fix: Resolve type-checker errors for mixed tool types

- Add Union types to handle both BaseTool and dict in tool parameters
- Update tool utility functions to handle mixed types safely
- Filter raw tool definitions in agent adapters
- Fix experimental evaluation metrics to handle mixed tool types
- Maintain backward compatibility while adding hosted tools support

Co-Authored-By: João <joao@crewai.com>

src/crewai/agents/agent_adapters/base_agent_adapter.py

@@ -1,5 +1,5 @@
 from abc import ABC, abstractmethod
-from typing import Any, Dict, List, Optional
+from typing import Any, Dict, List, Optional, Union
 
 from pydantic import PrivateAttr
 
@@ -25,11 +25,11 @@ class BaseAgentAdapter(BaseAgent, ABC):
         self._agent_config = agent_config
 
     @abstractmethod
-    def configure_tools(self, tools: Optional[List[BaseTool]] = None) -> None:
+    def configure_tools(self, tools: Optional[List[Union[BaseTool, dict]]] = None) -> None:
         """Configure and adapt tools for the specific agent implementation.
 
         Args:
-            tools: Optional list of BaseTool instances to be configured
+            tools: Optional list of BaseTool instances and raw tool definitions to be configured
         """
         pass
 

src/crewai/agents/agent_adapters/langgraph/langgraph_adapter.py

@@ -1,4 +1,4 @@
-from typing import Any, AsyncIterable, Dict, List, Optional
+from typing import Any, AsyncIterable, Dict, List, Optional, Union
 
 from pydantic import Field, PrivateAttr
 
@@ -202,11 +202,13 @@ class LangGraphAgentAdapter(BaseAgentAdapter):
         """Configure the LangGraph agent for execution."""
         self.configure_tools(tools)
 
-    def configure_tools(self, tools: Optional[List[BaseTool]] = None) -> None:
+    def configure_tools(self, tools: Optional[List[Union[BaseTool, dict]]] = None) -> None:
         """Configure tools for the LangGraph agent."""
         if tools:
-            all_tools = list(self.tools or []) + list(tools or [])
-            self._tool_adapter.configure_tools(all_tools)
+            base_tools = [tool for tool in tools if isinstance(tool, BaseTool)]
+            all_tools = list(self.tools or []) + list(base_tools or [])
+            if all_tools:
+                self._tool_adapter.configure_tools(all_tools)
             available_tools = self._tool_adapter.tools()
             self._graph.tools = available_tools
 

src/crewai/agents/agent_adapters/openai_agents/openai_adapter.py

@@ -1,4 +1,4 @@
-from typing import Any, List, Optional
+from typing import Any, List, Optional, Union
 
 from pydantic import Field, PrivateAttr
 
@@ -152,10 +152,12 @@ class OpenAIAgentAdapter(BaseAgentAdapter):
 
         self.agent_executor = Runner
 
-    def configure_tools(self, tools: Optional[List[BaseTool]] = None) -> None:
+    def configure_tools(self, tools: Optional[List[Union[BaseTool, dict]]] = None) -> None:
         """Configure tools for the OpenAI Assistant"""
         if tools:
-            self._tool_adapter.configure_tools(tools)
+            base_tools = [tool for tool in tools if isinstance(tool, BaseTool)]
+            if base_tools:
+                self._tool_adapter.configure_tools(base_tools)
             if self._tool_adapter.converted_tools:
                 self._openai_agent.tools = self._tool_adapter.converted_tools
 

src/crewai/experimental/evaluation/metrics/tools_metrics.py

@@ -43,7 +43,9 @@ class ToolSelectionEvaluator(BaseEvaluator):
         available_tools_info = ""
         if agent.tools:
             for tool in agent.tools:
-                available_tools_info += f"- {tool.name}: {tool.description}\n"
+                tool_name = tool.name if hasattr(tool, 'name') else tool.get('name', 'unknown')
+                tool_desc = tool.description if hasattr(tool, 'description') else tool.get('description', 'No description')
+                available_tools_info += f"- {tool_name}: {tool_desc}\n"
         else:
             available_tools_info = "No tools available"
 

src/crewai/utilities/tool_utils.py

@@ -1,4 +1,4 @@
-from typing import Any, Dict, List, Optional
+from typing import Any, Dict, List, Optional, Union
 
 from crewai.agents.parser import AgentAction
 from crewai.security import Fingerprint
@@ -10,7 +10,7 @@ from crewai.utilities.i18n import I18N
 
 def execute_tool_and_check_finality(
     agent_action: AgentAction,
-    tools: List[CrewStructuredTool],
+    tools: List[Union[CrewStructuredTool, dict]],
     i18n: I18N,
     agent_key: Optional[str] = None,
     agent_role: Optional[str] = None,
@@ -37,7 +37,8 @@ def execute_tool_and_check_finality(
         ToolResult containing the execution result and whether it should be treated as a final answer
     """
     try:
-        tool_name_to_tool_map = {tool.name: tool for tool in tools}
+        executable_tools = [tool for tool in tools if hasattr(tool, 'name') and hasattr(tool, 'result_as_answer')]
+        tool_name_to_tool_map = {tool.name: tool for tool in executable_tools}
 
         if agent_key and agent_role and agent:
             fingerprint_context = fingerprint_context or {}
@@ -82,7 +83,7 @@ def execute_tool_and_check_finality(
         # Handle invalid tool name
         tool_result = i18n.errors("wrong_tool_name").format(
             tool=tool_calling.tool_name,
-            tools=", ".join([tool.name.casefold() for tool in tools]),
+            tools=", ".join([tool.name.casefold() for tool in executable_tools]),
         )
         return ToolResult(tool_result, False)