diff --git a/astrbot/core/config/default.py b/astrbot/core/config/default.py
index ff6f86c22..70c9ffa43 100644
--- a/astrbot/core/config/default.py
+++ b/astrbot/core/config/default.py
@@ -593,6 +593,11 @@ CONFIG_METADATA_2 = {
                         "dashscope_app_type": "agent",
                         "dashscope_api_key": "",
                         "dashscope_app_id": "",
+                        "rag_options": {
+                            "pipeline_ids": [],
+                            "file_ids": [],
+                            "output_reference": False,
+                        },
                         "variables": {},
                         "timeout": 60,
                     },
@@ -665,6 +670,30 @@ CONFIG_METADATA_2 = {
                     },
                 },
                 "items": {
+                    "rag_options": {
+                        "description": "RAG 选项",
+                        "type": "object",
+                        "hint": "检索知识库设置, 非必填。仅 Agent 应用类型支持(智能体应用, 包括 RAG 应用)",
+                        "items": {
+                            "pipeline_ids": {
+                                "description": "知识库 ID 列表",
+                                "type": "list",
+                                "items": {"type": "string"},
+                                "hint": "对指定知识库内所有文档进行检索, 前往 https://bailian.console.aliyun.com/ 数据应用->知识索引创建和获取 ID。",
+                            },
+                            "file_ids": {
+                                "description": "非结构化文档 ID, 传入该参数将对指定非结构化文档进行检索。",
+                                "type": "list",
+                                "items": {"type": "string"},
+                                "hint": "对指定非结构化文档进行检索。前往 https://bailian.console.aliyun.com/ 数据管理创建和获取 ID。",
+                            },
+                            "output_reference": {
+                                "description": "是否输出知识库/文档的引用",
+                                "type": "bool",
+                                "hint": "在每次回答尾部加上引用源。默认为 False。",
+                            },
+                        },
+                    },
                     "sensevoice_hint": {
                         "description": "部署SenseVoice",
                         "type": "string",
@@ -681,12 +710,14 @@ CONFIG_METADATA_2 = {
                         "type": "string",
                         "hint": "modelscope 上的模型名称。默认：iic/SenseVoiceSmall。",
                     },
-                    # "variables": {
-                    #     "description": "工作流固定输入变量",
-                    #     "type": "object",
-                    #     "obvious_hint": True,
-                    #     "hint": "可选。工作流固定输入变量，将会作为工作流的输入。也可以在对话时使用 /set 指令动态设置变量。如果变量名冲突，优先使用动态设置的变量。",
-                    # },
+                    "variables": {
+                        "description": "工作流固定输入变量",
+                        "type": "object",
+                        "obvious_hint": True,
+                        "items": {},
+                        "hint": "可选。工作流固定输入变量，将会作为工作流的输入。也可以在对话时使用 /set 指令动态设置变量。如果变量名冲突，优先使用动态设置的变量。",
+                        "invisible": True,
+                    },
                     # "fastgpt_app_type": {
                     #     "description": "应用类型",
                     #     "type": "string",
@@ -697,7 +728,7 @@ CONFIG_METADATA_2 = {
                     "dashscope_app_type": {
                         "description": "应用类型",
                         "type": "string",
-                        "hint": "阿里云百炼应用的应用类型。",
+                        "hint": "百炼应用的应用类型。",
                         "options": [
                             "agent",
                             "agent-arrange",
diff --git a/astrbot/core/provider/sources/dashscope_source.py b/astrbot/core/provider/sources/dashscope_source.py
index 9647b41c0..7158d57b9 100644
--- a/astrbot/core/provider/sources/dashscope_source.py
+++ b/astrbot/core/provider/sources/dashscope_source.py
@@ -1,3 +1,4 @@
+import re
 import asyncio
 import functools
 from typing import List
@@ -40,11 +41,24 @@ class ProviderDashscope(ProviderOpenAIOfficial):
             raise Exception("阿里云百炼 APP 类型不能为空。")
         self.model_name = "dashscope"
         self.variables: dict = provider_config.get("variables", {})
+        self.rag_options: dict = provider_config.get("rag_options", {})
+        self.output_reference = self.rag_options.get("output_reference", False)
+        self.rag_options = self.rag_options.copy()
+        self.rag_options.pop("output_reference", None)
 
         self.timeout = provider_config.get("timeout", 120)
         if isinstance(self.timeout, str):
             self.timeout = int(self.timeout)
 
+    def has_rag_options(self):
+        if (
+            self.rag_options
+            and self.rag_options.get("pipeline_ids", None)
+            and self.rag_options.get("file_ids", None)
+        ):
+            return True
+        return False
+
     async def text_chat(
         self,
         prompt: str,
@@ -62,7 +76,10 @@ class ProviderDashscope(ProviderOpenAIOfficial):
         session_var = session_vars.get(session_id, {})
         payload_vars.update(session_var)
 
-        if self.dashscope_app_type in ["agent", "dialog-workflow"]:
+        if (
+            self.dashscope_app_type in ["agent", "dialog-workflow"]
+            and self.has_rag_options()
+        ):
             # 支持多轮对话的
             new_record = {"role": "user", "content": prompt}
             if image_urls:
@@ -86,12 +103,17 @@ class ProviderDashscope(ProviderOpenAIOfficial):
         else:
             # 不支持多轮对话的
             # 调用阿里云百炼 API
+            payload = {
+                "app_id": self.app_id,
+                "prompt": prompt,
+                "api_key": self.api_key,
+                "biz_params": payload_vars or None,
+            }
+            if self.rag_options:
+                payload["rag_options"] = self.rag_options
             partial = functools.partial(
                 Application.call,
-                app_id=self.app_id,
-                promtp=prompt,
-                api_key=self.api_key,
-                biz_params=payload_vars or None,
+                **payload,
             )
             response = await asyncio.get_event_loop().run_in_executor(None, partial)
 
@@ -107,6 +129,14 @@ class ProviderDashscope(ProviderOpenAIOfficial):
             )
 
         output_text = response.output.get("text", "")
+        # RAG 引用脚标格式化
+        output_text = re.sub(r"<ref>\[(\d+)\]</ref>", r"[\1]", output_text)
+        if self.output_reference and response.output.get("doc_references", None):
+            ref_str = ""
+            for ref in response.output.get("doc_references", []):
+                ref_str += f"{ref['index_id']}. {ref['title']}\n"
+            output_text += f"\n\n回答来源:\n{ref_str}"
+
         return LLMResponse(role="assistant", completion_text=output_text)
 
     async def forget(self, session_id):