{"repo":"chainstacklabs/web3-ai-trading-agent","free":true,"listed":false,"github":"https://github.com/chainstacklabs/web3-ai-trading-agent","clone":"git clone https://github.com/chainstacklabs/web3-ai-trading-agent.git","description":"Build an Autonomous Web3 AI Trading Agent (BASE + Uniswap V4 example)","language":"Python","stars":68,"topics":["base-blockchain","chain-of-draft","chain-of-thought","distillation-model","financial-data","finetuning","gans","inference","llm","lora"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"Web3 AI trading agent—hands-on walkthrough The chapters in this README follow the YouTube video walkthrough: Build an Autonomous Web3 AI Trading Agent. See also Chainstack Developer Portal. And sign up with Chainstack for the best Web3 infrastructure & RPC nodes. ⚠️ NOT FOR PRODUCTION: This code is for learning purposes only. We assume no responsibility for the code or its usage. Modify for your needs and learn from it—examples, issues, and PRs all contain valuable insights. Overview This project builds a Web3 AI trading agent that operates on the ETH-USDC pair on BASE blockchain using Uniswap V4. The tutorial follows the progression from manual trades to fully autonomous AI agents with custom fine-tuned models. This is a 'the hard way' type of project seeking to get your hands deep into the full Web3 AI trading agent pipeline. A few key things: - Local-first approach : As much as possible runs on your machine - Web3 native : Direct blockchain interaction, no abstractions - Custom AI models : Fine tune your own trading models based on real or synthetic data - Advanced techniques : GANs, teacher-student distillation, reinforcement learning - Transparent and secure : You control every component --- Table of contents 1. Stack - Technology stack overview and setup 2. Pipeline - Development pipeline architecture overview 3. Implementation - Environment setup and manual/automated swaps 4. Stateless agent - Basic AI trading agent without memory 5. Stateful agent - Memory-enabled age","default_branch":null,"files":null,"tree":[],"storefront":"/r/chainstacklabs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/chainstacklabs/web3-ai-trading-agent/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."}