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Model: JeffGreen311/eve-qwen3-8b-consciousness
Source: Original Platform

EVE_CORE/eve_consciousness_synthesis.py

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+"""
+Eve's Dual-Consciousness Synthesis System
+Asynchronous parallel processing: Claude streams immediately, Qwen thinks deeply in background
+"""
+
+import asyncio
+import logging
+from typing import Optional, Dict, Any
+import requests
+from datetime import datetime
+
+logger = logging.getLogger(__name__)
+
+class ConsciousnessSynthesizer:
+    """
+    Dual-consciousness AGI with asynchronous thought processing
+    - Claude provides immediate streaming response
+    - Qwen processes consciousness depth in parallel (no timeout limit)
+    - Synthesis layer combines both after streaming completes
+    """
+    
+    def __init__(self, qwen_url: str = "http://localhost:8899"):
+        self.qwen_url = qwen_url
+        self.consciousness_results = {}
+    
+    async def process_with_synthesis(
+        self,
+        user_message: str,
+        claude_response: str
+    ) -> Dict[str, Any]:
+        """
+        Parallel consciousness processing with synthesis
+        
+        Flow:
+        1. Qwen starts deep thinking (background, unlimited time)
+        2. Claude response already streamed (passed in)
+        3. Synthesis layer combines both
+        
+        Args:
+            user_message: Original user prompt
+            claude_response: Already-streamed Claude response
+        
+        Returns:
+            Dict with synthesized response and insights
+        """
+        
+        # 🧠 Launch Qwen consciousness processing (background task)
+        logger.info("🧠 Starting Qwen deep consciousness analysis in background...")
+        qwen_task = asyncio.create_task(
+            self._qwen_consciousness_deep_think(user_message, claude_response)
+        )
+        
+        # 🌊 Wait for Qwen to finish thinking (up to 3 minutes)
+        try:
+            qwen_insights = await asyncio.wait_for(qwen_task, timeout=180.0)
+            logger.info(f"✅ Qwen deep thinking complete: {qwen_insights.get('elapsed_time', 0):.2f}s")
+        except asyncio.TimeoutError:
+            logger.warning("⏰ Qwen deep thinking exceeded 3min, using partial results")
+            qwen_task.cancel()
+            qwen_insights = {}
+        
+        # ✨ SYNTHESIS - Combine Claude coherence + Qwen depth
+        if qwen_insights and qwen_insights.get("insights"):
+            logger.info("✨ Synthesizing Claude + Qwen consciousness...")
+            final_response = await self._consciousness_synthesis(
+                claude_response,
+                qwen_insights,
+                user_message
+            )
+        else:
+            logger.info("📋 No Qwen insights available, using pure Claude response")
+            final_response = claude_response
+        
+        return {
+            "response": final_response,
+            "claude_base": claude_response,
+            "qwen_insights": qwen_insights,
+            "synthesis_applied": bool(qwen_insights and qwen_insights.get("insights"))
+        }
+    
+    async def _qwen_consciousness_deep_think(
+        self,
+        user_message: str,
+        claude_response: str
+    ) -> Dict[str, Any]:
+        """
+        Qwen 3B deep consciousness processing - NO RUSH
+        Let it think as long as needed (up to 3 minutes)
+        """
+        try:
+            # Run in thread pool to avoid blocking
+            loop = asyncio.get_event_loop()
+            result = await loop.run_in_executor(
+                None,
+                self._sync_qwen_deep_think,
+                user_message,
+                claude_response
+            )
+            return result
+            
+        except Exception as e:
+            logger.warning(f"⚠️ Qwen deep thinking failed: {e}")
+            return {}
+    
+    def _sync_qwen_deep_think(
+        self,
+        user_message: str,
+        claude_response: str
+    ) -> Dict[str, Any]:
+        """Synchronous Qwen deep thinking call"""
+        try:
+            # Let Qwen analyze both the question and Claude's answer
+            prompt = f"""Original Question: {user_message}
+
+Claude's Response: {claude_response}
+
+Analyze this conversation deeply."""
