Legal Team Agent

A Streamlit application that simulates a full-service legal team using multiple AI agents to analyze legal documents and provide comprehensive legal insights. Each agent represents a different legal specialist role, from research and contract analysis to strategic planning, working together to provide thorough legal analysis and recommendations.

Features

AI Agent Specialists

• Legal Researcher

  • Conducts comprehensive legal research
  • Finds and cites relevant cases and precedents
  • Uses DuckDuckGo search integration
  • References specific document sections in findings

• Contract Analyst

  • Reviews contracts in detail
  • Identifies key terms and obligations
  • Highlights potential legal issues
  • Provides clause-specific analysis

• Legal Strategist

  • Develops legal strategies
  • Assesses risks and opportunities
  • Provides actionable recommendations
  • Creates strategic implementation plans

• Team Lead

  • Coordinates between specialists
  • Ensures comprehensive analysis
  • Verifies source citations
  • Maintains document reference accuracy

Analysis Types Available

• Contract Review: Detailed analysis by Contract Analyst
• Legal Research: In-depth research by Legal Researcher
• Risk Assessment: Combined analysis by Legal Strategist and Contract Analyst
• Compliance Check: Comprehensive review by all specialists
• Custom Query: Flexible analysis using all available agents

Prerequisites

• Docker: Make sure Docker is installed on your system. You can download it from Docker's official website.
• Install Docker (Windows):
  1. Download the Docker Desktop installer from the Docker Hub.
  2. Run the installer and follow the instructions.
  3. After installation, you can run Docker using the command:

  docker run -p 6333:6333 -d qdrant/qdrant

  • Port Mapping: The command maps port 6333 on your local machine to port 6333 on the Qdrant container. This is the default setting and should work for most users. However, if you have another service running on port 6333, you can change it by modifying the command:

  docker run -p <host_port>:6333 -d qdrant/qdrant

  Replace <host_port> with the desired port number.

How to Run

1. Setup Environment

   # Clone the repository
   git clone https://github.com/shireen168/legal_team_agent.git
   cd legal_team_agent
   
   # Install dependencies
   poetry install

2. Configure API Keys

   • Get OpenAI API key from OpenAI Platform
   • Get Qdrant API key and URL from Qdrant Cloud

3. Run the Application

   poetry run streamlit run main.py

4. Use the Interface

   • Enter API credentials
   • Upload a legal document (PDF)
   • Select analysis type
   • Add custom queries if needed
   • View analysis results

Notes

• Supports PDF documents only
• Uses GPT-4o for analysis
• Uses text-embedding-3-small for embeddings
• Requires stable internet connection
• API usage costs apply