diff --git a/agents-flex-core/src/main/java/com/agentsflex/core/document/splitter/RegexDocumentSplitter.java b/agents-flex-core/src/main/java/com/agentsflex/core/document/splitter/RegexDocumentSplitter.java
new file mode 100644
index 0000000..eddca2b
--- /dev/null
+++ b/agents-flex-core/src/main/java/com/agentsflex/core/document/splitter/RegexDocumentSplitter.java
@@ -0,0 +1,56 @@
+/*
+ *  Copyright (c) 2023-2025, Agents-Flex (fuhai999@gmail.com).
+ *  <p>
+ *  Licensed under the Apache License, Version 2.0 (the "License");
+ *  you may not use this file except in compliance with the License.
+ *  You may obtain a copy of the License at
+ *  <p>
+ *  http://www.apache.org/licenses/LICENSE-2.0
+ *  <p>
+ *  Unless required by applicable law or agreed to in writing, software
+ *  distributed under the License is distributed on an "AS IS" BASIS,
+ *  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ *  See the License for the specific language governing permissions and
+ *  limitations under the License.
+ */
+package com.agentsflex.core.document.splitter;
+
+import com.agentsflex.core.document.DocumentSplitter;
+import com.agentsflex.core.document.Document;
+import com.agentsflex.core.document.id.DocumentIdGenerator;
+import com.agentsflex.core.util.StringUtil;
+
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+public class RegexDocumentSplitter implements DocumentSplitter {
+
+    private final String regex;
+
+    public RegexDocumentSplitter(String regex) {
+        this.regex = regex;
+    }
+
+    @Override
+    public List<Document> split(Document document, DocumentIdGenerator idGenerator) {
+        if (document == null || StringUtil.noText(document.getContent())) {
+            return Collections.emptyList();
+        }
+        String[] textArray = document.getContent().split(regex);
+        List<Document> chunks = new ArrayList<>(textArray.length);
+        for (String textString : textArray) {
+            if (StringUtil.noText(textString)) {
+                continue;
+            }
+            Document newDocument = new Document();
+            newDocument.addMetadata(document.getMetadataMap());
+            newDocument.setContent(textString);
+
+            //we should invoke setId after setContent
+            newDocument.setId(idGenerator == null ? null : idGenerator.generateId(newDocument));
+            chunks.add(newDocument);
+        }
+        return chunks;
+    }
+}