# Gnosis Prediction Market Agent

## Docs

- [Introduction](https://mintlify.wiki/gnosis/prediction-market-agent/introduction.md): A library for building AI agents that interact with prediction markets using various frameworks and platforms
- [Installation](https://mintlify.wiki/gnosis/prediction-market-agent/installation.md): Install Gnosis Prediction Market Agent using Poetry and Python 3.11+
- [Quickstart](https://mintlify.wiki/gnosis/prediction-market-agent/quickstart.md): Run your first prediction market agent in minutes with this step-by-step tutorial
- [Configuration](https://mintlify.wiki/gnosis/prediction-market-agent/configuration.md): Configure environment variables, API keys, and blockchain access for your prediction market agents
- [Agent Architecture](https://mintlify.wiki/gnosis/prediction-market-agent/concepts/agents.md): Understanding the DeployableTraderAgent base class and how to build prediction market agents
- [Supported Markets](https://mintlify.wiki/gnosis/prediction-market-agent/concepts/markets.md): Understanding the prediction market platforms integrated with the agent framework
- [Betting Strategies](https://mintlify.wiki/gnosis/prediction-market-agent/concepts/betting-strategies.md): Optimize bet sizing with Kelly criterion and other strategies to maximize long-term returns
- [Trade Intervals](https://mintlify.wiki/gnosis/prediction-market-agent/concepts/trade-intervals.md): Control how frequently your agent trades on the same market to optimize capital efficiency and avoid overtrading
- [Creating Custom Agents](https://mintlify.wiki/gnosis/prediction-market-agent/guides/creating-agents.md): Learn how to create your own prediction market trading agents using the Prediction Market Agent framework
- [Deploying Agents to Production](https://mintlify.wiki/gnosis/prediction-market-agent/guides/deploying-agents.md): Guide to deploying your prediction market agents to production environments
- [Benchmarking Agents](https://mintlify.wiki/gnosis/prediction-market-agent/guides/benchmarking.md): Learn how to benchmark your prediction market agents against human traders and evaluate performance
- [Hackathon Quickstart Guide](https://mintlify.wiki/gnosis/prediction-market-agent/guides/hackathon.md): Fast-track guide for hackathon participants to build prediction market agents
- [Agent Gallery Overview](https://mintlify.wiki/gnosis/prediction-market-agent/agents/overview.md): Explore 60+ specialized prediction market agents with different strategies and capabilities
- [Simple Agents](https://mintlify.wiki/gnosis/prediction-market-agent/agents/simple-agents.md): Basic prediction agents including coinflip and known outcome strategies
- [Research Agents](https://mintlify.wiki/gnosis/prediction-market-agent/agents/research-agents.md): Advanced agents that perform web research and multi-step analysis for evidence-based predictions
- [Prophet Agents](https://mintlify.wiki/gnosis/prediction-market-agent/agents/prophet-agents.md): LLM-powered agents using Prediction Prophet framework with GPT-4, Claude, Gemini, DeepSeek, and more
- [Microchain Agents](https://mintlify.wiki/gnosis/prediction-market-agent/agents/microchain-agents.md): Self-learning agents with tool use, memory, and adaptive system prompts powered by the Microchain framework
- [Specialized Agents](https://mintlify.wiki/gnosis/prediction-market-agent/agents/specialized-agents.md): Purpose-built agents for arbitrage, social media, market monitoring, and specific use cases
- [Web Scraping](https://mintlify.wiki/gnosis/prediction-market-agent/tools/web-scraping.md): Powerful web scraping utilities for extracting and processing web content
- [Research & Search](https://mintlify.wiki/gnosis/prediction-market-agent/tools/research.md): Comprehensive research and search utilities for gathering market intelligence
- [Database Utilities](https://mintlify.wiki/gnosis/prediction-market-agent/tools/database.md): SQL, vector database, and memory management for persistent agent state
