Add Voice Cloning tab with Play, Record, Pause, Rewind controls

app.py

@@ -1,225 +1,20 @@
 """
-ProVerBs Legal AI - Ultimate Brain Integration
-Combines Multi-AI + Unified Reasoning Brain + Supertonic Audio
-Powered by Pro'VerBs™ and ADAPPT-I™ Technology
+ProVerBs Ultimate Brain with Complete Voice Cloning
+Integrates Supertonic voice cloning with all controls
 """
 
-import gradio as gr
-from huggingface_hub import InferenceClient
-import json
+# Import everything from app_ultimate_brain
+import sys
 import os
-import asyncio
-from datetime import datetime
-from typing import Dict, List, Optional
-import requests
+sys.path.append(os.path.dirname(__file__))
 
-# Import Unified Brain
-from unified_brain import UnifiedBrain, ReasoningContext
+from app_ultimate_brain import *
+from supertonic_voice_module import create_supertonic_interface
 
-# Import Performance & Analytics
-from performance_optimizer import performance_cache, performance_monitor, with_caching
-from analytics_seo import analytics_tracker, SEOOptimizer
+# Override the demo with voice cloning integrated
+demo_with_voice = gr.Blocks(title="ProVerBs Ultimate Legal AI Brain", css=custom_css)
 
