Capturas de tela do projeto
Visão geral
Vibe-Trading is a multi-agent AI trading system developed by HKUDS. It integrates an LLM-powered agent with a FastAPI backend and a React 19 frontend, allowing users to deploy a personal trading agent for market research, backtesting, and execution. The project supports multiple global markets, including US, Canada, China (A-shares), Korea (KRX), and cryptocurrency (USD-M perpetuals). It features a robust quantlib layer with tested financial math functions, an auditable execution ledger, and an MCP (Model Context Protocol) surface exposing 64 tools.
Principais recursos
- Multi-agent AI core with LLM integration
- Backtesting engines for 9 markets (US, Canada, China, Korea, Crypto, etc.)
- MCP surface with 64 tools
- Tested `quantlib` finance-math layer (~250 functions)
- Shadow Account for simulated tracking
- Risk x-ray artifacts for portfolio backtests
- Hash-chained audit ledger for tamper detection
- Sandboxed strategy code generation (blocks broker imports, sockets, subprocesses)
- Electron desktop shell with safeStorage credential management
- Five-locale web UI support
Requisitos, instalação e início rápido
Uso
Compatibilidade do modelo e casos de uso
Supports OpenAI-compatible endpoints, including ModelScope (defaulting to Qwen/Qwen3.5-27B). Includes adapters for Claude models (opus-4-7, opus-5, sonnet-5) that handle deprecated `temperature` fields. Supports OpenAI Codex OAuth and direct-OpenAI `reasoning_effort`.
Observações sobre licença e riscos
MIT License.
Editorial verification 2026-08-09: repository URL, owner, description, license and repository statistics were reviewed. License metadata: MIT. README was fetched for the channel draft; re-check repository dependencies, releases and model terms before production use.
Lançamento e manutenção
Recent updates (as of August 2026) include secure Windows packaging, Canadian equities market support, ModelScope provider integration, a tested finance-math layer (`src/quantlib`), institutional holdings tools, Korea (KRX) market engine, and various correctness fixes for fundamentals, A-share prices, and gap-safe returns.