diff --git a/python/third_party/TradingAgents/adapter/__main__.py b/python/third_party/TradingAgents/adapter/__main__.py
index 8292dd165..236795fae 100644
--- a/python/third_party/TradingAgents/adapter/__main__.py
+++ b/python/third_party/TradingAgents/adapter/__main__.py
@@ -1,6 +1,6 @@
 import asyncio
 import logging
-from datetime import datetime, date
+from datetime import datetime, date, timezone
 from typing import List, Dict, Any, Optional, AsyncGenerator
 import re
 
@@ -9,7 +9,7 @@
 from langgraph.graph import StateGraph, MessagesState, START, END
 from pydantic import BaseModel, Field, field_validator
 from valuecell.core.agent.decorator import create_wrapped_agent
-from valuecell.core.types import BaseAgent
+from valuecell.core.types import BaseAgent, ComponentType, ReportComponentData
 from valuecell.core import StreamResponse, streaming
 
 from tradingagents.graph.trading_graph import TradingAgentsGraph
@@ -492,19 +492,47 @@ def _stream_analysis_results(self, request: TradingRequest, final_state: Dict, p
         
         # Market Analysis
         if final_state.get("market_report"):
-            yield streaming.message_chunk(f"📈 **Market analysis report**\n{final_state['market_report']}\n\n")
+            yield streaming.message_chunk(f"📈 **Market analysis report**\n")
+            report_data = ReportComponentData(
+                title="Market Analysis Report",
+                data=final_state['market_report'],
+                url=None,
+                create_time=datetime.now(timezone.utc).strftime("%Y-%m-%d %H:%M:%S")
+            )
+            yield streaming.component_generator(report_data.model_dump_json(), ComponentType.REPORT)
 
         # Sentiment Analysis  
         if final_state.get("sentiment_report"):
-            yield streaming.message_chunk(f"😊 **Sentiment analysis report**\n{final_state['sentiment_report']}\n\n")
+            yield streaming.message_chunk(f"😊 **Sentiment analysis report**\n")
+            report_data = ReportComponentData(
+                title="Sentiment Analysis Report",
+                data=final_state['sentiment_report'],
+                url=None,
+                create_time=datetime.now(timezone.utc).strftime("%Y-%m-%d %H:%M:%S")
+            )
+            yield streaming.component_generator(report_data.model_dump_json(), ComponentType.REPORT)
 
         # News Analysis
         if final_state.get("news_report"):
-            yield streaming.message_chunk(f"📰 **News analysis report**\n{final_state['news_report']}\n\n")
+            yield streaming.message_chunk(f"📰 **News analysis report**\n")
+            report_data = ReportComponentData(
+                title="News Analysis Report",
+                data=final_state['news_report'],
+                url=None,
+                create_time=datetime.now(timezone.utc).strftime("%Y-%m-%d %H:%M:%S")
+            )
+            yield streaming.component_generator(report_data.model_dump_json(), ComponentType.REPORT)
 
         # Fundamentals Analysis
         if final_state.get("fundamentals_report"):
-            yield streaming.message_chunk(f"📊 **Fundamentals analysis report**\n{final_state['fundamentals_report']}\n\n")
+            yield streaming.message_chunk(f"📊 **Fundamentals analysis report**\n")
+            report_data = ReportComponentData(
+                title="Fundamentals Analysis Report",
+                data=final_state['fundamentals_report'],
+                url=None,
+                create_time=datetime.now(timezone.utc).strftime("%Y-%m-%d %H:%M:%S")
+            )
+            yield streaming.component_generator(report_data.model_dump_json(), ComponentType.REPORT)
 
         # Investment Debate Results
         if final_state.get("investment_debate_state", {}).get("judge_decision"):
diff --git a/python/valuecell/core/types.py b/python/valuecell/core/types.py
index 3b361a82c..df8696088 100644
--- a/python/valuecell/core/types.py
+++ b/python/valuecell/core/types.py
@@ -142,6 +142,26 @@ class ComponentGeneratorResponseDataPayload(BaseResponseDataPayload):
     component_type: str = Field(..., description="The component type")
 
 
+class ComponentType(str, Enum):
+    """Component type enumeration."""
+
+    REPORT = "report"
+    PROFILE = "profile"
+
+
+class ReportComponentData(BaseModel):
+    """Report component data payload."""
+
+    title: str = Field(
+        ..., description="The report title, used by UI to display the report title"
+    )
+    data: str = Field(..., description="The report data")
+    url: Optional[str] = Field(None, description="The report URL")
+    create_time: str = Field(
+        ..., description="The report create time, UTC time, YYYY-MM-DD HH:MM:SS format"
+    )
+
+
 ResponsePayload = Union[
     BaseResponseDataPayload,
     ComponentGeneratorResponseDataPayload,