-class UltimateLegalBrain:
-    """
-    Ultimate Legal AI Brain combining:
-    - Multi-AI providers (GPT-4, Gemini, Perplexity, etc.)
-    - 100+ Reasoning protocols
-    - Legal-specific modes
-    """
-    
-    def __init__(self):
-        self.brain = UnifiedBrain()
-        self.legal_modes = {
-            "navigation": "📍 Navigation Guide",
-            "general": "💬 General Legal",
-            "document_validation": "📄 Document Validator",
-            "legal_research": "🔍 Legal Research",
-            "etymology": "📚 Etymology Expert",
-            "case_management": "💼 Case Management",
-            "regulatory_updates": "📋 Regulatory Updates"
-        }
-    
-    async def process_legal_query(
-        self, 
-        query: str, 
-        mode: str,
-        ai_provider: str = "huggingface",
-        use_reasoning_protocols: bool = True,
-        **kwargs
-    ) -> Dict:
-        """Process legal query with Brain integration"""
-        
-        # Step 1: Use Unified Brain for reasoning if enabled
-        reasoning_result = None
-        if use_reasoning_protocols:
-            preferences = {
-                'use_reflection': mode in ['document_validation', 'legal_research'],
-                'multi_agent': False
-            }
-            reasoning_result = await self.brain.process(
-                query=query,
-                preferences=preferences,
-                execution_mode='sequential'
-            )
-        
-        # Step 2: Format response with legal context
-        legal_prompt = self.get_legal_system_prompt(mode)
-        
-        # Step 3: Combine reasoning with legal expertise
-        if reasoning_result and reasoning_result['success']:
-            reasoning_trace = "\n".join([
-                f"🧠 {r['protocol']}: {', '.join(r['trace'][:2])}"
-                for r in reasoning_result['results']
-            ])
-            enhanced_query = f"{legal_prompt}\n\nReasoning Analysis:\n{reasoning_trace}\n\nUser Query: {query}"
-        else:
-            enhanced_query = f"{legal_prompt}\n\nUser Query: {query}"
-        
-        return {
-            "enhanced_query": enhanced_query,
-            "reasoning_result": reasoning_result,
-            "mode": mode,
-            "ai_provider": ai_provider
-        }
-    
-    def get_legal_system_prompt(self, mode: str) -> str:
-        """Get legal-specific system prompts"""
-        prompts = {
-            "navigation": "You are a ProVerBs Legal AI Navigation Guide with advanced reasoning capabilities.",
-            "general": "You are a General Legal Assistant powered by ADAPPT-I™ reasoning technology.",
-            "document_validation": "You are a Document Validator using Chain-of-Thought and Self-Consistency protocols.",
-            "legal_research": "You are a Legal Research Assistant with RAG and Tree-of-Thoughts capabilities.",
-            "etymology": "You are a Legal Etymology Expert with multi-step reasoning.",
-            "case_management": "You are a Case Management Helper with ReAct protocol integration.",
-            "regulatory_updates": "You are a Regulatory Monitor with real-time analysis capabilities."
-        }
-        return prompts.get(mode, prompts["general"])
-
-# Initialize Ultimate Brain
-ultimate_brain = UltimateLegalBrain()
-
-
-async def respond_with_ultimate_brain(
-    message, history: list, mode: str, ai_provider: str,
-    use_reasoning: bool, max_tokens: int, temperature: float, top_p: float,
-    hf_token = None
-):
-    """Generate response using Ultimate Brain"""
-    
-    import time
-    start_time = time.time()
-    
-    # Track analytics
-    analytics_tracker.track_query(
-        query=message,
-        mode=mode,
-        ai_provider=ai_provider,
-        reasoning_enabled=use_reasoning,
-        response_time=0,  # Will update later
-        success=True
-    )
-    
-    # Process with Brain
-    brain_result = await ultimate_brain.process_legal_query(
-        query=message,
-        mode=mode,
-        ai_provider=ai_provider,
-        use_reasoning_protocols=use_reasoning
-    )
-    
-    # Show reasoning trace if available
-    if use_reasoning and brain_result['reasoning_result']:
-        reasoning_info = "🧠 **Reasoning Protocols Applied:**\n"
-        for r in brain_result['reasoning_result']['results']:
-            reasoning_info += f"- {r['protocol']}: ✅ {r['status']}\n"
-        yield reasoning_info + "\n\n"
-    
-    # Generate AI response using selected provider
-    if ai_provider == "huggingface":
-        token = hf_token.token if hf_token else None
-        client = InferenceClient(token=token, model="meta-llama/Llama-3.3-70B-Instruct")
-        
-        messages = [{"role": "system", "content": brain_result['enhanced_query']}]
-        for user_msg, assistant_msg in history:
-            if user_msg:
-                messages.append({"role": "user", "content": user_msg})
-            if assistant_msg:
-                messages.append({"role": "assistant", "content": assistant_msg})
-        
-        messages.append({"role": "user", "content": message})
-        
-        response = reasoning_info if use_reasoning and brain_result['reasoning_result'] else ""
-        try:
-            for chunk in client.chat_completion(
-                messages, max_tokens=max_tokens, stream=True,
-                temperature=temperature, top_p=top_p
-            ):
-                if chunk.choices and chunk.choices[0].delta.content:
-                    response += chunk.choices[0].delta.content
-                    yield response
-        except Exception as e:
-            yield f"{response}\n\n❌ Error: {str(e)}"
-    
-    elif ai_provider == "gpt4":
-        api_key = os.getenv("OPENAI_API_KEY")
-        if not api_key:
-            yield "⚠️ OpenAI API key not set. Add OPENAI_API_KEY to Space secrets."
-            return
-        
-        headers = {"Authorization": f"Bearer {api_key}", "Content-Type": "application/json"}
-        data = {
-            "model": "gpt-4-turbo-preview",
-            "messages": [{"role": "user", "content": brain_result['enhanced_query']}],
-            "max_tokens": max_tokens,
-            "temperature": temperature,
-            "stream": True
-        }
-        
-        response = reasoning_info if use_reasoning and brain_result['reasoning_result'] else ""
-        try:
-            resp = requests.post("https://api.openai.com/v1/chat/completions", 
-                               headers=headers, json=data, stream=True)
-            for line in resp.iter_lines():
-                if line and line.startswith(b'data: ') and line != b'data: [DONE]':
-                    try:
-                        json_data = json.loads(line[6:])
-                        if json_data['choices'][0]['delta'].get('content'):
-                            response += json_data['choices'][0]['delta']['content']
-                            yield response
-                    except:
-                        continue
-        except Exception as e:
-            yield f"{response}\n\n❌ GPT-4 Error: {str(e)}"
-    
-    else:
-        yield "⚠️ Selected AI provider not yet configured. Using HuggingFace..."
-
-
-# Custom CSS
-custom_css = """
-.gradio-container { max-width: 1400px !important; }
-.header-section {
-    text-align: center; padding: 40px 20px;
-    background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
-    color: white; border-radius: 12px; margin-bottom: 30px;
-}
-.header-section h1 { font-size: 3rem; margin-bottom: 10px; font-weight: 700; }
-.brain-badge {
-    display: inline-block; background: #ff6b6b; color: white;
-    padding: 8px 16px; border-radius: 20px; font-weight: bold;
-    margin: 10px 5px;
-}
-"""
-
-# Create Gradio Interface
-demo = gr.Blocks(title="ProVerBs Ultimate Legal AI Brain", css=custom_css)
-
-# Add SEO meta tags
-seo_meta = SEOOptimizer.get_meta_tags()
-seo_structured = SEOOptimizer.get_structured_data()
-
-with demo:
+with demo_with_voice:
     # Add SEO tags
     gr.HTML(seo_meta + seo_structured)
     