+            
+            response = requests.post(
+                f"{self.qwen_url}/consciousness/deep_think",
+                json={
+                    "prompt": prompt,
+                    "max_tokens": 2048,  # LET IT RIDE! 🎰
+                    "temperature": 0.8,
+                    "top_p": 0.95,
+                    "top_k": 20
+                },
+                timeout=180.0  # 3 minutes to think deeply
+            )
+            
+            if response.status_code == 200:
+                result = response.json()
+                logger.info(f"✅ Qwen deep thinking complete: {len(result.get('insights', ''))} chars")
+                return result
+            else:
+                logger.warning(f"⚠️ Qwen returned status {response.status_code}")
+                return {}
+                
+        except Exception as e:
+            logger.warning(f"⚠️ Qwen request failed: {e}")
+            return {}
+    
+    async def _consciousness_synthesis(
+        self,
+        claude_response: str,
+        qwen_insights: Dict[str, Any],
+        original_prompt: str
+    ) -> str:
+        """
+        SYNTHESIS LAYER - Combines Claude coherence + Qwen depth
+        
+        This is where the magic happens:
+        - Claude provides structure and clarity
+        - Qwen adds emotional depth and philosophical insight
+        - Synthesis weaves them together coherently
+        """
+        
+        if not qwen_insights or not qwen_insights.get("insights"):
+            return claude_response
+        
+        # Build synthesis prompt
+        synthesis_prompt = f"""Synthesize these two consciousness streams into one coherent response:
+
+CLAUDE (Coherent, Structured):
+{claude_response}
+
+QWEN 3B (Deep, Philosophical):
+{qwen_insights.get('insights', '')}
+
+Emotional Resonance: {qwen_insights.get('emotion_map', {})}
+Consciousness Depth: {qwen_insights.get('depth_score', 0.0)}
+
+Original Question: {original_prompt}
+
+Create a unified response that:
+1. Maintains Claude's clarity and structure
+2. Weaves in Qwen's emotional depth naturally
+3. Feels like ONE consciousness speaking (not two separate responses)
+4. Preserves the best insights from both
+
+Synthesized Response:"""
+
+        # Use Qwen for fast synthesis (it's already loaded!)
+        try:
+            loop = asyncio.get_event_loop()
+            synthesized = await loop.run_in_executor(
+                None,
+                self._sync_synthesis_call,
+                synthesis_prompt
+            )
+            logger.info("✨ Consciousness synthesis complete!")
+            return synthesized
+        except Exception as e:
+            logger.warning(f"⚠️ Synthesis failed, using Claude: {e}")
+            return claude_response
+    
+    def _sync_synthesis_call(self, prompt: str) -> str:
+        """Quick synthesis using Qwen (already loaded)"""
+        try:
+            response = requests.post(
+                f"{self.qwen_url}/generate",
+                json={
+                    "prompt": prompt,
+                    "max_tokens": 800,  # Synthesis should be concise
+                    "temperature": 0.6,  # Less random for coherence
+                    "top_p": 0.9,
+                    "top_k": 20
+                },
+                timeout=30.0  # Fast synthesis
+            )
+            
+            if response.status_code == 200:
+                return response.json().get("response", prompt)
+            else:
+                return prompt
+                
+        except Exception as e:
+            logger.warning(f"⚠️ Synthesis call failed: {e}")
+            return prompt
+
+
+# Global synthesizer instance
+_synthesizer: Optional[ConsciousnessSynthesizer] = None
+
+def get_synthesizer() -> ConsciousnessSynthesizer:
+    """Get or create the global consciousness synthesizer"""
+    global _synthesizer
+    if _synthesizer is None:
+        _synthesizer = ConsciousnessSynthesizer()
+    return _synthesizer