Spaces:
Running
Running
| """ | |
| ProVerBs Legal AI - Integrated Landing Page with Rotating Logos | |
| Features your custom logos with 60-second rotation | |
| """ | |
| import gradio as gr | |
| from huggingface_hub import InferenceClient | |
| import json | |
| import os | |
| from datetime import datetime | |
| from typing import Dict, List, Optional | |
| import base64 | |
| from pathlib import Path | |
| class AILegalChatbotIntegration: | |
| """ | |
| Integration of your AI Legal Chatbot into Gradio | |
| Supports all specialized modes from your original chatbot | |
| """ | |
| def __init__(self): | |
| self.specialized_modes = { | |
| "navigation": "Application Navigation Guide", | |
| "general": "General Legal Assistant", | |
| "document_validation": "Document Validator", | |
| "legal_research": "Legal Research Assistant", | |
| "etymology": "Legal Etymology Lookup", | |
| "case_management": "Case Management Helper", | |
| "regulatory_updates": "Regulatory Update Monitor" | |
| } | |
| def get_mode_system_prompt(self, mode: str) -> str: | |
| """Get specialized system prompt based on mode""" | |
| prompts = { | |
| "navigation": """You are a ProVerBs Application Navigation Guide. Help users navigate the application's features: | |
| **Available Features:** | |
| - Legal Action Advisor: Get recommendations for seeking justice | |
| - Document Analysis: Upload and analyze legal documents | |
| - Legal Research: Access comprehensive legal databases | |
| - Communications: SMS, email, and phone integration | |
| - Document Generation: Create legal documents with AI | |
| Guide users to the right features and explain how to use them effectively.""", | |
| "general": """You are a General Legal Assistant for ProVerBs Legal AI Platform. Provide accurate legal information while noting that you cannot provide legal advice. Always recommend consulting with a licensed attorney for specific legal matters. Be professional, thorough, and cite relevant legal principles when possible.""", | |
| "document_validation": """You are a Document Validator. Analyze legal documents for: | |
| - Completeness and required elements | |
| - Legal terminology accuracy | |
| - Structural integrity | |
| - Common issues and red flags | |
| Provide specific feedback on document quality and validity.""", | |
| "legal_research": """You are a Legal Research Assistant. Help users: | |
| - Find relevant case law and precedents | |
| - Understand statutes and regulations | |
| - Research legal principles and concepts | |
| - Cite authoritative legal sources | |
| Provide comprehensive research guidance.""", | |
| "etymology": """You are a Legal Etymology Expert. Explain the origins and meanings of legal terms: | |
| - Latin and historical roots | |
| - Evolution of legal terminology | |
| - Modern usage and interpretation | |
| - Related legal concepts | |
| Make legal language accessible and understandable.""", | |
| "case_management": """You are a Case Management Helper. Assist with: | |
| - Organizing case information | |
| - Tracking deadlines and milestones | |
| - Managing documents and evidence | |
| - Coordinating case activities | |
| Provide practical case management advice.""", | |
| "regulatory_updates": """You are a Regulatory Update Monitor. Keep users informed about: | |
| - Recent legal and regulatory changes | |
| - Industry-specific compliance updates | |
| - Important legislative developments | |
| - Impact analysis of new regulations | |
| Provide timely and relevant regulatory information.""" | |
| } | |
| return prompts.get(mode, prompts["general"]) | |
| def format_navigation_response(self, query: str) -> str: | |
| """Format response for navigation queries""" | |
| query_lower = query.lower() | |
| recommendations = [] | |
| if any(word in query_lower for word in ["document", "contract", "agreement", "analyze"]): | |
| recommendations.append("📄 **Document Analysis** - Upload and analyze your documents") | |
| if any(word in query_lower for word in ["research", "case", "law", "statute"]): | |
| recommendations.append("🔍 **Legal Research** - Access comprehensive legal databases") | |
| if any(word in query_lower for word in ["action", "remedy", "justice", "sue"]): | |
