Update analytics_tool.py

tools/analytics_tool.py

@@ -1,23 +1,25 @@
 from crewai.tools import BaseTool
 from pydantic import BaseModel, Field
+from typing import Dict, Any, Type
 
 
 # ---------- Input Schema ----------
 class AnalyticsInput(BaseModel):
-    market_data: dict = Field(..., description="Structured JSON from MarketDataTool")
-    historical_data: dict = Field(..., description="Structured JSON from HistoricalDataTool")
-    sentiment_data: dict = Field(..., description="Structured JSON from SentimentTool")
+    market_data: str | Dict[str, Any] = Field(..., description="Structured JSON from MarketDataTool")
+    historical_data: str | Dict[str, Any] = Field(..., description="Structured JSON from HistoricalDataTool")
+    sentiment_data: str | Dict[str, Any] = Field(..., description="Structured JSON from SentimentTool")
 
 
 # ---------- Tool ----------
 class AnalyticsTool(BaseTool):
-    name = "analytics_tool"
-    description = (
-        "Aggregates structured market, historical, and sentiment data to produce "
-        "quantitative indicators including pct_change, volatility, trend, sentiment, "
-        "alignment consistency, and a composite confidence score."
-    )
-    args_schema = AnalyticsInput
+    args_schema: Type[BaseModel] = AnalyticsInput
+    class Config:
+        name = "analytics_tool"
+        description = (
+            "Aggregates structured market, historical, and sentiment data to produce "
+            "quantitative indicators including pct_change, volatility, trend, sentiment, "
+            "alignment consistency, and a composite confidence score."
+        )
 
     def _run(self, market_data: dict, historical_data: dict, sentiment_data: dict) -> dict:
         try: