docs: add docs about asynchronous tool support

Some Tool requires async execution. This commit allow us to collect tool result from coroutines

docs/concepts/tools.mdx

@@ -32,6 +32,7 @@ The Enterprise Tools Repository includes:
 - **Customizability**: Provides the flexibility to develop custom tools or utilize existing ones, catering to the specific needs of agents.
 - **Error Handling**: Incorporates robust error handling mechanisms to ensure smooth operation.
 - **Caching Mechanism**: Features intelligent caching to optimize performance and reduce redundant operations.
+- **Asynchronous Support**: Handles both synchronous and asynchronous tools, enabling non-blocking operations.
 
 ## Using CrewAI Tools
 
@@ -177,6 +178,62 @@ class MyCustomTool(BaseTool):
         return "Tool's result"
 ```
 
+## Asynchronous Tool Support
+
+CrewAI supports asynchronous tools, allowing you to implement tools that perform non-blocking operations like network requests, file I/O, or other async operations without blocking the main execution thread.
+
+### Creating Async Tools
+
+You can create async tools in two ways:
+
+#### 1. Using the `tool` Decorator with Async Functions
+
+```python Code
+from crewai.tools import tool
+
+@tool("fetch_data_async")
+async def fetch_data_async(query: str) -> str:
+    """Asynchronously fetch data based on the query."""
+    # Simulate async operation
+    await asyncio.sleep(1)
+    return f"Data retrieved for {query}"
+```
+
+#### 2. Implementing Async Methods in Custom Tool Classes
+
+```python Code
+from crewai.tools import BaseTool
+
+class AsyncCustomTool(BaseTool):
+    name: str = "async_custom_tool"
+    description: str = "An asynchronous custom tool"
+    
+    async def _run(self, query: str = "") -> str:
+        """Asynchronously run the tool"""
+        # Your async implementation here
+        await asyncio.sleep(1)
+        return f"Processed {query} asynchronously"
+```
+
+### Using Async Tools
+
+Async tools work seamlessly in both standard Crew workflows and Flow-based workflows:
+
+```python Code
+# In standard Crew
+agent = Agent(role="researcher", tools=[async_custom_tool])
+
+# In Flow
+class MyFlow(Flow):
+    @start()
+    async def begin(self):
+        crew = Crew(agents=[agent])
+        result = await crew.kickoff_async()
+        return result
+```
+
+The CrewAI framework automatically handles the execution of both synchronous and asynchronous tools, so you don't need to worry about how to call them differently.
+
 ### Utilizing the `tool` Decorator
 
 ```python Code

src/crewai/tools/structured_tool.py

@@ -1,5 +1,7 @@
 from __future__ import annotations
 
+import asyncio
+
 import inspect
 import textwrap
 from typing import Any, Callable, Optional, Union, get_type_hints
@@ -239,7 +241,17 @@ class CrewStructuredTool:
     ) -> Any:
         """Main method for tool execution."""
         parsed_args = self._parse_args(input)
-        return self.func(**parsed_args, **kwargs)
+
+        if inspect.iscoroutinefunction(self.func):
+            result = asyncio.run(self.func(**parsed_args, **kwargs))
+            return result
+
+        result = self.func(**parsed_args, **kwargs)
+
+        if asyncio.iscoroutine(result):
+            return asyncio.run(result)
+
+        return result
 
     @property
     def args(self) -> dict:

tests/cassettes/test_async_tool_using_decorator_within_flow.yaml

@@ -0,0 +1,299 @@
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+version: 1

tests/tools/test_structured_tool.py

@@ -25,122 +25,206 @@ def schema_class():
     return TestSchema
 
 
-class InternalCrewStructuredTool:
-    def test_initialization(self, basic_function, schema_class):
-        """Test basic initialization of CrewStructuredTool"""
-        tool = CrewStructuredTool(
-            name="test_tool",
-            description="Test tool description",
-            func=basic_function,
-            args_schema=schema_class,
-        )
+def test_initialization(basic_function, schema_class):
+    """Test basic initialization of CrewStructuredTool"""
+    tool = CrewStructuredTool(
+        name="test_tool",
+        description="Test tool description",
+        func=basic_function,
+        args_schema=schema_class,
+    )
 
-        assert tool.name == "test_tool"
-        assert tool.description == "Test tool description"
-        assert tool.func == basic_function
-        assert tool.args_schema == schema_class
+    assert tool.name == "test_tool"
+    assert tool.description == "Test tool description"
+    assert tool.func == basic_function
+    assert tool.args_schema == schema_class
 
-    def test_from_function(self, basic_function):
-        """Test creating tool from function"""
-        tool = CrewStructuredTool.from_function(
-            func=basic_function, name="test_tool", description="Test description"
-        )
+def test_from_function(basic_function):
+    """Test creating tool from function"""
+    tool = CrewStructuredTool.from_function(
+        func=basic_function, name="test_tool", description="Test description"
+    )
 
