polymarket-ai-market-suggestor and PolyMarket-AI-agent-trading
These are complements: the market suggestor identifies profitable trading opportunities through news and sentiment analysis, while the trading agent framework executes autonomous trades on those opportunities, creating an end-to-end prediction market workflow.
About polymarket-ai-market-suggestor
lorine93s/polymarket-ai-market-suggestor
Polymarket AI market suggestor that blends real-time news, social sentiment, and on-chain trends to propose new prediction markets with LLM reasoning, analytics, and CLI tooling.
Integrates NewsAPI, Twitter sentiment (VADER), and CoinGecko trending tokens to surface emerging narratives, then cross-references Polymarket's Gamma API to filter out duplicate markets before LLM reasoning generates resolution rules and confidence scores. Built on LangChain + GPT-4o with SQLite persistence for historical analytics, Typer CLI for structured reporting, and graceful fallback to deterministic heuristics when API keys are unavailable.
About PolyMarket-AI-agent-trading
eiri0k/PolyMarket-AI-agent-trading
AI-powered autonomous trading agents for Polymarket prediction markets. This framework enables developers to build sophisticated trading bots using state-of-the-art LLMs, RAG (Retrieval-Augmented Generation), and superforecasting methodologies. Built with Python 3.12+, LangChain, FastAPI, and modern development tooling.
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