Update integration_strategy.py

hybrid/integration_strategy.py

@@ -1 +1,42 @@
-print("Hello World")
+from __future__ import annotations
+
+from dataclasses import dataclass
+from typing import List
+
+@dataclass
+class IntegrationPlan:
+    """Plan for integrating human and AI outputs."""
+    steps: List[str]
+    rationale: str
+
+class IntegrationStrategy:
+    """Strategies for integrating human feedback with AI-generated results."""
+    def create_plan(self, human_inputs: List[str], ai_outputs: List[str]) -> IntegrationPlan:
+        """
+        Construct a simple integration plan by sequencing human inputs followed by AI outputs.
+
+        Parameters
+        ----------
+        human_inputs : List[str]
+            A list of human-provided insights.
+        ai_outputs : List[str]
+            A list of AI-generated suggestions.
+
+        Returns
+        -------
+        IntegrationPlan
+            The plan containing ordered steps and a rationale.
+        """
+        steps: List[str] = []
+        for i, text in enumerate(human_inputs):
+            steps.append(f"Incorporate human insight {i+1}: {text}")
+        for i, text in enumerate(ai_outputs):
+            steps.append(f"Incorporate AI suggestion {i+1}: {text}")
+        rationale = "Merge human insight with AI suggestions sequentially."
+        return IntegrationPlan(steps, rationale)
+
+
+if __name__ == "__main__":
+    strategy = IntegrationStrategy()
+    plan = strategy.create_plan(["increase transparency"], ["optimize resource use"])
+    print(plan)