diff --git a/README.md b/README.md
index 020527c..70ca387 100644
--- a/README.md
+++ b/README.md
@@ -31,7 +31,7 @@ Easy-Agents 是一个轻量、可扩展的 Java AI 应用开发框架，覆盖
 
 ## 环境要求
 
-- JDK 8+
+- JDK 17+
 - Maven 3.8+
 
 ## 构建与安装
diff --git a/easy-agents-bom/pom.xml b/easy-agents-bom/pom.xml
index b3dedaf..439d3fa 100644
--- a/easy-agents-bom/pom.xml
+++ b/easy-agents-bom/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-bom</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-chat/easy-agents-chat-deepseek/pom.xml b/easy-agents-chat/easy-agents-chat-deepseek/pom.xml
index 155de3b..67bd861 100644
--- a/easy-agents-chat/easy-agents-chat-deepseek/pom.xml
+++ b/easy-agents-chat/easy-agents-chat-deepseek/pom.xml
@@ -12,8 +12,7 @@
     <artifactId>easy-agents-chat-deepseek</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-chat/easy-agents-chat-ollama/pom.xml b/easy-agents-chat/easy-agents-chat-ollama/pom.xml
index 88b9d7f..b08ab97 100644
--- a/easy-agents-chat/easy-agents-chat-ollama/pom.xml
+++ b/easy-agents-chat/easy-agents-chat-ollama/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-chat-ollama</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-chat/easy-agents-chat-openai/pom.xml b/easy-agents-chat/easy-agents-chat-openai/pom.xml
index cc198fd..e358451 100644
--- a/easy-agents-chat/easy-agents-chat-openai/pom.xml
+++ b/easy-agents-chat/easy-agents-chat-openai/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-chat-openai</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-chat/easy-agents-chat-qwen/pom.xml b/easy-agents-chat/easy-agents-chat-qwen/pom.xml
index d7e5ccd..16fbe50 100644
--- a/easy-agents-chat/easy-agents-chat-qwen/pom.xml
+++ b/easy-agents-chat/easy-agents-chat-qwen/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-chat-qwen</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-chat/pom.xml b/easy-agents-chat/pom.xml
index 7e356f8..ad95a75 100644
--- a/easy-agents-chat/pom.xml
+++ b/easy-agents-chat/pom.xml
@@ -21,8 +21,7 @@
     </modules>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-core/pom.xml b/easy-agents-core/pom.xml
index 3c3ec53..235ccfe 100644
--- a/easy-agents-core/pom.xml
+++ b/easy-agents-core/pom.xml
@@ -14,8 +14,7 @@
 
     <properties>
         <poi.version>5.5.1</poi.version>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-document/easy-agents-document-core/pom.xml b/easy-agents-document/easy-agents-document-core/pom.xml
index 19af638..42c0f2d 100644
--- a/easy-agents-document/easy-agents-document-core/pom.xml
+++ b/easy-agents-document/easy-agents-document-core/pom.xml
@@ -14,8 +14,7 @@
     <name>easy-agents-document-core</name>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-document/easy-agents-document-pdf/pom.xml b/easy-agents-document/easy-agents-document-pdf/pom.xml
index 92c4430..f7e36ab 100644
--- a/easy-agents-document/easy-agents-document-pdf/pom.xml
+++ b/easy-agents-document/easy-agents-document-pdf/pom.xml
@@ -14,8 +14,7 @@
     <name>easy-agents-document-pdf</name>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-document/easy-agents-document-pptx/pom.xml b/easy-agents-document/easy-agents-document-pptx/pom.xml
index 30ed3e0..47d6c89 100644
--- a/easy-agents-document/easy-agents-document-pptx/pom.xml
+++ b/easy-agents-document/easy-agents-document-pptx/pom.xml
@@ -14,8 +14,7 @@
     <name>easy-agents-document-pptx</name>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-document/easy-agents-document-xlsx/pom.xml b/easy-agents-document/easy-agents-document-xlsx/pom.xml
index 63b8270..ecca854 100644
--- a/easy-agents-document/easy-agents-document-xlsx/pom.xml
+++ b/easy-agents-document/easy-agents-document-xlsx/pom.xml
@@ -14,8 +14,7 @@
     <name>easy-agents-document-xlsx</name>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-embedding/easy-agents-embedding-ollama/pom.xml b/easy-agents-embedding/easy-agents-embedding-ollama/pom.xml
index f345a3d..1b40a4f 100644
--- a/easy-agents-embedding/easy-agents-embedding-ollama/pom.xml
+++ b/easy-agents-embedding/easy-agents-embedding-ollama/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-embedding-ollama</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-embedding/easy-agents-embedding-openai/pom.xml b/easy-agents-embedding/easy-agents-embedding-openai/pom.xml
