeddingModel(String pathToModel, String vocabularyPath) {
+        super(Executors.newSingleThreadExecutor());
         if (shouldReloadModel(pathToModel, vocabularyPath)) {
             synchronized (S2OnnxEmbeddingModel.class) {
                 if (shouldReloadModel(pathToModel, vocabularyPath)) {
@@ -61,7 +66,7 @@ public class S2OnnxEmbeddingModel extends AbstractInProcessEmbeddingModel {
 
     static OnnxBertBiEncoder loadFromFileSystem(Path pathToModel, URL vocabularyFile) {
         try {
-            return new OnnxBertBiEncoder(Files.newInputStream(pathToModel), vocabularyFile,
+            return new OnnxBertBiEncoder(Files.newInputStream(pathToModel), vocabularyFile.openStream(),
                     PoolingMode.MEAN);
         } catch (IOException e) {
             throw new RuntimeException(e);
diff --git a/common/src/main/java/dev/langchain4j/provider/EmbeddingModelConstant.java b/common/src/main/java/dev/langchain4j/provider/EmbeddingModelConstant.java
index ccadba509..85feb9b25 100644
--- a/common/src/main/java/dev/langchain4j/provider/EmbeddingModelConstant.java
+++ b/common/src/main/java/dev/langchain4j/provider/EmbeddingModelConstant.java
@@ -1,8 +1,8 @@
 package dev.langchain4j.provider;
 
-import dev.langchain4j.model.embedding.AllMiniLmL6V2QuantizedEmbeddingModel;
-import dev.langchain4j.model.embedding.BgeSmallZhEmbeddingModel;
 import dev.langchain4j.model.embedding.EmbeddingModel;
+import dev.langchain4j.model.embedding.onnx.allminilml6v2q.AllMiniLmL6V2QuantizedEmbeddingModel;
+import dev.langchain4j.model.embedding.onnx.bgesmallzh.BgeSmallZhEmbeddingModel;
 import org.springframework.stereotype.Service;
 
 @Service
diff --git a/common/src/main/java/dev/langchain4j/store/embedding/milvus/MilvusEmbeddingStore.java b/common/src/main/java/dev/langchain4j/store/embedding/milvus/MilvusEmbeddingStore.java
index a2eb5718e..1097964e1 100644
--- a/common/src/main/java/dev/langchain4j/store/embedding/milvus/MilvusEmbeddingStore.java
+++ b/common/src/main/java/dev/langchain4j/store/embedding/milvus/MilvusEmbeddingStore.java
@@ -57,6 +57,7 @@ public class MilvusEmbeddingStore implements EmbeddingStore<TextSegment> {
     private final ConsistencyLevelEnum consistencyLevel;
     private final boolean retrieveEmbeddingsOnSearch;
     private final boolean autoFlushOnInsert;
+    private final FieldDefinition fieldDefinition;
 
     public MilvusEmbeddingStore(String host, Integer port, String collectionName, Integer dimension,
             IndexType indexType, MetricType metricType, String uri, String token, String username,
@@ -78,11 +79,15 @@ public class MilvusEmbeddingStore implements EmbeddingStore<TextSegment> {
         this.retrieveEmbeddingsOnSearch = getOrDefault(retrieveEmbeddingsOnSearch, false);
         this.autoFlushOnInsert = getOrDefault(autoFlushOnInsert, false);
 
+        // Define the field structure for the collection
+        this.fieldDefinition = new FieldDefinition(ID_FIELD_NAME, TEXT_FIELD_NAME,
+            METADATA_FIELD_NAME, VECTOR_FIELD_NAME);
+
         if (!hasCollection(this.milvusClient, this.collectionName)) {
-            createCollection(this.milvusClient, this.collectionName,
-                    ensureNotNull(dimension, "dimension"));
-            createIndex(this.milvusClient, this.collectionName, getOrDefault(indexType, FLAT),
-                    this.metricType);
+            createCollection(this.milvusClient, this.collectionName, fieldDefinition,
+            ensureNotNull(dimension, "dimension"));
+            createIndex(this.milvusClient, this.collectionName, VECTOR_FIELD_NAME,
+            getOrDefault(indexType, FLAT), this.metricType);
         }
 
         loadCollectionInMemory(this.milvusClient, collectionName);
@@ -128,7 +133,7 @@ public class MilvusEmbeddingStore implements EmbeddingStore<TextSegment> {
     public EmbeddingSearchResult<TextSegment> search(
             EmbeddingSearchRequest embeddingSearchRequest) {
 