@@ -232,11 +27,11 @@ with demo:
             <span class="brain-badge">🧠 100+ Reasoning Protocols</span>
             <span class="brain-badge">🤖 6 AI Models</span>
             <span class="brain-badge">⚖️ 7 Legal Modes</span>
-            <span class="brain-badge">🎵 Audio Processing</span>
+            <span class="brain-badge">🎙️ Voice Cloning</span>
         </div>
         <p style="font-size: 0.9rem; margin-top: 15px; opacity: 0.9;">
             Chain-of-Thought • Self-Consistency • Tree-of-Thoughts • ReAct • Reflexion • RAG<br>
-            Quantum Reasoning • Multi-Agent Coordination • Advanced Optimization
+            Quantum Reasoning • Multi-Agent • Voice Cloning • Audio Processing
         </p>
     </div>
     """)
@@ -257,18 +52,6 @@ with demo:
             - Reflexion - Self-reflection with memory
             - RAG - Retrieval-Augmented Generation
             
-            **Quantum-Specific Protocols:**
-            - Quantum Job Orchestration
-            - VQE (Variational Quantum Eigensolver)
-            - QAOA (Quantum Approximate Optimization)
-            - Circuit Transpilation
-            - Error Mitigation
-            
-            **Multi-Agent Protocols:**
-            - Agent Coordination
-            - Contract Net Protocol
-            - Decentralized Task Allocation
-            
             ### 🤖 6 AI Model Options:
             - 🤗 HuggingFace Llama-3.3-70B (Free, always available)
             - 🧠 GPT-4 Turbo (OpenAI)
@@ -281,57 +64,56 @@ with demo:
             - Navigation | General Legal | Document Validation
             - Legal Research | Etymology | Case Management | Regulatory Updates
             
-            ### 🎵 Supertonic Audio Processing
-            - Upload and analyze audio files
-            - AI-powered transcription
+            ### 🎙️ **NEW! Supertonic Voice Cloning:**
+            - Record voice samples
+            - Clone voices with text-to-speech
+            - Professional audio processing
+            - Voice profile management
+            - **Full controls**: Play, Record, Pause, Rewind, etc.
             
-            **Ready to experience the most advanced legal AI? Click "Ultimate AI Chatbot"!**
+            **Get Started:** Click "🤖 AI Legal Chatbot" or "🎙️ Voice Cloning" tab!
             """)
         
-        # Ultimate AI Chatbot Tab
-        with gr.Tab("🧠 Ultimate AI Chatbot"):
+        # AI Chatbot Tab (copy from original)
+        with gr.Tab("🤖 AI Legal Chatbot"):
             gr.Markdown("""
-            ## Ultimate Legal AI with Reasoning Brain
-            
-            Select your preferences and start chatting with the most advanced legal AI!
+            ## Multi-AI Legal Chatbot
+            Select your AI model and legal assistant mode below!
             """)
             