index 13988de..78d5db0 100644
--- a/easy-agents-embedding/easy-agents-embedding-openai/pom.xml
+++ b/easy-agents-embedding/easy-agents-embedding-openai/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-embedding-openai</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-embedding/easy-agents-embedding-qwen/pom.xml b/easy-agents-embedding/easy-agents-embedding-qwen/pom.xml
index 701de01..6d15b47 100644
--- a/easy-agents-embedding/easy-agents-embedding-qwen/pom.xml
+++ b/easy-agents-embedding/easy-agents-embedding-qwen/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-embedding-qwen</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-embedding/pom.xml b/easy-agents-embedding/pom.xml
index 9ba97e2..6c5df88 100644
--- a/easy-agents-embedding/pom.xml
+++ b/easy-agents-embedding/pom.xml
@@ -19,8 +19,7 @@
     </modules>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-flow/pom.xml b/easy-agents-flow/pom.xml
index ac8ff6c..3dd4cb0 100644
--- a/easy-agents-flow/pom.xml
+++ b/easy-agents-flow/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-flow</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-image/easy-agents-image-gitee/pom.xml b/easy-agents-image/easy-agents-image-gitee/pom.xml
index d196cf5..2c92836 100644
--- a/easy-agents-image/easy-agents-image-gitee/pom.xml
+++ b/easy-agents-image/easy-agents-image-gitee/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-image-gitee</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-image/easy-agents-image-openai/pom.xml b/easy-agents-image/easy-agents-image-openai/pom.xml
index d9513cc..28d0929 100644
--- a/easy-agents-image/easy-agents-image-openai/pom.xml
+++ b/easy-agents-image/easy-agents-image-openai/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-image-openai</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-image/easy-agents-image-qianfan/pom.xml b/easy-agents-image/easy-agents-image-qianfan/pom.xml
index 9a9f55f..6698c5b 100644
--- a/easy-agents-image/easy-agents-image-qianfan/pom.xml
+++ b/easy-agents-image/easy-agents-image-qianfan/pom.xml
@@ -13,8 +13,7 @@
     <name>easy-agents-image-qianfan</name>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-image/easy-agents-image-qwen/pom.xml b/easy-agents-image/easy-agents-image-qwen/pom.xml
index b743de2..8d4b702 100644
--- a/easy-agents-image/easy-agents-image-qwen/pom.xml
+++ b/easy-agents-image/easy-agents-image-qwen/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-image-qwen</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-image/easy-agents-image-siliconflow/pom.xml b/easy-agents-image/easy-agents-image-siliconflow/pom.xml
index 30a2fec..26cbc00 100644
--- a/easy-agents-image/easy-agents-image-siliconflow/pom.xml
+++ b/easy-agents-image/easy-agents-image-siliconflow/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-image-siliconflow</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-image/easy-agents-image-stability/pom.xml b/easy-agents-image/easy-agents-image-stability/pom.xml
index 3d1f344..8a06ccf 100644
--- a/easy-agents-image/easy-agents-image-stability/pom.xml
+++ b/easy-agents-image/easy-agents-image-stability/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-image-stability</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-image/easy-agents-image-tencent/pom.xml b/easy-agents-image/easy-agents-image-tencent/pom.xml
index fa3877c..4e9a87f 100644
--- a/easy-agents-image/easy-agents-image-tencent/pom.xml
+++ b/easy-agents-image/easy-agents-image-tencent/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-image-tencent</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-image/easy-agents-image-volcengine/pom.xml b/easy-agents-image/easy-agents-image-volcengine/pom.xml
index a4f102a..ef6271e 100644
--- a/easy-agents-image/easy-agents-image-volcengine/pom.xml
+++ b/easy-agents-image/easy-agents-image-volcengine/pom.xml
@@ -13,8 +13,7 @@
     <name>easy-agents-image-volcengine</name>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-image/pom.xml b/easy-agents-image/pom.xml
