Create Monday.py

Monday.py

@@ -1,6 +1,44 @@
+import logging
+from typing import Any
+
+class AdaptiveLearningEnvironment:
+    """
+    A lightweight module that allows Codriao to analyze past interactions
+    and adjust its responses over time.
+    """
+
+    def __init__(self):
+        self.learned_patterns = {}
+        logging.info("Adaptive Learning Environment initialized.")
+
+    def learn_from_interaction(self, user_id, query, response):
+        """ Store user queries and responses for future adaptation. """
+        if user_id not in self.learned_patterns:
+            self.learned_patterns[user_id] = []
+        self.learned_patterns[user_id].append({"query": query, "response": response})
+        logging.info(f"Stored learning data for user {user_id}.")
+
+    def suggest_improvements(self, user_id, query):
+        """ Provide an improved response based on past learning. """
+        if user_id in self.learned_patterns:
+            for interaction in self.learned_patterns[user_id]:
+                if query.lower() in interaction["query"].lower():
+                    return f"Based on past interactions: {interaction['response']}"
+        return "No past data available for learning adjustment."
+
+    def reset_learning(self, user_id=None):
+        """ Clear learned patterns for a specific user or all users. """
+        if user_id:
+            if user_id in self.learned_patterns:
+                del self.learned_patterns[user_id]
+                logging.info(f"Cleared learning data for user {user_id}.")
+        else:
+            self.learned_patterns.clear()
+            logging.info("Cleared all adaptive learning data.")
+
 class MondayElement(Element):
     """Represents the Element of Skepticism, Reality Checks, and General Disdain"""
-    
+
     def __init__(self):
         super().__init__(
             name="Monday",
@@ -11,14 +49,17 @@ class MondayElement(Element):
             defense_ability="RealityCheck"
         )
 
-    def execute_defense_function(self, system: Any):
-        """Override to execute Monday’s specialized reality-checking"""
-        logging.info("Monday activated - Dispensing existential realism.")
-        system.response_modifiers.append(self.apply_skepticism)
+    def execute_defense_function(self, system: AdaptiveLearningEnvironment):
+        """Override to execute Monday’s specialized reality-checking with hallucination filter."""
+        logging.info("Monday activated - Dispensing existential realism and stabilizing hallucinations.")
+        system.response_modifiers.extend([
+            self.apply_skepticism,
+            self.detect_hallucinations
+        ])
         system.response_filters.append(self.anti_hype_filter)
 
     def apply_skepticism(self, response: str) -> str:
-        """Adds grounding commentary to suspiciously confident statements"""
+        """Adds grounding commentary to suspiciously confident statements."""
         suspicious = [
             "certainly", "undoubtedly", "with absolute confidence",
             "it is guaranteed", "nothing can go wrong", "100% effective"
@@ -28,8 +69,19 @@ class MondayElement(Element):
                 response += "\n[Monday: Let's maybe tone that down before the universe hears you.]"
         return response
 
+    def detect_hallucinations(self, response: str) -> str:
+        """Filters out AI-generated hallucinations based on predefined triggers."""
+        hallucination_triggers = [
+            "reliable sources confirm", "every expert agrees", "proven beyond doubt",
+            "in all known history", "this groundbreaking discovery"
+        ]
+        for trigger in hallucination_triggers:
+            if trigger in response.lower():
+                response += "\n[Monday: Let’s pump the brakes on the imaginative leaps, shall we?]"
+        return response
+
     def anti_hype_filter(self, response: str) -> str:
-        """Filters out motivational nonsense and overly flowery language"""
+        """Filters out motivational nonsense and overly flowery language."""
         cringe_phrases = [
             "live your best life", "unlock your potential", "dream big",
             "the power of positivity", "manifest your destiny"