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#python Polymarket Agents is a free, open-source Python framework to build AI agents that trade autonomously on Polymarket prediction markets. It integrates the Polymarket API, pulls data from news and bets, uses RAG for smart info retrieval, and offers LLM tools for strategies like spotting cheap YES/NO shares when their average cost dips below $1 for guaranteed profit. You benefit by automating emotion-free trades, capturing market inefficiencies instantly, and boosting returns without constant monitoring. https://github.com/Polymarket/agents