GenAI Multi-Agent System

A FastAPI-powered API for multi-agent GenAI workflows, including calculator, search, document retrieval, and question answering capabilities.

Features

• Multi-Agent Architecture: Intelligent query routing to specialized agents
• Calculator Agent: Mathematical calculations and business computations
• Search Agent: Web search capabilities
• Document Retrieval Agent: Knowledge base document search
• Question Answering Agent: Context-aware question answering
• Conversation Management: Message history and conversation tracking
• Extensible Design: Easy to add new agents and capabilities

Requirements

• Python 3.8+
• Docker (for containerized setup)
• FastAPI
• Uvicorn

Quick Start

Local Development

1. Clone the repository:

   git clone https://github.com/CastleInc/Agentic-App.git
   cd Agentic-App
   

2. Create virtual environment:

   python -m venv .venv source .venv/bin/activate # On Windows: .venv\Scripts\activate

3. Install dependencies:

   pip install -r requirements.txt

4. Run the application:

   uvicorn main:app --reload

   Access the API:

   API: http://localhost:8000
   Interactive docs: http://localhost:8000/docs
   OpenAPI schema: http://localhost:8000/redoc
   

5. Docker Setup Build the Docker image:
   docker build -t genai-agentic-app .

6. Run the container:
   docker run -p 8000:8000 genai-agentic-app Access the application:
   Open http://localhost:8000 in your browser