feat: async task support (#4024)

* feat: add async support for tools, add async tool tests

* chore: improve tool decorator typing

* fix: ensure _run backward compat

* chore: update docs

* chore: make docstrings a little more readable

* feat: add async execution support to agent executor

* chore: add tests

* feat: add aiosqlite dep; regenerate lockfile

* feat: add async ops to memory feat; create tests

* feat: async knowledge support; add tests

* feat: add async task support

* chore: dry out duplicate logic

lib/crewai/tests/agents/agent_adapters/test_base_agent_adapter.py

@@ -51,6 +51,15 @@ class ConcreteAgentAdapter(BaseAgentAdapter):
         # Dummy implementation for MCP tools
         return []
 
+    async def aexecute_task(
+        self,
+        task: Any,
+        context: str | None = None,
+        tools: list[Any] | None = None,
+    ) -> str:
+        # Dummy async implementation
+        return "Task executed"
+
 
 def test_base_agent_adapter_initialization():
     """Test initialization of the concrete agent adapter."""