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ai_core.py

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+# ai_core.py - AI Logic & Code Generation
+import os
+from groq import Groq
+from langdetect import detect
+from reasoning_core import ReasoningEngine
+from chain_of_thought_manager import ChainOfThought
+
+class AICore:
+    def __init__(self):
+        self.client = Groq(api_key=os.getenv("GROQ_API_KEY"))
+        self.reasoning = ReasoningEngine()
+        self.chain = ChainOfThought()
+        
+    def detect_language(self, text):
+        try:
+            lang = detect(text)
+            return "hi" if lang == "hi" else "en"
+        except:
+            return "en"
+    
+    def generate_code_response(self, user_input):
+        # Language detection
+        lang = self.detect_language(user_input)
+        
+        # Chain-of-Thought reasoning
+        thought_process = self.chain.generate_thoughts(user_input)
+        
+        # Generate code using reasoning
+        code = self.reasoning.generate_complex_code(user_input, thought_process)
+        
+        # Format response based on language
+        if lang == "hi":
+            return f"""कोड तैयार है:
+
+{code}
+
+यह कोड 350+ लाइन का है और Colab में रन करेगा।"""
+        else:
+            return f"""Code Generated:
+
+{code}
+
+This is 350+ lines of production-ready Python code."""