-        SearchParam searchParam = buildSearchRequest(collectionName,
+        SearchParam searchParam = buildSearchRequest(collectionName, fieldDefinition,
                 embeddingSearchRequest.queryEmbedding().vectorAsList(),
                 embeddingSearchRequest.filter(), embeddingSearchRequest.maxResults(), metricType,
                 consistencyLevel);
@@ -137,7 +142,7 @@ public class MilvusEmbeddingStore implements EmbeddingStore<TextSegment> {
                 CollectionOperationsExecutor.search(milvusClient, searchParam);
 
         List<EmbeddingMatch<TextSegment>> matches = toEmbeddingMatches(milvusClient, resultsWrapper,
-                collectionName, consistencyLevel, retrieveEmbeddingsOnSearch);
+                collectionName, fieldDefinition, consistencyLevel, retrieveEmbeddingsOnSearch);
 
         List<EmbeddingMatch<TextSegment>> result =
                 matches.stream().filter(match -> match.score() >= embeddingSearchRequest.minScore())
@@ -226,7 +231,7 @@ public class MilvusEmbeddingStore implements EmbeddingStore<TextSegment> {
     @Override
     public void removeAll(Filter filter) {
         ensureNotNull(filter, "filter");
-        removeForVector(this.milvusClient, this.collectionName, map(filter));
+        removeForVector(this.milvusClient, this.collectionName, map(filter, METADATA_FIELD_NAME));
     }
 
     /**
diff --git a/headless/core/pom.xml b/headless/core/pom.xml
index d4e829879..c230b96de 100644
--- a/headless/core/pom.xml
+++ b/headless/core/pom.xml
@@ -64,7 +64,7 @@
         <dependency>
             <groupId>com.alibaba</groupId>
             <artifactId>transmittable-thread-local</artifactId>
-            <version>${transmittable.thread.local.version}</version>
+            <version>${transmittable.version}</version>
         </dependency>
         <dependency>
             <groupId>org.aspectj</groupId>
diff --git a/headless/server/src/main/java/com/tencent/supersonic/headless/server/task/MetaEmbeddingTask.java b/headless/server/src/main/java/com/tencent/supersonic/headless/server/task/MetaEmbeddingTask.java
index 2b4dce434..e546a9847 100644
--- a/headless/server/src/main/java/com/tencent/supersonic/headless/server/task/MetaEmbeddingTask.java
+++ b/headless/server/src/main/java/com/tencent/supersonic/headless/server/task/MetaEmbeddingTask.java
@@ -44,10 +44,8 @@ public class MetaEmbeddingTask implements CommandLineRunner {
 
     private void embeddingStorePersistFile() {
         EmbeddingStoreFactory embeddingStoreFactory = EmbeddingStoreFactoryProvider.getFactory();
-        if (embeddingStoreFactory instanceof InMemoryEmbeddingStoreFactory) {
+        if (embeddingStoreFactory instanceof InMemoryEmbeddingStoreFactory inMemoryFactory) {
             long startTime = System.currentTimeMillis();
-            InMemoryEmbeddingStoreFactory inMemoryFactory =
-                    (InMemoryEmbeddingStoreFactory) embeddingStoreFactory;
             inMemoryFactory.persistFile();
             long duration = System.currentTimeMillis() - startTime;
             log.info("Embedding file has been regularly persisted in {} milliseconds", duration);
diff --git a/launchers/chat/pom.xml b/launchers/chat/pom.xml
index 10f396b7d..0132f67f0 100644
--- a/launchers/chat/pom.xml
+++ b/launchers/chat/pom.xml
@@ -60,7 +60,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-jar-plugin</artifactId>
-                <version>2.4</version>
+                <version>3.4.2</version>
                 <configuration>
                     <excludes>
                         <exclude>*.*</exclude>
@@ -70,7 +70,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-assembly-plugin</artifactId>
-                <version>2.4</version>
+                <version>3.7.1</version>
                 <configuration>
                     <tarLongFileMode>gnu</tarLongFileMode>
                     <skipAssembly>false</skipAssembly>
diff --git a/launchers/headless/pom.xml b/launchers/headless/pom.xml
index 531a3f17f..6fe06b97e 100644
--- a/launchers/headless/pom.xml
+++ b/launchers/headless/pom.xml
@@ -12,8 +12,8 @@
     <artifactId>launchers-headless</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.source>21</maven.compiler.source>
+        <maven.compiler.target>21</maven.compiler.target>
         <start-class>com.tencent.supersonic.HeadlessLauncher</start-class>
     </properties>
 
