diff --git a/veadk/agent.py b/veadk/agent.py
index 82e3eb1e..5defd0f3 100644
--- a/veadk/agent.py
+++ b/veadk/agent.py
@@ -56,6 +56,11 @@
 from veadk.utils.patches import patch_asyncio, patch_tracer
 from veadk.utils.misc import check_litellm_version
 from veadk.version import VERSION
+from veadk.prompts.prompt_example import (
+    ExampleTool,
+    _convert_to_adk_examples,
+    AgentExample,
+)
 
 patch_tracer()
 patch_asyncio()
@@ -140,6 +145,8 @@ class Agent(LlmAgent):
 
     enable_authz: bool = False
 
+    examples: list[AgentExample] = Field(default_factory=list)
+
     def model_post_init(self, __context: Any) -> None:
         super().model_post_init(None)  # for sub_agents init
 
@@ -258,6 +265,11 @@ def model_post_init(self, __context: Any) -> None:
         if self.prompt_manager:
             self.instruction = self.prompt_manager.get_prompt
 
+        if self.examples:
+            adk_examples = _convert_to_adk_examples(self.examples)
+            self.tools.append(ExampleTool(adk_examples))
+            logger.info(f"Added {len(self.examples)} examples to agent")
+
         logger.info(f"VeADK version: {VERSION}")
 
         logger.info(f"{self.__class__.__name__} `{self.name}` init done.")
diff --git a/veadk/prompts/prompt_example.py b/veadk/prompts/prompt_example.py
new file mode 100644
index 00000000..8943c983
--- /dev/null
+++ b/veadk/prompts/prompt_example.py
@@ -0,0 +1,57 @@
+# Copyright (c) 2025 Beijing Volcano Engine Technology Co., Ltd. and/or its affiliates.
+#
+# 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
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# 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.
+
+from typing import Any, Union
+from pydantic import BaseModel, Field
+from google.genai import types
+from google.adk.examples.example import Example
+
+
+class FunctionCallExample(BaseModel):
+    """Represents a function call output in an example."""
+
+    func_name: str
+    func_args: dict[str, Any] = Field(default_factory=dict)
+
+
+class AgentExample(BaseModel):
+    """A few-shot example for the agent.
+
+    Attributes:
+        input: User input text.
+        output: Expected output - text string or function call.
+    """
+
+    input: str
+    output: Union[str, FunctionCallExample]
+
+
+def _convert_to_adk_examples(examples: list[AgentExample]) -> list[Example]:
+    """Convert AgentExample list to ADK Example list."""
+    result = []
+    for ex in examples:
+        input_content = types.Content(
+            role="user", parts=[types.Part.from_text(text=ex.input)]
+        )
+        if isinstance(ex.output, str):
+            output_parts = [types.Part.from_text(text=ex.output)]
+        else:
+            output_parts = [
+                types.Part.from_function_call(
+                    name=ex.output.func_name, args=ex.output.func_args
+                )
+            ]
+        output_content = [types.Content(role="model", parts=output_parts)]
+        result.append(Example(input=input_content, output=output_content))
+    return result