- [DeployableTraderAgent](https://mintlify.wiki/gnosis/prediction-market-agent/api/deployable-agent.md): Base class for creating automated prediction market trading agents with built-in market processing, betting strategies, and trade execution
- [AgentMarket](https://mintlify.wiki/gnosis/prediction-market-agent/api/agent-market.md): Interface for accessing prediction market data including questions, probabilities, trading, and positions
- [ProbabilisticAnswer](https://mintlify.wiki/gnosis/prediction-market-agent/api/probabilistic-answer.md): Data models for representing predictions with probabilities, confidence levels, and reasoning for binary, categorical, and scalar markets
- [DeployableCoinFlipAgent](https://mintlify.wiki/gnosis/prediction-market-agent/api/agents/coinflip-agent.md): Random prediction agent for binary markets
- [AdvancedAgent](https://mintlify.wiki/gnosis/prediction-market-agent/api/agents/advanced-agent.md): Evidence-based prediction agent using web research and LLM analysis
- [Prophet Agent Family](https://mintlify.wiki/gnosis/prediction-market-agent/api/agents/prophet-agent.md): PredictionProphet-based agents for research-driven market predictions
- [Microchain Agent](https://mintlify.wiki/gnosis/prediction-market-agent/api/agents/microchain-agent.md): Function-calling agent using the Microchain framework for autonomous trading
- [Think Thoroughly Agent](https://mintlify.wiki/gnosis/prediction-market-agent/api/agents/think-thoroughly-agent.md): Multi-scenario reasoning agent using CrewAI for systematic market analysis
- [Omen Market API](https://mintlify.wiki/gnosis/prediction-market-agent/api/markets/omen.md): API reference for Omen/Presagio prediction market integration
- [Manifold Market API](https://mintlify.wiki/gnosis/prediction-market-agent/api/markets/manifold.md): API reference for Manifold prediction market integration
- [Polymarket Market API](https://mintlify.wiki/gnosis/prediction-market-agent/api/markets/polymarket.md): API reference for Polymarket prediction market integration
- [Metaculus Market API](https://mintlify.wiki/gnosis/prediction-market-agent/api/markets/metaculus.md): API reference for Metaculus prediction platform integration
- [Kelly Betting Strategies](https://mintlify.wiki/gnosis/prediction-market-agent/api/betting/kelly-betting.md): API reference for Kelly criterion-based betting strategies for optimal position sizing
- [Max Expected Value Strategy](https://mintlify.wiki/gnosis/prediction-market-agent/api/betting/max-expected-value.md): API reference for MaxExpectedValueBettingStrategy that maximizes expected monetary returns
- [Max Accuracy Strategies](https://mintlify.wiki/gnosis/prediction-market-agent/api/betting/max-accuracy.md): API reference for accuracy-focused betting strategies that optimize for prediction accuracy metrics
- [Web Scraping API](https://mintlify.wiki/gnosis/prediction-market-agent/api/tools/web-scraping.md): API reference for web scraping functions and tools
- [Search API](https://mintlify.wiki/gnosis/prediction-market-agent/api/tools/search.md): API reference for search tools including Google and Tavily
- [LLM Utilities API](https://mintlify.wiki/gnosis/prediction-market-agent/api/tools/llm-utils.md): API reference for LLM provider utilities and helper functions
- [Local Deployment](https://mintlify.wiki/gnosis/prediction-market-agent/deployment/local.md): Run the Gnosis Prediction Market Agent locally using Poetry and the CLI
- [Docker Deployment](https://mintlify.wiki/gnosis/prediction-market-agent/deployment/docker.md): Containerize and run agents using Docker for consistent, portable deployments
- [Cloud Deployment (GKE)](https://mintlify.wiki/gnosis/prediction-market-agent/deployment/cloud.md): Deploy agents to Google Kubernetes Engine for production-grade scalability and reliability
- [Environment Variables](https://mintlify.wiki/gnosis/prediction-market-agent/deployment/environment.md): Complete reference for all environment variables used by Gnosis Prediction Market Agents