feat: ms-bot-framework with dynamic adaptive cards

backend/app/factories/bot_factory.py

@@ -0,0 +1,33 @@
+from typing import Dict
+from backend.app.bots.dayta import Dayta
+from backend.app.bots.intent_detector import IntentDetector
+from backend.app.bots.slot_filler import SlotFiller
+from backend.app.bots.adaptive_cards import AdaptiveCards
+from backend.app.services.house_price_predictor import HousePricePredictor
+from botbuilder.core import BotFrameworkAdapter, BotFrameworkAdapterSettings
+
+class BotFactory:
+    def __init__(self):
+        self._bots: Dict[str, object] = {}
+        self.adapter_settings = BotFrameworkAdapterSettings(app_id="", app_password="")
+        self.adapter = BotFrameworkAdapter(self.adapter_settings)
+        
+
+        # Shared services
+        self.intent_detector = IntentDetector()
+        self.slot_filler = SlotFiller()
+        self.card_bot = AdaptiveCards()
+        self.price_predictor = HousePricePredictor()
+        # Register all bots
+        self._bots["dayta"] = Dayta(
+            intent_detector=self.intent_detector,
+            card_bot=self.card_bot,
+            slot_filler=self.slot_filler,
+            price_predictor=self.price_predictor
+        )
+
+    def get_bot(self, name: str):
+        return self._bots.get(name)
+
+    def get_adapter(self):
+        return self.adapter