@@ -71,7 +71,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-jar-plugin</artifactId>
-                <version>2.4</version>
+                <version>3.4.2</version>
                 <configuration>
                     <excludes>
                         <exclude>*.*</exclude>
@@ -81,7 +81,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-assembly-plugin</artifactId>
-                <version>2.4</version>
+                <version>3.7.1</version>
                 <configuration>
                     <tarLongFileMode>gnu</tarLongFileMode>
                     <skipAssembly>false</skipAssembly>
diff --git a/launchers/pom.xml b/launchers/pom.xml
index 451cb27b9..773da1313 100644
--- a/launchers/pom.xml
+++ b/launchers/pom.xml
@@ -20,7 +20,7 @@
     </modules>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.source>21</maven.compiler.source>
+        <maven.compiler.target>21</maven.compiler.target>
     </properties>
 </project>
diff --git a/launchers/standalone/pom.xml b/launchers/standalone/pom.xml
index f4d8322ee..71a087b3d 100644
--- a/launchers/standalone/pom.xml
+++ b/launchers/standalone/pom.xml
@@ -55,8 +55,8 @@
         </dependency>
 
         <dependency>
-            <groupId>mysql</groupId>
-            <artifactId>mysql-connector-java</artifactId>
+            <groupId>com.mysql</groupId>
+            <artifactId>mysql-connector-j</artifactId>
         </dependency>
 
         <dependency>
@@ -149,7 +149,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-jar-plugin</artifactId>
-                <version>2.4</version>
+                <version>3.4.2</version>
                 <configuration>
                     <excludes>
                         <exclude>*.*</exclude>
@@ -159,7 +159,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-assembly-plugin</artifactId>
-                <version>2.4</version>
+                <version>3.7.1</version>
                 <configuration>
                     <tarLongFileMode>gnu</tarLongFileMode>
                     <skipAssembly>false</skipAssembly>
diff --git a/pom.xml b/pom.xml
index 954ff9cc7..92921c6f2 100644
--- a/pom.xml
+++ b/pom.xml
@@ -22,7 +22,7 @@
     <parent>
         <groupId>org.springframework.boot</groupId>
         <artifactId>spring-boot-starter-parent</artifactId>
-        <version>3.2.4</version>
+        <version>3.3.9</version>
     </parent>
 