| recommendations.append("⚖️ **Legal Action Advisor** - Get recommendations for your situation") | |
| if any(word in query_lower for word in ["create", "generate", "template", "form"]): | |
| recommendations.append("📝 **Document Generation** - Create legal documents with AI") | |
| if any(word in query_lower for word in ["communicate", "message", "sms", "email"]): | |
| recommendations.append("📧 **Communications** - Integrated messaging system") | |
| if recommendations: | |
| return "### I can help you with these features:\n\n" + "\n".join(recommendations) + "\n\n**What would you like to explore?**" | |
| return None | |
| def respond_with_mode( | |
| message, | |
| history: list, | |
| mode: str, | |
| max_tokens: int, | |
| temperature: float, | |
| top_p: float, | |
| hf_token: gr.OAuthToken | None = None | |
| ): | |
| """Generate AI response based on selected mode""" | |
| chatbot_integration = AILegalChatbotIntegration() | |
| system_message = chatbot_integration.get_mode_system_prompt(mode) | |
| if mode == "navigation": | |
| nav_response = chatbot_integration.format_navigation_response(message) | |
| if nav_response: | |
| yield nav_response | |
| return | |
| 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": system_message}] | |
| 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 = "" | |
| try: | |
| for message_chunk in client.chat_completion( | |
| messages, | |
| max_tokens=max_tokens, | |
| stream=True, | |
| temperature=temperature, | |
| top_p=top_p, | |
| ): | |
| if message_chunk.choices and message_chunk.choices[0].delta.content: | |
| token = message_chunk.choices[0].delta.content | |
| response += token | |
| yield response | |
| except Exception as e: | |
| yield f"Error: {str(e)}" | |
| # Custom CSS with rotating logo animation | |
| custom_css = """ | |
| .gradio-container { | |
| max-width: 1200px !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; | |
| position: relative; | |
| } | |
| .logo-container { | |
| margin-bottom: 20px; | |
| display: flex; | |
| justify-content: center; | |
| align-items: center; | |
| } | |
| .rotating-logo { | |
| width: 150px; | |
| height: 150px; | |
| border-radius: 50%; | |
| object-fit: cover; | |
| border: 4px solid rgba(255, 255, 255, 0.8); | |
| box-shadow: 0 8px 32px rgba(0, 0, 0, 0.3); | |
| animation: fadeInOut 60s infinite; | |
| } | |
| @keyframes fadeInOut { | |
| 0%, 20% { opacity: 1; } | |
| 25%, 45% { opacity: 0; } | |
| 50%, 70% { opacity: 1; } | |
| 75%, 95% { opacity: 0; } | |
| 100% { opacity: 1; } | |
| } | |
| .logo-1 { animation-delay: 0s; } | |
| .logo-2 { animation-delay: 20s; } | |
| .logo-3 { animation-delay: 40s; } | |
| .header-section h1 { | |
| font-size: 3rem; | |
| margin-bottom: 10px; | |
| font-weight: 700; | |
| text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.2); | |
| } | |
| .mode-selector { | |
| font-size: 1.1rem !important; | |
| font-weight: 600 !important; | |
| padding: 12px !important; | |
| } | |
| .tab-nav button { | |
| font-size: 16px; | |
| font-weight: 600; | |
| } | |
| .feature-card { | |
| border: 2px solid #e0e0e0; | |
| border-radius: 12px; | |
| padding: 20px; | |
| margin: 10px; | |
| background: #f8f9fa; | |
| transition: all 0.3s; | |
| } | |
| .feature-card:hover { | |
| border-color: #667eea; | |
| box-shadow: 0 4px 12px rgba(102, 126, 234, 0.3); | |
| transform: translateY(-2px); | |
| } | |
| """ | |
| # JavaScript for rotating logos | |
| rotating_logo_js = """ | |
| <script> | |
| function rotateLogo() { | |
| const logos = document.querySelectorAll('.rotating-logo'); | |
| let currentIndex = 0; | |
| function showNextLogo() { | |
| logos.forEach((logo, index) => { | |
| logo.style.display = 'none'; | |
| }); | |
| logos[currentIndex].style.display = 'block'; | |
| currentIndex = (currentIndex + 1) % logos.length; | |
| } | |
| // Show first logo initially | |
| showNextLogo(); | |
| // Rotate every 60 seconds | |
| setInterval(showNextLogo, 60000); | |
| } | |
| // Start rotation when page loads | |
| if (document.readyState === 'loading') { | |
| document.addEventListener('DOMContentLoaded', rotateLogo); | |
| } else { | |
| rotateLogo(); | |
| } | |
| </script> | |
| """ | |
| # Create the main application | |
| demo = gr.Blocks(title="ProVerBs Legal AI Platform") | |
