> ## Documentation Index
> Fetch the complete documentation index at: https://mintlify.com/gnosis/prediction-market-agent/llms.txt
> Use this file to discover all available pages before exploring further.

# Introduction

> A library for building AI agents that interact with prediction markets using various frameworks and platforms

<img className="block dark:hidden" src="https://mintlify.s3.us-west-1.amazonaws.com/gnosis-prediction-market-agent/images/hero-light.svg" alt="Gnosis Prediction Market Agent" />

<img className="hidden dark:block" src="https://mintlify.s3.us-west-1.amazonaws.com/gnosis-prediction-market-agent/images/hero-dark.svg" alt="Gnosis Prediction Market Agent" />

## Overview

Gnosis Prediction Market Agent is a comprehensive library for exploring the landscape of AI agent frameworks through the lens of prediction market trading. Build agents that can research, analyze, and place bets on markets from multiple platforms.

The library provides a unified interface for agents to interact with:

* **Presagio (formerly Omen)** - Decentralized prediction markets on Gnosis Chain
* **Manifold** - Play-money prediction markets
* **Polymarket** - Cryptocurrency-based prediction markets
* **Metaculus** - Forecasting platform for future events

These agents build on top of the prediction market APIs from [prediction-market-agent-tooling](https://github.com/gnosis/prediction-market-agent-tooling).

## Key features

<CardGroup cols={2}>
  <Card title="Multiple agent frameworks" icon="robot">
    Explore different AI agent architectures including autonomous agents, microchain agents, prophet agents, and more
  </Card>

  <Card title="Multi-platform support" icon="diagram-project">
    Deploy agents across Presagio, Manifold, Polymarket, and Metaculus with a unified interface
  </Card>

  <Card title="Extensible architecture" icon="puzzle-piece">
    Easily create custom agents by subclassing DeployableTraderAgent with minimal code
  </Card>

  <Card title="Production ready" icon="cloud">
    Deploy agents to cloud infrastructure with built-in monitoring and analytics
  </Card>
</CardGroup>

## Interactive apps

The library includes interactive Streamlit applications:

* **Agent Research App** - Pick a prediction market question, or create your own, and select agents to perform research and make predictions. Deployed at [pma-agent.ai.gnosisdev.com](https://pma-agent.ai.gnosisdev.com)
* **Autonomous Trader Agent** - An autonomous agent with function calling that can be guided by user input. Deployed at [autonomous-trader-agent.ai.gnosisdev.com](https://autonomous-trader-agent.ai.gnosisdev.com)

## Live dashboard

Track the on-chain activity of deployed agents on the [Dune Analytics dashboard](https://dune.com/gnosischain_team/ai-agents-overview-omen-prediction-markets).

## Getting started

<CardGroup cols={2}>
  <Card title="Installation" icon="download" href="/installation">
    Set up the project with Poetry and Python 3.11+
  </Card>

  <Card title="Quickstart" icon="rocket" href="/quickstart">
    Run your first agent in minutes with the coinflip example
  </Card>

  <Card title="Configuration" icon="gear" href="/configuration">
    Configure environment variables for API keys and blockchain access
  </Card>

  <Card title="Contributing" icon="code-pull-request" href="https://github.com/gnosis/prediction-market-agent/issues">
    Check out issues and contribute to the project
  </Card>
</CardGroup>