-        assert tool.name == "test_tool"
-        assert tool.description == "Test description"
-        assert tool.func == basic_function
-        assert isinstance(tool.args_schema, type(BaseModel))
+    assert tool.name == "test_tool"
+    assert tool.description == "Test description"
+    assert tool.func == basic_function
+    assert isinstance(tool.args_schema, type(BaseModel))
 
-    def test_validate_function_signature(self, basic_function, schema_class):
-        """Test function signature validation"""
-        tool = CrewStructuredTool(
-            name="test_tool",
-            description="Test tool",
-            func=basic_function,
-            args_schema=schema_class,
-        )
+def test_validate_function_signature(basic_function, schema_class):
+    """Test function signature validation"""
+    tool = CrewStructuredTool(
+        name="test_tool",
+        description="Test tool",
+        func=basic_function,
+        args_schema=schema_class,
+    )
 
-        # Should not raise any exceptions
-        tool._validate_function_signature()
+    # Should not raise any exceptions
+    tool._validate_function_signature()
 
-    @pytest.mark.asyncio
-    async def test_ainvoke(self, basic_function):
-        """Test asynchronous invocation"""
-        tool = CrewStructuredTool.from_function(func=basic_function, name="test_tool")
+@pytest.mark.asyncio
+async def test_ainvoke(basic_function):
+    """Test asynchronous invocation"""
+    tool = CrewStructuredTool.from_function(func=basic_function, name="test_tool")
 
-        result = await tool.ainvoke(input={"param1": "test"})
-        assert result == "test 0"
+    result = await tool.ainvoke(input={"param1": "test"})
+    assert result == "test 0"
 
-    def test_parse_args_dict(self, basic_function):
-        """Test parsing dictionary arguments"""
-        tool = CrewStructuredTool.from_function(func=basic_function, name="test_tool")
+def test_parse_args_dict(basic_function):
+    """Test parsing dictionary arguments"""
+    tool = CrewStructuredTool.from_function(func=basic_function, name="test_tool")
 
-        parsed = tool._parse_args({"param1": "test", "param2": 42})
-        assert parsed["param1"] == "test"
-        assert parsed["param2"] == 42
+    parsed = tool._parse_args({"param1": "test", "param2": 42})
+    assert parsed["param1"] == "test"
+    assert parsed["param2"] == 42
 
-    def test_parse_args_string(self, basic_function):
-        """Test parsing string arguments"""
-        tool = CrewStructuredTool.from_function(func=basic_function, name="test_tool")
+def test_parse_args_string(basic_function):
+    """Test parsing string arguments"""
+    tool = CrewStructuredTool.from_function(func=basic_function, name="test_tool")
 
-        parsed = tool._parse_args('{"param1": "test", "param2": 42}')
-        assert parsed["param1"] == "test"
-        assert parsed["param2"] == 42
+    parsed = tool._parse_args('{"param1": "test", "param2": 42}')
+    assert parsed["param1"] == "test"
+    assert parsed["param2"] == 42
 
-    def test_complex_types(self):
-        """Test handling of complex parameter types"""
+def test_complex_types():
+    """Test handling of complex parameter types"""
 
-        def complex_func(nested: dict, items: list) -> str:
-            """Process complex types."""
-            return f"Processed {len(items)} items with {len(nested)} nested keys"
+    def complex_func(nested: dict, items: list) -> str:
+        """Process complex types."""
+        return f"Processed {len(items)} items with {len(nested)} nested keys"
 
-        tool = CrewStructuredTool.from_function(
-            func=complex_func, name="test_tool", description="Test complex types"
-        )
-        result = tool.invoke({"nested": {"key": "value"}, "items": [1, 2, 3]})
-        assert result == "Processed 3 items with 1 nested keys"
+    tool = CrewStructuredTool.from_function(
+        func=complex_func, name="test_tool", description="Test complex types"
+    )
+    result = tool.invoke({"nested": {"key": "value"}, "items": [1, 2, 3]})
+    assert result == "Processed 3 items with 1 nested keys"
 
-    def test_schema_inheritance(self):
-        """Test tool creation with inherited schema"""
+def test_schema_inheritance():
+    """Test tool creation with inherited schema"""
 
-        def extended_func(base_param: str, extra_param: int) -> str:
-            """Test function with inherited schema."""
-            return f"{base_param} {extra_param}"
+    def extended_func(base_param: str, extra_param: int) -> str:
+        """Test function with inherited schema."""
+        return f"{base_param} {extra_param}"
 
-        class BaseSchema(BaseModel):
-            base_param: str
+    class BaseSchema(BaseModel):
+        base_param: str
 
-        class ExtendedSchema(BaseSchema):
-            extra_param: int
+    class ExtendedSchema(BaseSchema):
+        extra_param: int
 