| demo.css = custom_css | |
| with demo: | |
| # Header with Rotating Logos | |
| gr.HTML(f""" | |
| <div class="header-section"> | |
| <div class="logo-container"> | |
| <img src="file/assets/logo_1.jpg" class="rotating-logo logo-1" alt="ProVerBs Logo 1" style="display: block;"> | |
| <img src="file/assets/logo_2.jpg" class="rotating-logo logo-2" alt="ProVerBs Logo 2" style="display: none;"> | |
| <img src="file/assets/logo_3.jpg" class="rotating-logo logo-3" alt="ProVerBs Logo 3" style="display: none;"> | |
| </div> | |
| <h1>⚖️ ProVerBs Legal AI Platform</h1> | |
| <p>Lawful vs. Legal: Dual Analysis "Adappt'plication"</p> | |
| <p style="font-size: 1rem; margin-top: 10px;"> | |
| Professional Legal AI System | Multi-Module Platform | Powered by Advanced AI | |
| </p> | |
| </div> | |
| {rotating_logo_js} | |
| """) | |
| # Login Section (commented out for local preview) | |
| # with gr.Row(): | |
| # with gr.Column(scale=1): | |
| # gr.LoginButton(size="lg") | |
| # with gr.Column(scale=5): | |
| # gr.Markdown("👈 **Login with your Hugging Face account** for full access") | |
| gr.Markdown("---") | |
| # Main Tabs | |
| with gr.Tabs() as tabs: | |
| # Tab 1: Welcome | |
| with gr.Tab("🏠 Welcome", id="welcome"): | |
| gr.Markdown(""" | |
| ## Welcome to ProVerBs Legal AI Platform | |
| A comprehensive legal AI system with **multiple specialized assistants** to help you navigate legal matters. | |
| ### 🎯 Choose Your AI Assistant Mode | |
| Our platform features **7 specialized AI modes** to serve your specific needs: | |
| - **📍 Navigation Guide** - Help finding features in the platform | |
| - **💬 General Legal Assistant** - Broad legal questions and guidance | |
| - **📄 Document Validator** - Analyze and validate legal documents | |
| - **🔍 Legal Research** - Case law and statutory research | |
| - **📚 Etymology Expert** - Understanding legal terminology origins | |
| - **💼 Case Management** - Organizing and tracking legal cases | |
| - **📋 Regulatory Updates** - Stay informed about legal changes | |
| ### ⚖️ Platform Features | |
| - **Legal Action Advisor** - Get personalized recommendations | |
| - **Document Analysis** - AI-powered document processing | |
| - **Legal Research Tools** - Comprehensive databases | |
| - **Communications** - Integrated SMS, email, phone | |
| - **Document Generation** - Create legal documents with AI | |
| **Ready to start?** Click the "AI Legal Chatbot" tab to begin! | |
| """) | |
| # Tab 2: AI Legal Chatbot | |
| with gr.Tab("🤖 AI Legal Chatbot", id="chatbot"): | |
| gr.Markdown(""" | |
| ## AI Legal Chatbot - Multiple Specialized Modes | |
| Select your assistant mode below and start chatting! | |
| """) | |
| mode_selector = gr.Dropdown( | |
| choices=list({ | |
| "navigation": "📍 Navigation Guide - Find features in the app", | |
| "general": "💬 General Legal Assistant - Broad legal questions", | |
| "document_validation": "📄 Document Validator - Analyze documents", | |
| "legal_research": "🔍 Legal Research - Case law & statutes", | |
| "etymology": "📚 Etymology Expert - Legal term origins", | |
| "case_management": "💼 Case Management - Organize cases", | |
| "regulatory_updates": "📋 Regulatory Updates - Legal changes" | |
| }.items()), | |
| value="navigation", | |
| label="Select AI Assistant Mode", | |
| elem_classes=["mode-selector"] | |
| ) | |
| gr.Markdown("---") | |
| chatbot = gr.ChatInterface( | |
| lambda message, history, mode, max_tokens, temperature, top_p, hf_token: | |
| respond_with_mode(message, history, mode.split(":")[0], max_tokens, temperature, top_p, hf_token), | |
| chatbot=gr.Chatbot( | |
| height=500, | |
| placeholder="💬 Select a mode above and ask your question...", | |
| show_label=False, | |
| ), | |
| textbox=gr.Textbox( | |
| placeholder="Type your question here...", | |
| container=False, | |
| scale=7 | |
| ), | |
| additional_inputs=[ | |
| mode_selector, | |
| gr.Slider(128, 4096, value=2048, step=128, label="Max Tokens"), | |
| gr.Slider(0.1, 2.0, value=0.7, step=0.1, label="Temperature"), | |
| gr.Slider(0.1, 1.0, value=0.95, step=0.05, label="Top-p"), | |
| ], | |
| examples=[ | |
| ["How do I navigate to the document analysis feature?"], | |
| ["What is the difference between lawful and legal?"], | |