index 99eb02c..6793b33 100644
--- a/easy-agents-image/pom.xml
+++ b/easy-agents-image/pom.xml
@@ -24,8 +24,7 @@
     </modules>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-mcp/pom.xml b/easy-agents-mcp/pom.xml
index 4bdbf56..fc7672e 100644
--- a/easy-agents-mcp/pom.xml
+++ b/easy-agents-mcp/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-mcp</artifactId>
 
     <properties>
-        <maven.compiler.source>17</maven.compiler.source>
-        <maven.compiler.target>17</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <mcp.version>0.17.0</mcp.version>
     </properties>
diff --git a/easy-agents-rag/easy-agents-rag-core/pom.xml b/easy-agents-rag/easy-agents-rag-core/pom.xml
index 02187a8..de27ce8 100644
--- a/easy-agents-rag/easy-agents-rag-core/pom.xml
+++ b/easy-agents-rag/easy-agents-rag-core/pom.xml
@@ -14,8 +14,7 @@
     <name>easy-agents-rag-core</name>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-rag/easy-agents-rag-enhance/pom.xml b/easy-agents-rag/easy-agents-rag-enhance/pom.xml
index 3112175..5295f46 100644
--- a/easy-agents-rag/easy-agents-rag-enhance/pom.xml
+++ b/easy-agents-rag/easy-agents-rag-enhance/pom.xml
@@ -14,8 +14,7 @@
     <name>easy-agents-rag-enhance</name>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-rag/easy-agents-rag-ingestion/pom.xml b/easy-agents-rag/easy-agents-rag-ingestion/pom.xml
index 2427b5e..a8a0a9a 100644
--- a/easy-agents-rag/easy-agents-rag-ingestion/pom.xml
+++ b/easy-agents-rag/easy-agents-rag-ingestion/pom.xml
@@ -14,8 +14,7 @@
     <name>easy-agents-rag-ingestion</name>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-rag/easy-agents-rag-retrieval/pom.xml b/easy-agents-rag/easy-agents-rag-retrieval/pom.xml
index 914ee08..3c6f527 100644
--- a/easy-agents-rag/easy-agents-rag-retrieval/pom.xml
+++ b/easy-agents-rag/easy-agents-rag-retrieval/pom.xml
@@ -14,8 +14,7 @@
     <name>easy-agents-rag-retrieval</name>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-rerank/easy-agents-rerank-default/pom.xml b/easy-agents-rerank/easy-agents-rerank-default/pom.xml
index a727a71..e16972c 100644
--- a/easy-agents-rerank/easy-agents-rerank-default/pom.xml
+++ b/easy-agents-rerank/easy-agents-rerank-default/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-rerank-default</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-rerank/easy-agents-rerank-gitee/pom.xml b/easy-agents-rerank/easy-agents-rerank-gitee/pom.xml
index a7ba3f0..3f47ec4 100644
--- a/easy-agents-rerank/easy-agents-rerank-gitee/pom.xml
+++ b/easy-agents-rerank/easy-agents-rerank-gitee/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-rerank-gitee</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-rerank/pom.xml b/easy-agents-rerank/pom.xml
index b9d10d7..e21c182 100644
--- a/easy-agents-rerank/pom.xml
+++ b/easy-agents-rerank/pom.xml
@@ -19,8 +19,7 @@
     </modules>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-samples/easy-agents-helloworld/pom.xml b/easy-agents-samples/easy-agents-helloworld/pom.xml
index a3d6120..41857a4 100644
--- a/easy-agents-samples/easy-agents-helloworld/pom.xml
+++ b/easy-agents-samples/easy-agents-helloworld/pom.xml
@@ -9,8 +9,7 @@
     <version>1.0-SNAPSHOT</version>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-search-engine/easy-agents-search-engine-es/pom.xml b/easy-agents-search-engine/easy-agents-search-engine-es/pom.xml
index 3f17e44..e894b27 100644
--- a/easy-agents-search-engine/easy-agents-search-engine-es/pom.xml
+++ b/easy-agents-search-engine/easy-agents-search-engine-es/pom.xml
@@ -11,8 +11,7 @@
     <artifactId>easy-agents-search-engine-es</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-search-engine/easy-agents-search-engine-lucene/pom.xml b/easy-agents-search-engine/easy-agents-search-engine-lucene/pom.xml
index a95d57e..687fdc4 100644
--- a/easy-agents-search-engine/easy-agents-search-engine-lucene/pom.xml
+++ b/easy-agents-search-engine/easy-agents-search-engine-lucene/pom.xml
@@ -13,8 +13,7 @@
     <properties>
         <jcseg.version>2.6.3</jcseg.version>
         <lucene.version>8.11.1</lucene.version>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-search-engine/easy-agents-search-engine-service/pom.xml b/easy-agents-search-engine/easy-agents-search-engine-service/pom.xml