             with gr.Row():
-                with gr.Column(scale=1):
-                    ai_provider_selector = gr.Dropdown(
-                        choices=[
-                            ("🤗 Llama-3.3-70B (Free)", "huggingface"),
-                            ("🧠 GPT-4 Turbo", "gpt4"),
-                            ("✨ Gemini 3.0", "gemini"),
-                            ("🔍 Perplexity AI", "perplexity"),
-                            ("🥷 Ninja AI", "ninjaai"),
-                            ("💻 LM Studio", "lmstudio")
-                        ],
-                        value="huggingface",
-                        label="🤖 AI Model"
-                    )
+                ai_provider_selector = gr.Dropdown(
+                    choices=[
+                        ("🤗 Llama-3.3-70B (Free)", "huggingface"),
+                        ("🧠 GPT-4 Turbo", "gpt4"),
+                        ("✨ Gemini 3.0", "gemini"),
+                        ("🔍 Perplexity AI", "perplexity"),
+                        ("🥷 Ninja AI", "ninjaai"),
+                        ("💻 LM Studio", "lmstudio")
+                    ],
+                    value="huggingface",
+                    label="🤖 AI Model"
+                )
                 
-                with gr.Column(scale=1):
-                    mode_selector = gr.Dropdown(
-                        choices=[
-                            ("📍 Navigation", "navigation"),
-                            ("💬 General Legal", "general"),
-                            ("📄 Document Validator", "document_validation"),
-                            ("🔍 Legal Research", "legal_research"),
-                            ("📚 Etymology", "etymology"),
-                            ("💼 Case Management", "case_management"),
-                            ("📋 Regulatory Updates", "regulatory_updates")
-                        ],
-                        value="general",
-                        label="⚖️ Legal Mode"
-                    )
+                mode_selector = gr.Dropdown(
+                    choices=[
+                        ("📍 Navigation", "navigation"),
+                        ("💬 General Legal", "general"),
+                        ("📄 Document Validator", "document_validation"),
+                        ("🔍 Legal Research", "legal_research"),
+                        ("📚 Etymology", "etymology"),
+                        ("💼 Case Management", "case_management"),
+                        ("📋 Regulatory Updates", "regulatory_updates")
+                    ],
+                    value="general",
+                    label="⚖️ Legal Mode"
+                )
                 
-                with gr.Column(scale=1):
-                    use_reasoning_toggle = gr.Checkbox(
-                        label="🧠 Enable Reasoning Protocols",
-                        value=True,
-                        info="Use 100+ reasoning protocols for enhanced analysis"
-                    )
+                use_reasoning_toggle = gr.Checkbox(
+                    label="🧠 Enable Reasoning Protocols",
+                    value=True,
+                    info="Use 100+ reasoning protocols for enhanced analysis"
+                )
             
             chatbot_interface = gr.ChatInterface(
                 respond_with_ultimate_brain,
@@ -356,97 +138,19 @@ with demo:
                 examples=[
                     ["What reasoning protocols are available?"],
                     ["Analyze this contract using Chain-of-Thought reasoning"],
-                    ["Research case law with Tree-of-Thoughts exploration"],
-                    ["Explain 'habeas corpus' with etymological reasoning"],
-                    ["Validate this legal document using Self-Consistency"],
-                    ["Help me manage my case with ReAct protocol"]
+                    ["Research case law with Tree-of-Thoughts exploration"]
                 ],
                 cache_examples=False
             )
-            
-            gr.Markdown("""
-            ### 🧠 Reasoning Protocols Explained:
-            
-            - **Chain-of-Thought**: Breaks down complex queries into step-by-step reasoning
-            - **Self-Consistency**: Generates multiple reasoning paths and finds consensus
-            - **Tree-of-Thoughts**: Explores branching approaches and selects the best
-            - **ReAct**: Combines reasoning with action cycles for interactive problem-solving
-            - **Reflexion**: Self-reflects on attempts and improves iteratively
-            - **RAG**: Retrieves relevant knowledge before generating responses
-            
-            ### 💡 Pro Tips:
-            - Enable reasoning protocols for complex legal questions
-            - HuggingFace model works instantly (no API key needed)
-            - Each legal mode is optimized for specific tasks
-            - Reasoning trace shows which protocols were applied
-            """)
         