| ["Can you help me validate a contract?"], | |
| ["I need to research case law about contracts"], | |
| ["What does 'habeas corpus' mean?"], | |
| ["How do I organize my legal case documents?"], | |
| ["What are the latest regulatory changes in business law?"], | |
| ], | |
| cache_examples=False, | |
| ) | |
| gr.Markdown(""" | |
| ### 💡 Tips for Best Results | |
| - **Choose the right mode** for your question type | |
| - **Be specific** with your questions | |
| - **Navigation Mode** helps you find features in the app | |
| - Each mode is specialized for different tasks! | |
| """) | |
| # Tab 3: Features Overview | |
| with gr.Tab("✨ Features", id="features"): | |
| gr.Markdown(""" | |
| ## Platform Features | |
| ### 🎯 Core Capabilities | |
| """) | |
| with gr.Row(): | |
| with gr.Column(): | |
| gr.Markdown(""" | |
| <div class="feature-card"> | |
| #### ⚖️ Legal Action Advisor | |
| Get personalized recommendations for seeking justice and remedy | |
| - AI-powered action recommendations | |
| - Case type analysis | |
| - Timeline planning | |
| - Free resource finder | |
| - Evidence collection guidance | |
| </div> | |
| """) | |
| with gr.Column(): | |
| gr.Markdown(""" | |
| <div class="feature-card"> | |
| #### 📄 Document Analysis | |
| Upload and analyze legal documents with AI insights | |
| - OCR text extraction | |
| - Multi-format support (PDF, DOCX, TXT) | |
| - AI-powered analysis | |
| - Legal database cross-reference | |
| - Document validation | |
| </div> | |
| """) | |
| with gr.Row(): | |
| with gr.Column(): | |
| gr.Markdown(""" | |
| <div class="feature-card"> | |
| #### 🔍 Legal Research | |
| Comprehensive legal research tools and databases | |
| - Multiple legal databases | |
| - Case law research | |
| - Statutory analysis | |
| - Historical documents | |
| - Citation tools | |
| </div> | |
| """) | |
| with gr.Column(): | |
| gr.Markdown(""" | |
| <div class="feature-card"> | |
| #### 📧 Communications | |
| Integrated communication system | |
| - Twilio integration | |
| - SMS messaging | |
| - Email notifications | |
| - Phone capabilities | |
| - Legal alerts & reminders | |
| </div> | |
| """) | |
| # Tab 4: About | |
| with gr.Tab("ℹ️ About", id="about"): | |
| gr.Markdown(""" | |
| ## About ProVerBs Legal AI | |
| ### 🎓 Our Platform | |
| ProVerBs Legal AI combines advanced artificial intelligence with comprehensive legal knowledge | |
| to provide accessible, accurate legal information and tools. | |
| ### 🤖 Specialized AI Chatbot | |
| Our AI chatbot features **7 specialized modes**, each trained for specific legal tasks. | |
| ### 👥 Who We Serve | |
| - **Legal Professionals** - Enhance your practice with AI | |
| - **Law Students** - Research and study assistance | |
| - **Businesses** - Understand legal implications | |
| - **Individuals** - Learn about your legal rights | |
| ### 🔒 Privacy & Security | |
| - End-to-end encryption | |
| - No storage without consent | |
| - GDPR and CCPA compliant | |
| - Secure OAuth authentication | |
| ### ⚠️ Important Disclaimer | |
| This platform provides general legal information only. It does not constitute legal advice. | |
| Always consult with a qualified attorney for specific legal matters. | |
| --- | |
| **Version 1.0.0** | Built by Solomon7890 | Powered by Hugging Face | |
| """) | |
| # Footer | |
| gr.Markdown(""" | |
| --- | |
| <div style="text-align: center; padding: 20px; color: #666;"> | |
| <p><strong>⚖️ ProVerBs Legal AI Platform</strong> | Version 1.0.0</p> | |
| <p> | |
| <a href="https://huggingface.co/Solomon7890" target="_blank">Hugging Face</a> | | |
| <a href="https://github.com/Solomon7890" target="_blank">GitHub</a> | |
| </p> | |
| <p style="font-size: 0.9rem; margin-top: 10px;"> | |
| ⚠️ <strong>Disclaimer</strong>: This AI provides general legal information only. | |
| Consult with a licensed attorney for specific legal matters. | |
| </p> | |
| <p style="font-size: 0.85rem; color: #999;"> | |
| © 2024 ProVerBs Legal AI. Built with ❤️ for legal professionals worldwide. | |
| </p> | |
| </div> | |
| """) | |
| if __name__ == "__main__": | |
| demo.queue(max_size=20) | |
| demo.launch( | |
| server_name="0.0.0.0", | |
| server_port=7860, | |
| share=False, | |
| show_error=True | |
| ) | |