diff --git a/astrbot/core/agent/runners/coze_agent_runner.py b/astrbot/core/agent/runners/coze/coze_agent_runner.py
similarity index 98%
rename from astrbot/core/agent/runners/coze_agent_runner.py
rename to astrbot/core/agent/runners/coze/coze_agent_runner.py
index 885eef699..a8300bb71 100644
--- a/astrbot/core/agent/runners/coze_agent_runner.py
+++ b/astrbot/core/agent/runners/coze/coze_agent_runner.py
@@ -11,12 +11,12 @@ from astrbot.core.provider.entities import (
     LLMResponse,
     ProviderRequest,
 )
-from astrbot.core.provider.sources.coze_api_client import CozeAPIClient
 
-from ..hooks import BaseAgentRunHooks
-from ..response import AgentResponseData
-from ..run_context import ContextWrapper, TContext
-from .base import AgentResponse, AgentState, BaseAgentRunner
+from ...hooks import BaseAgentRunHooks
+from ...response import AgentResponseData
+from ...run_context import ContextWrapper, TContext
+from ..base import AgentResponse, AgentState, BaseAgentRunner
+from .coze_api_client import CozeAPIClient
 
 if sys.version_info >= (3, 12):
     from typing import override
diff --git a/astrbot/core/provider/sources/coze_api_client.py b/astrbot/core/agent/runners/coze/coze_api_client.py
similarity index 100%
rename from astrbot/core/provider/sources/coze_api_client.py
rename to astrbot/core/agent/runners/coze/coze_api_client.py
diff --git a/astrbot/core/agent/runners/dashscope_agent_runner.py b/astrbot/core/agent/runners/dashscope/dashscope_agent_runner.py
similarity index 98%
rename from astrbot/core/agent/runners/dashscope_agent_runner.py
rename to astrbot/core/agent/runners/dashscope/dashscope_agent_runner.py
index b06187802..7a095a60b 100644
--- a/astrbot/core/agent/runners/dashscope_agent_runner.py
+++ b/astrbot/core/agent/runners/dashscope/dashscope_agent_runner.py
@@ -17,10 +17,10 @@ from astrbot.core.provider.entities import (
     ProviderRequest,
 )
 
-from ..hooks import BaseAgentRunHooks
-from ..response import AgentResponseData
-from ..run_context import ContextWrapper, TContext
-from .base import AgentResponse, AgentState, BaseAgentRunner
+from ...hooks import BaseAgentRunHooks
+from ...response import AgentResponseData
+from ...run_context import ContextWrapper, TContext
+from ..base import AgentResponse, AgentState, BaseAgentRunner
 
 if sys.version_info >= (3, 12):
     from typing import override
diff --git a/astrbot/core/agent/runners/dify_agent_runner.py b/astrbot/core/agent/runners/dify/dify_agent_runner.py
similarity index 97%
rename from astrbot/core/agent/runners/dify_agent_runner.py
rename to astrbot/core/agent/runners/dify/dify_agent_runner.py
index 1433cfdf4..c586cc550 100644
--- a/astrbot/core/agent/runners/dify_agent_runner.py
+++ b/astrbot/core/agent/runners/dify/dify_agent_runner.py
@@ -11,13 +11,13 @@ from astrbot.core.provider.entities import (
     ProviderRequest,
 )
 from astrbot.core.utils.astrbot_path import get_astrbot_data_path
-from astrbot.core.utils.dify_api_client import DifyAPIClient
 from astrbot.core.utils.io import download_file
 
-from ..hooks import BaseAgentRunHooks
-from ..response import AgentResponseData
-from ..run_context import ContextWrapper, TContext
-from .base import AgentResponse, AgentState, BaseAgentRunner
+from ...hooks import BaseAgentRunHooks
+from ...response import AgentResponseData
+from ...run_context import ContextWrapper, TContext
+from ..base import AgentResponse, AgentState, BaseAgentRunner
+from .dify_api_client import DifyAPIClient
 
 if sys.version_info >= (3, 12):
     from typing import override
diff --git a/astrbot/core/utils/dify_api_client.py b/astrbot/core/agent/runners/dify/dify_api_client.py
similarity index 100%
rename from astrbot/core/utils/dify_api_client.py
rename to astrbot/core/agent/runners/dify/dify_api_client.py
diff --git a/astrbot/core/pipeline/process_stage/method/agent_sub_stages/third_party.py b/astrbot/core/pipeline/process_stage/method/agent_sub_stages/third_party.py
index a9fb67dc8..a54aa52d3 100644
--- a/astrbot/core/pipeline/process_stage/method/agent_sub_stages/third_party.py
+++ b/astrbot/core/pipeline/process_stage/method/agent_sub_stages/third_party.py
@@ -3,9 +3,11 @@ from collections.abc import AsyncGenerator
 from typing import TYPE_CHECKING
 
 from astrbot.core import logger
-from astrbot.core.agent.runners.coze_agent_runner import CozeAgentRunner
-from astrbot.core.agent.runners.dashscope_agent_runner import DashscopeAgentRunner
-from astrbot.core.agent.runners.dify_agent_runner import DifyAgentRunner
+from astrbot.core.agent.runners.coze.coze_agent_runner import CozeAgentRunner
+from astrbot.core.agent.runners.dashscope.dashscope_agent_runner import (
+    DashscopeAgentRunner,
+)
+from astrbot.core.agent.runners.dify.dify_agent_runner import DifyAgentRunner
 from astrbot.core.message.components import Image
 from astrbot.core.message.message_event_result import (
     MessageChain,