AI Legal Assistant 🤖⚖️

A sophisticated legal assistant powered by artificial intelligence that helps users understand legal matters, court judgments, and legal procedures in an interactive chat interface.

Demo 🎥

▶️ Click Here to Watch Full Demo Video

Key Features 🌟

• Interactive Chat Interface: WhatsApp-style chat interface for natural conversations
• Multiple Persona Modes:
  • Layperson (simple, non-technical)
  • Legal Professional (detailed, citations)
  • Concise (short answers)
  • Verbose (step-by-step explanations)
• Comprehensive Legal Information:
  • Case summaries and query overviews
  • Step-by-step actionable items
  • Applicable laws and regulations
  • Legal procedures and documentation
  • Professional guidance

Screenshots 📸

AI Legal Assistant with multiple persona modes and interactive chat interface

Technologies Used 🛠️

Core Technologies

• Python with Streamlit for the web interface
• Groq for advanced language model capabilities
• FAISS for efficient vector similarity search
• HuggingFace for embeddings (sentence-transformers)
• LangChain for AI/LLM application framework

Key Libraries and Tools

• langchain_groq: For integration with Groq's language models
• langchain_community: For document loading and processing
• PyPDF: For PDF document processing
• Wikipedia API: For accessing legal references
• Arxiv API: For academic legal research
• CUDA Support: GPU acceleration when available

System Architecture 🏗️

1. Vector Store System:

   • Efficient document indexing
   • Persistent storage with pickle
   • MMR (Maximal Marginal Relevance) search

2. Document Processing:

   • PDF directory loading
   • Web content integration
   • Recursive text splitting

3. Chat System:

   • History management
   • Multiple persona support
   • Real-time response generation

Getting Started 🚀

1. Clone the repository

git clone https://github.com/Abhishek676062/LegalAI.git

2. Install dependencies

pip install -r requirements.txt

3. Set up environment variables

GROQ_API_KEY=your_api_key_here

4. Run the application

streamlit run app.py

Use Cases 💡

1. Legal Research:

   • Quick access to relevant laws and regulations
   • Finding applicable court judgments
   • Understanding legal procedures

2. Legal Documentation:

   • Step-by-step guidance for filing requirements
   • Document preparation assistance
   • Timeline expectations

3. Professional Guidance:

   • Recommendations for legal professionals
   • Legal aid options
   • Risk assessment

Project Structure 📁

LegelAI/
├── app.py              # Main Legal application file
├── data/              # PDF and legal document storage
├── vector_store.pkl   # Persistent vector storage
└── README.md          # Project documentation

Future Enhancements 🔮

• Integration with more legal databases
• Multi-language support
• Document generation capabilities
• Advanced case law analysis
• Mobile application development

Contributing 🤝

Contributions are welcome! Please feel free to submit a Pull Request.

License 📝

This project is licensed under the MIT License - see the LICENSE file for details.

Connect & Collaborate 🤝

I'm passionate about leveraging AI to make legal information more accessible and understandable. Let's connect and create something amazing together!

Professional Services 💼

• Custom AI Agent Solutions
• Chatbot Development
• Document Processing Systems
• AI Integration Consulting

Stay Updated 🌟

• Follow me for more AI updates and projects
• Star ⭐ this repo to show your support
• Share with others who might find it helpful

Get in Touch 📫

• Email: shabhishek055@gmail.com
• Open for freelance projects and collaborations
• Available for technical consultations

---

Show Your Support

⭐ Star this repo if you found it helpful!

🔄 Share with the community

👥 Open for collaborations