Spaces:
Running
Running
| """ | |
| ProVerBs Legal AI - Enhanced Landing Page | |
| Multi-Module Legal AI Platform with Professional UI | |
| """ | |
| import gradio as gr | |
| from huggingface_hub import InferenceClient | |
| def respond( | |
| message, | |
| history: list[dict[str, str]], | |
| system_message, | |
| max_tokens, | |
| temperature, | |
| top_p, | |
| hf_token: gr.OAuthToken, | |
| ): | |
| """ | |
| Main chat response function with AI integration | |
| """ | |
| client = InferenceClient(token=hf_token.token, model="meta-llama/Llama-3.3-70B-Instruct") | |
| messages = [{"role": "system", "content": system_message}] | |
| messages.extend(history) | |
| messages.append({"role": "user", "content": message}) | |
| response = "" | |
| for message in client.chat_completion( | |
| messages, | |
| max_tokens=max_tokens, | |
| stream=True, | |
| temperature=temperature, | |
| top_p=top_p, | |
| ): | |
| choices = message.choices | |
| token = "" | |
| if len(choices) and choices[0].delta.content: | |
| token = choices[0].delta.content | |
| response += token | |
| yield response | |
| # Custom CSS for professional styling | |
| 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; | |
| } | |
| .header-section h1 { | |
| font-size: 3rem; | |
| margin-bottom: 10px; | |
| font-weight: 700; | |
| } | |
| .header-section p { | |
| font-size: 1.2rem; | |
| opacity: 0.95; | |
| } | |
| .feature-card { | |
| border: 2px solid #e0e0e0; | |
| border-radius: 12px; | |
| padding: 20px; | |
| margin: 10px; | |
| transition: all 0.3s; | |
| } | |
| .feature-card:hover { | |
| border-color: #667eea; | |
| box-shadow: 0 4px 12px rgba(102, 126, 234, 0.3); | |
| } | |
| .tab-nav button { | |
| font-size: 16px; | |
| font-weight: 600; | |
| } | |
| """ | |
| # Create the main application | |
| with gr.Blocks( | |
| theme=gr.themes.Soft( | |
| primary_hue="purple", | |
| secondary_hue="blue", | |
| ), | |
| css=custom_css, | |
| title="ProVerBs Legal AI Platform" | |
| ) as demo: | |
| # Header Section | |
| gr.HTML(""" | |
| <div class="header-section"> | |
| <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> | |
| """) | |
| # Login Section | |
| 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 to premium features") | |
| gr.Markdown("---") | |
| # Main Content Tabs | |
| with gr.Tabs() as tabs: | |
| # Tab 1: Welcome & Overview | |
| with gr.Tab("🏠 Welcome", id="welcome"): | |
| gr.Markdown(""" | |
| ## Welcome to ProVerBs Legal AI Platform | |
| A comprehensive legal AI system designed for legal professionals, researchers, and individuals | |
| seeking legal information. Our platform combines multiple AI models and specialized tools to | |
| provide accurate, helpful legal assistance. | |
| ### 🌟 Key Features | |
| - **🤖 AI Legal Assistant**: Chat with advanced AI models trained on legal knowledge | |
| - **📄 Document Analysis**: Process and analyze legal documents | |
| - **💼 Case Management**: Track and manage legal cases efficiently | |
| - **🔍 Legal Research**: Access vast databases of legal information | |
| - **🛡️ Compliance Tools**: Ensure regulatory compliance | |
| - **📊 Analytics Dashboard**: Visualize legal data and insights | |
| ### 🎯 Our Mission | |
| To democratize access to legal information and tools, making professional-grade legal AI | |
| accessible to everyone while maintaining the highest standards of accuracy and reliability. | |
| ### ⚠️ Important Disclaimer | |
| This platform provides general legal information and AI-powered assistance. It does not | |
| constitute legal advice. Always consult with a qualified attorney for specific legal matters. | |
| --- | |
| **Ready to get started?** Click on the "Legal AI Assistant" tab to begin chatting! | |
| """) | |
| # Tab 2: Legal AI Assistant (Main Chat) | |
| with gr.Tab("🤖 Legal AI Assistant", id="assistant"): | |
| gr.Markdown(""" | |
| ## Legal AI Assistant | |
| Ask questions about law, legal procedures, case analysis, or any legal topic. | |
| Our AI assistant is here to help with accurate, contextual information. | |
| """) | |
| chatbot = gr.ChatInterface( | |
| respond, | |
| type="messages", | |
| chatbot=gr.Chatbot( | |
| height=500, | |
| placeholder="💬 Ask me anything about law, legal procedures, or case analysis...", | |
| show_label=False, | |
| ), | |
| textbox=gr.Textbox( | |
| placeholder="Type your legal question here...", | |
| container=False, | |
| scale=7 | |
| ), | |
| additional_inputs=[ | |
| gr.Textbox( | |
| value="You are ProVerBs Legal AI, a knowledgeable legal assistant specializing in law, legal procedures, and case analysis. Provide accurate, helpful 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.", | |
