IoA Installation

🚀 Quick Start

Get IoA up and running in just a few steps:

1. 📋 Prerequisites

• Make sure you have Docker installed on your local environment. If Docker is not installed, for download details, please visit the Docker official website .

2. 🛳️ Clone the Repository

git clone git@github.com:OpenBMB/IoA.git
cd IoA

3. 🏗️ Build Docker Images

Core Components

You can directly pull the pre-built docker images from docker hub:

# Server
docker pull weize/ioa-server:latest

# Client
docker pull weize/ioa-client:latest

# Server Frontend
docker pull weize/ioa-server-frontend:latest

# Rename the images
docker tag weize/ioa-server:latest ioa-server:latest
docker tag weize/ioa-client:latest ioa-client:latest
docker tag weize/ioa-server-frontend:latest ioa-server-frontend:latest

Or you can build from source

# Server
docker build -f dockerfiles/server.Dockerfile -t ioa-server:latest .

# Client
docker build -f dockerfiles/client.Dockerfile -t ioa-client:latest .

# Server Frontend
docker build -f dockerfiles/server_frontend.Dockerfile -t ioa-server-frontend:latest .

Agent Images (Build as needed)

# ReAct Agent
docker pull weize/react-agent:latest
docker tag weize/react-agent:latest react-agent:latest

# AutoGPT (we have fixed some bugs in AutoGPT's original docker image)
docker pull weize/autogpt:latest
docker tag weize/autogpt:latest autogpt:latest

# Open Interpreter
docker pull weize/open-interpreter:latest
docker tag weize/open-interpreter:latest open-interpreter:latest

Or you can build from source

# ReAct Agent
docker build -f dockerfiles/tool_agents/react.Dockerfile -t react-agent:latest .

# AutoGPT (we have fixed some bugs in AutoGPT's original docker image)
docker build -f dockerfiles/tool_agents/autogpt.Dockerfile -t autogpt:latest .

# Open Interpreter
docker build -f dockerfiles/tool_agents/open_interpreter.Dockerfile -t open-interpreter:latest .

4. 🌐 Launch Milvus Service

docker network create agent_network
docker-compose -f dockerfiles/compose/milvus.yaml up

5. 🎬 Start IoA

cd dockerfiles/compose/
cp .env_template .env

In .env, fill in your OpenAI API key and other optional environment variables. Then for a quick demo with AutoGPT and Open Interpreter:

cd ../../
docker-compose -f dockerfiles/compose/open_instruction.yaml up

And you will set up your own small-scale Internet of Agents with AutoGPT and Open Interpreter!

6. 🧪 Test It Out

You can use the following script to test IoA on our Open Instruction dataset.

python scripts/open_instruction/test_open_instruction.py

Or simply send a post request like:

import requests

goal = "I want to know the annual revenue of Microsoft from 2014 to 2020. Please generate a figure in text format showing the trend of the annual revenue, and give me a analysis report."

response = requests.post(
 "http://127.0.0.1:5050/launch_goal",
 json={
     "goal": goal,
     "max_turns": 20,
     "team_member_names": ["AutoGPT", "Open Interpreter"],   # When it is left "None", the agent will decide whether to form a team autonomously
 },
)

print(response)