-        tool = CrewStructuredTool.from_function(
-            func=extended_func, name="test_tool", args_schema=ExtendedSchema
-        )
+    tool = CrewStructuredTool.from_function(
+        func=extended_func, name="test_tool", args_schema=ExtendedSchema
+    )
 
-        result = tool.invoke({"base_param": "test", "extra_param": 42})
-        assert result == "test 42"
+    result = tool.invoke({"base_param": "test", "extra_param": 42})
+    assert result == "test 42"
 
-    def test_default_values_in_schema(self):
-        """Test handling of default values in schema"""
+def test_default_values_in_schema():
+    """Test handling of default values in schema"""
 
-        def default_func(
-            required_param: str,
-            optional_param: str = "default",
-            nullable_param: Optional[int] = None,
-        ) -> str:
-            """Test function with default values."""
-            return f"{required_param} {optional_param} {nullable_param}"
+    def default_func(
+        required_param: str,
+        optional_param: str = "default",
+        nullable_param: Optional[int] = None,
+    ) -> str:
+        """Test function with default values."""
+        return f"{required_param} {optional_param} {nullable_param}"
 
-        tool = CrewStructuredTool.from_function(
-            func=default_func, name="test_tool", description="Test defaults"
-        )
+    tool = CrewStructuredTool.from_function(
+        func=default_func, name="test_tool", description="Test defaults"
+    )
 
-        # Test with minimal parameters
-        result = tool.invoke({"required_param": "test"})
-        assert result == "test default None"
+    # Test with minimal parameters
+    result = tool.invoke({"required_param": "test"})
+    assert result == "test default None"
 
-        # Test with all parameters
-        result = tool.invoke(
-            {"required_param": "test", "optional_param": "custom", "nullable_param": 42}
-        )
-        assert result == "test custom 42"
+    # Test with all parameters
+    result = tool.invoke(
+        {"required_param": "test", "optional_param": "custom", "nullable_param": 42}
+    )
+    assert result == "test custom 42"
+
+@pytest.fixture
+def custom_tool_decorator():
+    from crewai.tools import tool
+
+    @tool("custom_tool", result_as_answer=True)
+    async def custom_tool():
+        """This is a tool that does something"""
+        return "Hello World from Custom Tool"
+
+    return custom_tool
+
+@pytest.fixture
+def custom_tool():
+    from crewai.tools import BaseTool
+
+    class CustomTool(BaseTool):
+        name: str = "my_tool"
+        description: str = "This is a tool that does something"
+        result_as_answer: bool = True
+
+        async def _run(self):
+            return "Hello World from Custom Tool"
+
+    return CustomTool()
+
+def build_simple_crew(tool):
+    from crewai import Agent, Task, Crew
+
+    agent1 = Agent(role="Simple role", goal="Simple goal", backstory="Simple backstory", tools=[tool])
+
+    say_hi_task = Task(
+        description="Use the custom tool result as answer.", agent=agent1, expected_output="Use the tool result"
+    )
+
+    crew = Crew(agents=[agent1], tasks=[say_hi_task])
+    return crew
+
+@pytest.mark.vcr(filter_headers=["authorization"])
+def test_async_tool_using_within_isolated_crew(custom_tool):
+    crew = build_simple_crew(custom_tool)
+    result = crew.kickoff()
+
+    assert result.raw == "Hello World from Custom Tool"
+
+@pytest.mark.vcr(filter_headers=["authorization"])
+def test_async_tool_using_decorator_within_isolated_crew(custom_tool_decorator):
+    crew = build_simple_crew(custom_tool_decorator)
+    result = crew.kickoff()
+
+    assert result.raw == "Hello World from Custom Tool"
+
+@pytest.mark.vcr(filter_headers=["authorization"])
+def test_async_tool_within_flow(custom_tool):
+    from crewai.flow.flow import Flow
+
+    class StructuredExampleFlow(Flow):
+        from crewai.flow.flow import start
+
+        @start()
+        async def start(self):
+            crew = build_simple_crew(custom_tool)
+            result = await crew.kickoff_async()
+            return result
+
+    flow = StructuredExampleFlow()
+    result = flow.kickoff()
+    assert result.raw == "Hello World from Custom Tool"
+
+
+@pytest.mark.vcr(filter_headers=["authorization"])
+def test_async_tool_using_decorator_within_flow(custom_tool_decorator):
+    from crewai.flow.flow import Flow
+
+    class StructuredExampleFlow(Flow):
+        from crewai.flow.flow import start
+        @start()
+        async def start(self):
+            crew = build_simple_crew(custom_tool_decorator)
+            result = await crew.kickoff_async()
+            return result
+
+    flow = StructuredExampleFlow()
+    result = flow.kickoff()
+    assert result.raw == "Hello World from Custom Tool"