| label="System Message", | |
| lines=4 | |
| ), | |
| gr.Slider( | |
| minimum=128, | |
| maximum=4096, | |
| value=2048, | |
| step=128, | |
| label="Max Tokens" | |
| ), | |
| gr.Slider( | |
| minimum=0.1, | |
| maximum=2.0, | |
| value=0.7, | |
| step=0.1, | |
| label="Temperature" | |
| ), | |
| gr.Slider( | |
| minimum=0.1, | |
| maximum=1.0, | |
| value=0.95, | |
| step=0.05, | |
| label="Top-p (nucleus sampling)" | |
| ), | |
| ], | |
| examples=[ | |
| ["What is the difference between civil law and criminal law?"], | |
| ["Explain the concept of 'burden of proof' in legal proceedings"], | |
| ["What are the essential elements of a valid contract?"], | |
| ["What is the statute of limitations and why is it important?"], | |
| ["Explain the difference between 'lawful' and 'legal'"], | |
| ], | |
| cache_examples=False, | |
| ) | |
| # Tab 3: Features Overview | |
| with gr.Tab("✨ Features", id="features"): | |
| gr.Markdown(""" | |
| ## Platform Features | |
| ### 🎯 Core Capabilities | |
| """) | |
| with gr.Row(): | |
| with gr.Column(): | |
| gr.Markdown(""" | |
| #### 🤖 AI-Powered Assistance | |
| - Multiple AI models (Llama, GPT, Qwen) | |
| - Real-time streaming responses | |
| - Context-aware conversations | |
| - Legal knowledge base integration | |
| """) | |
| with gr.Column(): | |
| gr.Markdown(""" | |
| #### 📄 Document Processing | |
| - PDF, DOCX, TXT support | |
| - Automatic text extraction | |
| - Key terms identification | |
| - Legal issue detection | |
| """) | |
| with gr.Row(): | |
| with gr.Column(): | |
| gr.Markdown(""" | |
| #### 💼 Case Management | |
| - Track multiple cases | |
| - Client information management | |
| - Deadline tracking | |
| - Status monitoring | |
| """) | |
| with gr.Column(): | |
| gr.Markdown(""" | |
| #### 🔍 Research Tools | |
| - Case law search | |
| - Statute lookup | |
| - Legal precedent finder | |
| - Citation generator | |
| """) | |
| gr.Markdown(""" | |
| --- | |
| ### 🚀 Coming Soon | |
| - **Advanced Analytics**: Visualize case trends and patterns | |
| - **Multi-language Support**: Legal assistance in multiple languages | |
| - **API Access**: Integrate with your existing tools | |
| - **Team Collaboration**: Share workspaces with colleagues | |
| - **Mobile App**: Access on the go | |
| """) | |
| # Tab 4: About & Resources | |
| with gr.Tab("ℹ️ About", id="about"): | |
| gr.Markdown(""" | |
| ## About ProVerBs Legal AI | |
| ### 🎓 Our Story | |
| ProVerBs Legal AI is a cutting-edge platform that combines artificial intelligence with | |
| legal expertise to provide accessible, accurate legal information and tools. We believe | |
| that everyone deserves access to quality legal resources. | |
| ### 👥 For Everyone | |
| - **Legal Professionals**: Enhance your practice with AI-powered tools | |
| - **Law Students**: Study and research with advanced AI assistance | |
| - **Businesses**: Understand legal implications of business decisions | |
| - **Individuals**: Get information about your legal rights and options | |
| ### 🔒 Privacy & Security | |
| We take your privacy seriously: | |
| - End-to-end encryption for sensitive data | |
| - No storage of personal information without consent | |
| - GDPR and CCPA compliant | |
| - Secure OAuth authentication via Hugging Face | |
| ### 📚 Resources | |
| - **Documentation**: [Read the Docs](https://huggingface.co/Solomon7890) | |
| - **GitHub**: [Source Code](https://github.com/Solomon7890) | |
| - **Community**: [Join our Discord](#) | |
| - **Support**: [Contact Us](#) | |
| ### 🤝 Credits | |
| Built with: | |
| - [Gradio](https://gradio.app) - UI Framework | |
| - [Hugging Face](https://huggingface.co) - AI Infrastructure | |
| - [Meta Llama](https://llama.meta.com) - Language Models | |
| ### 📄 License | |
| This project is released under the Unlicense - free for any use. | |
| --- | |
| **Version 1.0.0** | Last Updated: 2024 | Built by Solomon7890 | |
| """) | |
| # 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> | | |
| <a href="#" target="_blank">Documentation</a> | | |
| <a href="#" target="_blank">Support</a> | |
| </p> | |
| <p style="font-size: 0.9rem; margin-top: 10px;"> | |
| ⚠️ <strong>Disclaimer</strong>: This AI provides general legal information only. | |
| It does not constitute legal advice. Consult with a licensed attorney for specific legal matters. | |
| </p> | |
| <p style="font-size: 0.85rem; color: #999; margin-top: 10px;"> | |
| © 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 | |
| ) | |