autogen/samples/apps/try_orc

• GAIA Orchestrator Agent Demo
• • Getting Started
  • • Prerequisites
    • Installation
    • Running the Application

GAIA Orchestrator Agent Demo

This directory contains a sample application designed to demonstrate the capabilities of the orchestrator developed for the GAIA benchmark.

Getting Started

Prerequisites

The application should be run in a virtual environment to ensure that its dependencies do not interfere with any existing Python packages you may have. You can use any virtual environment manager you prefer, such as venv or conda.

Installation

1. Clone this repository to your local machine.

2. Navigate to the try_orc directory within the cloned repository:

   cd try_orc
   

3. Install the required Python packages:

   pip install -r requirements.txt
   

Running the Application

First you need to set up your LLM keys and configuration. You can do this by
creating a file called OAI_CONFIG_LIST or export an environment variable
with the same name and content. Its basically a JSON string that defines
various properties like model names, api keys, base urls, etc.

Please see the contents of OAI_CONFIG_LIST_sample in this directory for an example.
Modify it with your keys and configuration and rename it to OAI_CONFIG_LIST.

Note: The config list must contain one multi-modal model tagged with "mlm" and one (at least) text model tagged with "llm"

Once you've installed the required packages, you can run the application with the following command:

python <demo file>

There are several demos available:

Demo File	Orchestrator	Agents
demo_orc_twoagents.py	text	coder, computer terminal
demo_orc_mdwebsurfer.py	text	+ web surfer (md)
demo_orc_mmwebsurfer.py	mm	web surfer (md) → web surfer (mm)

Note: Multi-modal webbrowser requires playwright. You can install it using the following instructions:

pip install playwright
playwright install --with-deps chromium