index 66ff78a..8504c68 100644
--- a/easy-agents-search-engine/easy-agents-search-engine-service/pom.xml
+++ b/easy-agents-search-engine/easy-agents-search-engine-service/pom.xml
@@ -12,8 +12,7 @@
     <artifactId>easy-agents-search-engine-service</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-search-engine/pom.xml b/easy-agents-search-engine/pom.xml
index 9c7665b..c8e93c8 100644
--- a/easy-agents-search-engine/pom.xml
+++ b/easy-agents-search-engine/pom.xml
@@ -13,8 +13,7 @@
     <packaging>pom</packaging>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-spring-boot-starter/pom.xml b/easy-agents-spring-boot-starter/pom.xml
index 7dbd098..b3a7773 100644
--- a/easy-agents-spring-boot-starter/pom.xml
+++ b/easy-agents-spring-boot-starter/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-spring-boot-starter</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-store/easy-agents-store-aliyun/pom.xml b/easy-agents-store/easy-agents-store-aliyun/pom.xml
index 41bef1b..189e627 100644
--- a/easy-agents-store/easy-agents-store-aliyun/pom.xml
+++ b/easy-agents-store/easy-agents-store-aliyun/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-store-aliyun</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-store/easy-agents-store-chroma/pom.xml b/easy-agents-store/easy-agents-store-chroma/pom.xml
index ed36ed0..cbac86f 100644
--- a/easy-agents-store/easy-agents-store-chroma/pom.xml
+++ b/easy-agents-store/easy-agents-store-chroma/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-store-chroma</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-store/easy-agents-store-elasticsearch/pom.xml b/easy-agents-store/easy-agents-store-elasticsearch/pom.xml
index 165b231..98f0558 100644
--- a/easy-agents-store/easy-agents-store-elasticsearch/pom.xml
+++ b/easy-agents-store/easy-agents-store-elasticsearch/pom.xml
@@ -15,9 +15,7 @@
     <properties>
         <elasticsearch.version>8.15.0</elasticsearch.version>
         <jackson.version>2.17.0</jackson.version>
-
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-store/easy-agents-store-milvus/pom.xml b/easy-agents-store/easy-agents-store-milvus/pom.xml
index 12ab8e5..3c9df10 100644
--- a/easy-agents-store/easy-agents-store-milvus/pom.xml
+++ b/easy-agents-store/easy-agents-store-milvus/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-store-milvus</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-store/easy-agents-store-opensearch/pom.xml b/easy-agents-store/easy-agents-store-opensearch/pom.xml
index 36011d0..e618027 100644
--- a/easy-agents-store/easy-agents-store-opensearch/pom.xml
+++ b/easy-agents-store/easy-agents-store-opensearch/pom.xml
@@ -16,9 +16,7 @@
         <opensearch.version>2.13.0</opensearch.version>
         <httpclient5.version>5.1.4</httpclient5.version>
         <httpcore5-h2>5.1.4</httpcore5-h2>
-
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-store/easy-agents-store-pgvector/pom.xml b/easy-agents-store/easy-agents-store-pgvector/pom.xml
index 5a8a224..10b260f 100644
--- a/easy-agents-store/easy-agents-store-pgvector/pom.xml
+++ b/easy-agents-store/easy-agents-store-pgvector/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-store-pgvector</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-store/easy-agents-store-qcloud/pom.xml b/easy-agents-store/easy-agents-store-qcloud/pom.xml
index ed61ca8..e2acee6 100644
--- a/easy-agents-store/easy-agents-store-qcloud/pom.xml
+++ b/easy-agents-store/easy-agents-store-qcloud/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-store-qcloud</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-store/easy-agents-store-qdrant/pom.xml b/easy-agents-store/easy-agents-store-qdrant/pom.xml
index 7190f4c..2cefee2 100644
--- a/easy-agents-store/easy-agents-store-qdrant/pom.xml
+++ b/easy-agents-store/easy-agents-store-qdrant/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-store-qdrant</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-store/easy-agents-store-redis/pom.xml b/easy-agents-store/easy-agents-store-redis/pom.xml
index 8403274..759c9b8 100644
