Trending on GitHub: LLM-Powered Trading Agent for Hyperliquid DEX
tom_doerr · x · 2026-07-30
Developer Gajesh2007 has open-sourced a project called ai-trading-agent (Nocturne) on GitHub. It is a cryptocurrency automated trading agent powered by Large Language Models (LLMs).
The core workflow of the agent includes:
- Data Acquisition: Fetches real-time market data and technical indicators via TA-API.
- Decision Engine: Utilizes an LLM to analyze market data and autonomously make buy, sell, or hold decisions.
- On-Chain Execution: Executes actual trades on the decentralized exchange Hyperliquid, featuring take-profit and stop-loss management.
- Continuous Operation: Monitors specified crypto assets in a continuous loop at configurable intervals.
The project has currently garnered over 530 stars on GitHub. The author notes that the code is unaudited and should be used for educational purposes only.
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