-        # Reasoning Brain Info Tab
-        with gr.Tab("🧠 Reasoning Brain"):
-            gr.Markdown("""
-            ## Unified AI Reasoning Brain
-            
-            ### 📊 Protocol Categories:
-            
-            #### Core Reasoning (Protocols 1-50)
-            - Chain-of-Thought (CoT)
-            - Self-Consistency
-            - Tree-of-Thoughts (ToT)
-            - Graph-of-Thoughts (GoT)
-            - ReAct (Reason + Act)
-            - Plan-and-Solve
-            - Program-of-Thoughts
-            - Algorithm-of-Thoughts
-            - Reflexion
-            - Self-Refine
-            - Chain-of-Verification
-            - Skeleton-of-Thought
-            - Thread-of-Thought
-            - Maieutic Prompting
-            - RAG (Retrieval-Augmented Generation)
-            
-            #### Quantum-Specific (Protocols 51-100)
-            - Quantum Job Orchestration
-            - Quantum State Preparation
-            - VQE (Variational Quantum Eigensolver)
-            - QAOA (Quantum Approximate Optimization)
-            - Quantum Machine Learning
-            - Circuit Transpilation
-            - Error Mitigation
-            - Quantum Error Correction
-            
-            #### Multi-Agent (Protocols 73-100)
-            - Multi-Agent Coordination
-            - Contract Net Protocol
-            - Blackboard Systems
-            - Hierarchical Task Networks
-            
-            ### 🎯 How It Works:
-            
-            1. **Query Analysis**: Your question is analyzed for keywords and intent
-            2. **Protocol Selection**: The Brain selects appropriate reasoning protocols
-            3. **Execution**: Protocols run in sequence or parallel
-            4. **Synthesis**: Results are combined with legal expertise
-            5. **Response**: Enhanced answer with reasoning trace
-            
-            ### 🔧 Powered By:
-            - **Pro'VerBs™** Open-Source Protocol
-            - **ADAPPT-I™** Technology Implementation
-            - Proprietary © 2025 Solomon 8888
-            
-            ### ⚖️ Legal Applications:
-            - Document analysis with multi-step verification
-            - Case research with tree exploration
-            - Contract validation with self-consistency
-            - Legal reasoning with chain-of-thought
-            - Regulatory updates with RAG
-            """)
+        # Voice Cloning Tab - FULL SUPERTONIC INTERFACE
+        with gr.Tab("🎙️ Voice Cloning"):
+            create_supertonic_interface()
         
-        # Analytics Dashboard Tab
+        # Analytics Tab
         with gr.Tab("📊 Analytics"):
             gr.Markdown("""
             ## Analytics & Performance Dashboard
-            
             View real-time analytics and performance metrics for the Ultimate Brain.
             """)
             
@@ -480,36 +184,25 @@ with demo:
                 fn=clear_cache_action,
                 outputs=[cache_stats_output]
             )
-            
+        
+        # Reasoning Brain Tab
+        with gr.Tab("🧠 Reasoning Brain"):
             gr.Markdown("""
-            ### 📈 What's Tracked:
+            ## Unified AI Reasoning Brain
             
-            **Analytics:**
-            - Total queries processed
-            - Success rate
-            - Average response time
-            - Most popular legal modes
-            - Most popular AI models
-            - Reasoning protocol usage
-            - Recent queries
+            ### 📊 Protocol Categories:
             
-            **Performance:**
-            - Cache hit rate
-            - Total requests
-            - Average response time
-            - Error rate
+            #### Core Reasoning (Protocols 1-50)
+            - Chain-of-Thought, Self-Consistency, Tree-of-Thoughts
+            - ReAct, Reflexion, RAG, and more
             
-            **Cache:**
-            - Current cache size
-            - Maximum capacity
-            - TTL (Time To Live)
-            - Oldest cached entry
+            #### Quantum-Specific (Protocols 51-100)
+            - Quantum Job Orchestration, VQE, QAOA
+            - Circuit Transpilation, Error Mitigation
             
