{"repo":"chain-ml/alphaswarm","free":true,"listed":false,"github":"https://github.com/chain-ml/alphaswarm","clone":"git clone https://github.com/chain-ml/alphaswarm.git","description":"AlphaSwarm is a starter kit for building LLM-powered AI agents that interpret natural language trading strategies, analyze real-time market signals, and autonomously execute trades across multiple chains.","language":"Python","stars":96,"topics":["cryptocurrency","llm","trading"],"license":"MIT","category":"trading","readme_excerpt":"AlphaSwarm AlphaSwarm is a starter kit for building LLM-powered AI agents that interpret natural language trading strategies, analyze real-time market signals, and autonomously execute trades across multiple chains. Features AI-Powered Trading with Agents - 🤖 LLM-powered agents capable of processing complex, unstructured signals for trading decisions - 🧠 Intelligent tool selection and chaining for complex multi-step analysis - 🚀 Dynamic composition and execution of Python code using available tools - 💬 Natural language strategy definition and real-time reasoning - 📊 Iterative agentic reasoning to evaluate market conditions, weigh multiple input signals, and make trading decisions given input trading strategy Trading & Execution - ⚡ Real-time strategy execution and monitoring - 🔔 Flexible execution modes: - Automated trading alerts via Telegram - Autonomous trade execution - 🔄 Multi-chain support with growing DEX integrations: - Ethereum, Base, Coming Soon: Solana - Uniswap V2/V3, Coming Soon: Jupiter Modular Architecture - 🛠️ Extensible plugin system for: - Data sources and signals - Trading strategies - Agent tools and capabilities - DEX integrations - On-chain data providers - 🔌 Easy integration of new data sources and execution venues Roadmap - 🌐 Integration with Theoriq protocol to connect with growing ecosystem of agents and swarms providing trading strategies and signals Prerequisites - Python 3.11 or higher - Download and install Python from here - Verify ins","default_branch":null,"files":null,"tree":[],"storefront":"/r/chain-ml","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/chain-ml/alphaswarm/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}