WIP. Procedure appears to be working well. Working on mocking properly for tests

src/crewai/procedure/procedure.py

@@ -0,0 +1,38 @@
+import asyncio
+from typing import Any, Dict, List
+
+from pydantic import BaseModel, Field
+
+from crewai.crew import Crew
+from crewai.crews.crew_output import CrewOutput
+
+
+class Procedure(BaseModel):
+    crews: List[Crew] = Field(
+        ..., description="List of crews to be executed in sequence"
+    )
+
+    async def kickoff(self, inputs: List[Dict[str, Any]]) -> List[CrewOutput]:
+        current_inputs = inputs
+
+        for crew in self.crews:
+            # Process all inputs for the current crew
+            crew_outputs = await self._process_crew(crew, current_inputs)
+            print("Crew Outputs", crew_outputs)
+
+            # Prepare inputs for the next crew
+            current_inputs = [output.to_dict() for output in crew_outputs]
+
+        # Return the final outputs
+        return crew_outputs
+
+    async def _process_crew(
+        self, crew: Crew, inputs: List[Dict[str, Any]]
+    ) -> List[CrewOutput]:
+        # Kickoff crew asynchronously for each input
+        crew_kickoffs = [crew.kickoff_async(inputs=input_data) for input_data in inputs]
+
+        # Wait for all kickoffs to complete
+        outputs = await asyncio.gather(*crew_kickoffs)
+
+        return outputs