Spaces:
Running
Running
🧠 Ultimate Brain v3.0: Multi-AI + 100+ Reasoning Protocols + Supertonic
Browse files
app.py
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@@ -16,6 +16,10 @@ import requests
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# Import Unified Brain
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from unified_brain import UnifiedBrain, ReasoningContext
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class UltimateLegalBrain:
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"""
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Ultimate Legal AI Brain combining:
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"""Generate response using Ultimate Brain"""
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# Process with Brain
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brain_result = await ultimate_brain.process_legal_query(
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query=message,
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@@ -198,7 +215,15 @@ custom_css = """
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# Create Gradio Interface
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demo = gr.Blocks(title="ProVerBs Ultimate Legal AI Brain", css=custom_css)
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with demo:
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gr.HTML("""
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<div class="header-section">
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<h1>⚖️ ProVerBs Ultimate Legal AI Brain</h1>
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@@ -417,6 +442,76 @@ with demo:
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- Regulatory updates with RAG
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""")
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# About Tab
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with gr.Tab("ℹ️ About"):
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gr.Markdown("""
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# Import Unified Brain
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from unified_brain import UnifiedBrain, ReasoningContext
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# Import Performance & Analytics
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from performance_optimizer import performance_cache, performance_monitor, with_caching
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from analytics_seo import analytics_tracker, SEOOptimizer
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class UltimateLegalBrain:
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"""
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Ultimate Legal AI Brain combining:
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):
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"""Generate response using Ultimate Brain"""
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import time
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start_time = time.time()
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# Track analytics
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analytics_tracker.track_query(
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query=message,
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mode=mode,
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ai_provider=ai_provider,
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reasoning_enabled=use_reasoning,
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response_time=0, # Will update later
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success=True
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)
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# Process with Brain
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brain_result = await ultimate_brain.process_legal_query(
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query=message,
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# Create Gradio Interface
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demo = gr.Blocks(title="ProVerBs Ultimate Legal AI Brain", css=custom_css)
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# Add SEO meta tags
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seo_meta = SEOOptimizer.get_meta_tags()
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seo_structured = SEOOptimizer.get_structured_data()
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with demo:
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# Add SEO tags
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gr.HTML(seo_meta + seo_structured)
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# Header
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gr.HTML("""
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<div class="header-section">
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<h1>⚖️ ProVerBs Ultimate Legal AI Brain</h1>
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- Regulatory updates with RAG
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""")
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# Analytics Dashboard Tab
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with gr.Tab("📊 Analytics"):
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gr.Markdown("""
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## Analytics & Performance Dashboard
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View real-time analytics and performance metrics for the Ultimate Brain.
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""")
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with gr.Row():
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analytics_btn = gr.Button("📊 Refresh Analytics", variant="primary")
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clear_cache_btn = gr.Button("🗑️ Clear Cache", variant="secondary")
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analytics_output = gr.JSON(label="Analytics Data")
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performance_output = gr.JSON(label="Performance Metrics")
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cache_stats_output = gr.JSON(label="Cache Statistics")
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def get_analytics():
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return analytics_tracker.get_analytics()
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def get_performance():
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return performance_monitor.get_metrics()
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def get_cache_stats():
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return performance_cache.get_stats()
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def clear_cache_action():
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performance_cache.clear()
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return {"status": "Cache cleared successfully"}
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analytics_btn.click(
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fn=lambda: (get_analytics(), get_performance(), get_cache_stats()),
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outputs=[analytics_output, performance_output, cache_stats_output]
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)
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clear_cache_btn.click(
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fn=clear_cache_action,
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outputs=[cache_stats_output]
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)
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gr.Markdown("""
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### 📈 What's Tracked:
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**Analytics:**
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- Total queries processed
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- Success rate
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- Average response time
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- Most popular legal modes
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- Most popular AI models
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- Reasoning protocol usage
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- Recent queries
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**Performance:**
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- Cache hit rate
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- Total requests
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- Average response time
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- Error rate
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**Cache:**
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- Current cache size
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- Maximum capacity
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- TTL (Time To Live)
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- Oldest cached entry
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### 💡 Optimization Tips:
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- High cache hit rate = faster responses
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- Monitor popular modes to optimize
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- Clear cache if experiencing issues
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- Analytics help identify usage patterns
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""")
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# About Tab
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with gr.Tab("ℹ️ About"):
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gr.Markdown("""
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