--- a/easy-agents-store/easy-agents-store-redis/pom.xml
+++ b/easy-agents-store/easy-agents-store-redis/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-store-redis</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-store/easy-agents-store-vectorex/pom.xml b/easy-agents-store/easy-agents-store-vectorex/pom.xml
index 2886cae..94e1cde 100644
--- a/easy-agents-store/easy-agents-store-vectorex/pom.xml
+++ b/easy-agents-store/easy-agents-store-vectorex/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-store-vectorex</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-store/easy-agents-store-vectorexdb/pom.xml b/easy-agents-store/easy-agents-store-vectorexdb/pom.xml
index 5ade0dd..f4eb8da 100644
--- a/easy-agents-store/easy-agents-store-vectorexdb/pom.xml
+++ b/easy-agents-store/easy-agents-store-vectorexdb/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-store-vectorexdb</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
     <dependencies>
diff --git a/easy-agents-store/pom.xml b/easy-agents-store/pom.xml
index a127212..9af3f35 100644
--- a/easy-agents-store/pom.xml
+++ b/easy-agents-store/pom.xml
@@ -28,8 +28,7 @@
     </modules>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-support/pom.xml b/easy-agents-support/pom.xml
index f5f7b8a..b25b315 100644
--- a/easy-agents-support/pom.xml
+++ b/easy-agents-support/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-support</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-tool/easy-agents-tool-javascript/pom.xml b/easy-agents-tool/easy-agents-tool-javascript/pom.xml
index e8dc66c..0ea8570 100644
--- a/easy-agents-tool/easy-agents-tool-javascript/pom.xml
+++ b/easy-agents-tool/easy-agents-tool-javascript/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-tool-javascript</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-tool/easy-agents-tool-python/pom.xml b/easy-agents-tool/easy-agents-tool-python/pom.xml
index 4c85c6a..4b22810 100644
--- a/easy-agents-tool/easy-agents-tool-python/pom.xml
+++ b/easy-agents-tool/easy-agents-tool-python/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-tool-python</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-tool/easy-agents-tool-shell/pom.xml b/easy-agents-tool/easy-agents-tool-shell/pom.xml
index 8d0a342..c0f01f7 100644
--- a/easy-agents-tool/easy-agents-tool-shell/pom.xml
+++ b/easy-agents-tool/easy-agents-tool-shell/pom.xml
@@ -13,8 +13,7 @@
     <artifactId>easy-agents-tool-shell</artifactId>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/easy-agents-tool/pom.xml b/easy-agents-tool/pom.xml
index 0a0dbc9..2081039 100644
--- a/easy-agents-tool/pom.xml
+++ b/easy-agents-tool/pom.xml
@@ -19,8 +19,7 @@
     </modules>
 
     <properties>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
diff --git a/pom.xml b/pom.xml
index 4d69dfc..f3836d5 100644
--- a/pom.xml
+++ b/pom.xml
@@ -34,8 +34,7 @@
     <properties>
         <!-- Easy-Agents Version -->
         <revision>0.0.1</revision>
-        <maven.compiler.source>8</maven.compiler.source>
-        <maven.compiler.target>8</maven.compiler.target>
+        <maven.compiler.release>17</maven.compiler.release>
         <maven-flatten.version>1.3.0</maven-flatten.version>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <slf4j.version>1.7.29</slf4j.version>
@@ -450,8 +449,7 @@
                 <artifactId>maven-compiler-plugin</artifactId>
                 <version>3.13.0</version>
                 <configuration>
-                    <source>${maven.compiler.source}</source>
-                    <target>${maven.compiler.target}</target>
+                    <release>${maven.compiler.release}</release>
                     <encoding>UTF-8</encoding>
                 </configuration>
             </plugin>
@@ -512,7 +510,7 @@
                     <linksource>true</linksource>
                     <additionalparam>-Xdoclint:none</additionalparam>
                     <detectJavaApiLink>true</detectJavaApiLink>
-                    <source>8</source>
+                    <source>17</source>
                 </configuration>
                 <executions>
                     <execution>