Aicompliance MCP

🚀 EU AI Act Compliance Chatbot

This chatbot, designed with a hybrid retrieval approach (vector search + knowledge graph), is used to answer questions about the EU AI Act.

🚀 Quick Start

✨ Features

• Utilizes a hybrid retrieval approach (vector search + knowledge graph) to answer questions about the EU AI Act.

📦 Installation

1. Install Poetry: If Poetry is not installed, follow the instructions here.
2. Clone the repository:

   git clone <your-repo-url>
   cd eu-ai-act-chatbot
   

3. Install dependencies:

   poetry install
   

4. Set up environment variables:
   • Copy the .env.example file to .env:

     cp .env.example .env # Or rename the template to .env
     

   • Fill in your API keys and service details in the .env file.
5. Download the EU AI Act PDF: Place the PDF file in the data/ directory (you may need to create it) with the file name eu_ai_act.pdf.

💻 Usage Examples

Data Processing

To process the EU AI Act document and populate the vector store and knowledge graph:

poetry shell
python -m scripts.process_eu_ai_act

Running the API

To run the FastAPI application locally:

poetry shell
uvicorn src.eu_ai_act_chatbot.api.main:app --reload

The API will be available at http://127.0.0.1:8000. You can access the interactive documentation at http://127.0.0.1:8000/docs.

Running Tests

poetry shell
pytest

Deployment (AWS Lambda)

1. Create a deployment package:

   # Ensure dependencies are installed in the project virtual environment
   poetry install --no-dev
   
   # Create a packaging directory
   mkdir package
   
   # Install dependencies into the packaging directory
   poetry run pip install --upgrade pip
   poetry run pip install -r <(poetry export -f requirements.txt --without-hashes) --target ./package
   
   # Copy the source code and Lambda handler
   cp -r ./src ./package/
   cp lambda_function.py ./package/
   
   # Create a zip file
   cd package
   zip -r ../deployment.zip .
   cd ..
   

2. Upload deployment.zip to your AWS Lambda function.
3. Ensure the Lambda function's handler is set to lambda_function.lambda_handler.
4. Configure the necessary environment variables in the Lambda function settings.