Spaces:
Running
Running
File size: 21,029 Bytes
6c914fc |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 |
"""
ProVerBs Legal AI - Integrated Landing Page with AI Legal Chatbot
Incorporates your specialized AI Legal Chatbot with multiple modes
"""
import gradio as gr
from huggingface_hub import InferenceClient
import json
import os
from datetime import datetime
from typing import Dict, List, Optional
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"
}
# Application features from your original chatbot
self.app_features = {
"Legal Action Advisor": {
"description": "Get personalized recommendations for seeking justice and remedy",
"features": ["AI-powered action recommendations", "Case type analysis", "Timeline planning"]
},
"Document Analysis": {
"description": "Upload and analyze legal documents with AI-powered insights",
"features": ["OCR text extraction", "Multi-format support", "AI analysis"]
},
"Legal Research": {
"description": "Comprehensive legal research tools and databases",
"features": ["Multiple legal databases", "Case law research", "Statutory analysis"]
},
"Communications": {
"description": "Integrated communication system with SMS, email, and phone",
"features": ["Twilio integration", "Legal alerts", "Case reminders"]
},
"Document Generation": {
"description": "AI-powered legal document creation and templates",
"features": ["Smart templates", "Custom document builder", "Legal form generation"]
}
}
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()
# Feature recommendations based on query
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()
# Get mode-specific system prompt
system_message = chatbot_integration.get_mode_system_prompt(mode)
# Check for navigation-specific responses
if mode == "navigation":
nav_response = chatbot_integration.format_navigation_response(message)
if nav_response:
yield nav_response
return
# Use HF Inference API
token = hf_token.token if hf_token else None
client = InferenceClient(token=token, model="meta-llama/Llama-3.3-70B-Instruct")
# Prepare messages
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})
# Stream response
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
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;
}
.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;
}
"""
# 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
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")
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 (Your specialized 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
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("---")
# Chat interface
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),
type="messages",
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
- **General Mode** answers broad legal questions
- 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>
""", elem_classes=["feature-card"])
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>
""", elem_classes=["feature-card"])
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>
""", elem_classes=["feature-card"])
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>
""", elem_classes=["feature-card"])
gr.Markdown("""
---
### 🤖 AI Assistant Modes
Our chatbot includes **7 specialized modes**:
1. **Navigation Guide** - Find features in the platform
2. **General Assistant** - Broad legal questions
3. **Document Validator** - Analyze document quality
4. **Research Assistant** - Find legal precedents
5. **Etymology Expert** - Learn term origins
6. **Case Manager** - Organize your cases
7. **Regulatory Monitor** - Stay updated on changes
""")
# 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:
- **Navigation Guide** - Helps you find and use platform features
- **General Legal Assistant** - Answers broad legal questions
- **Document Validator** - Analyzes legal documents for completeness
- **Legal Research Assistant** - Finds relevant case law and statutes
- **Etymology Expert** - Explains origins of legal terms
- **Case Management Helper** - Assists with organizing cases
- **Regulatory Update Monitor** - Keeps you informed of changes
### 👥 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
### 📚 Resources
- [Documentation](https://huggingface.co/Solomon7890)
- [GitHub](https://github.com/Solomon7890)
- [Community](#)
- [Support](#)
### ⚠️ 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> |
<a href="#" target="_blank">Documentation</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
)
|