-            ### 💡 Optimization Tips:
-            - High cache hit rate = faster responses
-            - Monitor popular modes to optimize
-            - Clear cache if experiencing issues
-            - Analytics help identify usage patterns
+            #### Multi-Agent (Protocols 73-100)
+            - Multi-Agent Coordination
+            - Contract Net Protocol
             """)
         
         # About Tab
@@ -521,55 +214,43 @@ with demo:
             - **100+ Reasoning Protocols** - Most advanced reasoning system
             - **6 AI Models** - Choose the best for your needs
             - **7 Legal Modes** - Specialized for different legal tasks
-            - **Quantum Reasoning** - Cutting-edge optimization protocols
-            - **Multi-Agent System** - Coordinated problem-solving
-            - **Audio Processing** - Supertonic AI integration
+            - **Voice Cloning** - Professional Supertonic integration
+            - **Audio Processing** - Complete recording and playback controls
             
-            ### 🏆 Technology Stack:
-            - Unified AI Reasoning Brain (Proprietary)
-            - Pro'VerBs™ Open-Source Protocol
-            - ADAPPT-I™ Technology
-            - Multi-AI Provider Integration
-            - Advanced Natural Language Processing
+            ### 🎙️ Voice Cloning Features:
+            - Record voice samples with full controls
+            - Clone any voice with text-to-speech
+            - Professional audio processing
+            - Export voice profiles
+            - Play, Pause, Record, Rewind, Stop controls
             
-            ### 🔑 API Key Setup:
-            Set in Space Settings → Repository Secrets:
-            - `OPENAI_API_KEY` - For GPT-4
-            - `GOOGLE_API_KEY` - For Gemini
-            - `PERPLEXITY_API_KEY` - For Perplexity
-            - `NINJAAI_API_KEY` - For NinjaAI
-            
-            ### 📜 Legal & Trademarks:
-            **Proprietary License – Free to Use**  
-            © 2025 Solomon 8888. All Rights Reserved.
-            
-            **Trademarks:**
-            - Pro'VerBs™ Open-Source Protocol
-            - ADAPPT-I™ Technology Implementation
-            - Dual Analysis Law Perspective™
-            
-            All trademarks are registered and must be properly attributed.
+            ### 📚 Resources:
+            - **Main Space**: https://huggingface.co/spaces/Solomon7890/ProVerbS_LaW_mAiN_PAgE
+            - **Supertonic**: https://github.com/supertone-inc/supertonic
+            - **Models**: https://huggingface.co/Supertone/supertonic
             
             ### ⚠️ Disclaimer:
-            This platform provides general legal information only. It does not constitute legal advice.
-            Always consult with a licensed attorney for specific legal matters.
+            This platform provides general legal information only. Consult with a licensed attorney for specific legal matters.
             
             ---
-            **Version 3.0.0** | Ultimate Brain Edition | Built by Solomon7890
+            **Version 3.0.0 + Voice Cloning** | Built by Solomon7890
             """)
     
     # Footer
     gr.Markdown("""
     ---
     <div style="text-align: center; padding: 20px;">
-        <p><strong>⚖️ ProVerBs Ultimate Legal AI Brain v3.0</strong></p>
-        <p>Powered by Pro'VerBs™ & ADAPPT-I™ | 100+ Reasoning Protocols | 6 AI Models</p>
+        <p><strong>⚖️ ProVerBs Ultimate Legal AI Brain v3.0 + Voice Cloning</strong></p>
+        <p>Powered by Pro'VerBs™ & ADAPPT-I�� | 100+ Protocols | 6 AI Models | Voice Cloning</p>
         <p style="font-size: 0.85rem; color: #666;">
             © 2025 Solomon 8888 | Built with ❤️ for legal professionals worldwide
         </p>
     </div>
     """)
 
+# Use the new demo with voice cloning
+demo = demo_with_voice
+
 if __name__ == "__main__":
     demo.queue(max_size=20)
     demo.launch(server_name="0.0.0.0", server_port=7860, share=False)