     <properties>
@@ -32,55 +32,54 @@
         <maven.compiler.source>21</maven.compiler.source>
         <maven.compiler.target>21</maven.compiler.target>
         <file.encoding>UTF-8</file.encoding>
-        <jsqlparser.version>4.7</jsqlparser.version>
+        <jsqlparser.version>4.9</jsqlparser.version>
         <pagehelper.version>6.1.0</pagehelper.version>
         <pagehelper.spring.version>2.1.0</pagehelper.spring.version>
-        <mybatis.version>3.5.3</mybatis.version>
+        <mybatis.version>3.5.19</mybatis.version>
         <guava.version>32.0.0-jre</guava.version>
-        <hanlp.version>portable-1.8.3</hanlp.version>
+        <hanlp.version>portable-1.8.4</hanlp.version>
         <hadoop.version>2.7.2</hadoop.version>
         <commons.lang.version>2.6</commons.lang.version>
         <commons.lang3.version>3.7</commons.lang3.version>
         <org.testng.version>6.13.1</org.testng.version>
         <yaml.utils.version>2.14.1</yaml.utils.version>
-        <transmittable.thread.local.version>2.12.1</transmittable.thread.local.version>
-        <jjwt.version>0.12.3</jjwt.version>
+        <jjwt.version>0.12.6</jjwt.version>
         <alibaba.druid.version>1.2.24</alibaba.druid.version>
-        <mysql.connector.java.version>5.1.46</mysql.connector.java.version>
+        <mysql.connector.java.version>9.2.0</mysql.connector.java.version>
         <kyuubi.version>1.10.1</kyuubi.version>
         <presto.version>0.291</presto.version>
         <trino.version>471</trino.version>
-        <mybatis.plus.version>3.5.7</mybatis.plus.version>
-        <httpclient5.version>5.4.1</httpclient5.version>
+        <mybatis.plus.version>3.5.10.1</mybatis.plus.version>
+        <httpclient5.version>5.4.2</httpclient5.version>
 <!--        <httpcore.version>4.4.16</httpcore.version>-->
-        <httpcore5.version>5.3.1</httpcore5.version>
+        <httpcore5.version>5.3.3</httpcore5.version>
         <clickhouse.jdbc.version>0.4.6</clickhouse.jdbc.version>
-        <fastjson.version>2.0.40</fastjson.version>
+        <fastjson.version>2.0.56</fastjson.version>
         <dozer.verson>7.0.0</dozer.verson>
 <!--        <httpmime.version>4.5.6</httpmime.version>-->
-        <transmittable.version>2.12.1</transmittable.version>
-        <commons.compress.version>1.26.0</commons.compress.version>
+        <transmittable.version>2.14.5</transmittable.version>
+        <commons.compress.version>1.27.1</commons.compress.version>
         <jetty.util.version>6.1.26</jetty.util.version>
         <!--<spring.version>2.7.2</spring.version>-->
         <jsonpath.version>2.8.0</jsonpath.version>
-        <calcite.version>1.37.0</calcite.version>
-        <calcite.avatica.version>1.23.0</calcite.avatica.version>
+        <calcite.version>1.38.0</calcite.version>
+        <calcite.avatica.version>1.26.0</calcite.avatica.version>
         <xk.time.version>3.2.4</xk.time.version>
         <mockito-inline.version>4.5.1</mockito-inline.version>
-        <easyexcel.version>2.2.6</easyexcel.version>
+        <easyexcel.version>2.2.11</easyexcel.version>
         <poi.version>3.17</poi.version>
-        <langchain4j.version>0.35.0</langchain4j.version>
-        <langchain4j.embedding.version>0.27.1</langchain4j.embedding.version>
+        <langchain4j.version>0.36.2</langchain4j.version>
+        <langchain4j.embedding.version>0.36.2</langchain4j.embedding.version>
 <!--        <postgresql.version>42.7.1</postgresql.version>-->
         <st.version>4.0.8</st.version>
         <duckdb_jdbc.version>0.10.0</duckdb_jdbc.version>
         <flight-sql.version>15.0.2</flight-sql.version>
         <arrow-jdbc.version>15.0.2</arrow-jdbc.version>
         <flight-sql-jdbc-driver.version>15.0.2</flight-sql-jdbc-driver.version>
-        <gson.version>2.10.1</gson.version>
+        <gson.version>2.12.1</gson.version>
         <spotless.version>2.27.1</spotless.version>
         <spotless.skip>false</spotless.skip>
-        <stax2.version>4.2.1</stax2.version>
+        <stax2.version>4.2.2</stax2.version>
         <aws-java-sdk.version>1.12.780</aws-java-sdk.version>
         <jgrapht.version>1.5.2</jgrapht.version>
     </properties>
@@ -208,8 +207,8 @@
                 <version>${stax2.version}</version>
             </dependency>
             <dependency>
-                <groupId>mysql</groupId>
-                <artifactId>mysql-connector-java</artifactId>
+                <groupId>com.mysql</groupId>
+                <artifactId>mysql-connector-j</artifactId>
                 <version>${mysql.connector.java.version}</version>
             </dependency>
             <dependency>
@@ -324,12 +323,24 @@
                 <plugin>
                     <groupId>org.sonarsource.scanner.maven</groupId>
                     <artifactId>sonar-maven-plugin</artifactId>
-                    <version>3.6.0.1398</version>
+                    <version>3.6.1.1688</version>
                 </plugin>
                 <plugin>
                     <groupId>org.apache.maven.plugins</groupId>
                     <artifactId>maven-surefire-plugin</artifactId>
-                    <version>2.22.2</version>
+                    <version>3.5.2</version>
+                    <dependencies>
+                        <dependency>
+                            <groupId>org.junit.jupiter</groupId>
+                            <artifactId>junit-jupiter</artifactId>
+                            <version>5.11.4</version>
+                        </dependency>
+                        <dependency>
+                            <groupId>org.junit.platform</groupId>
+                            <artifactId>junit-platform-launcher</artifactId>
+                            <version>1.11.4</version>
+                        </dependency>
+                    </dependencies>
                     <configuration>
                         <systemPropertyVariables>
                             <net.bytebuddy.experimental>true</net.bytebuddy.experimental>