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This paper presents Fin-Analyst, a hybrid trading agent that combines eight LLM specialists with rule-based signals for Tesla and Bitcoin, achieving top ranking in the FinMMEval 2026 Task 3 benchmark with a +13.51% return on TSLA.
TradingAgents-Astock is an A-share specialized open-source investment research tool based on TradingAgents, built-in 7 Agent analysts, supporting free data sources and multiple large language models, with Web UI and CLI.
AI Trader is a fully autonomous trading agent now available for free.
Vibe-Trading is an open-source personal trading agent that integrates with multiple broker APIs to provide a unified command-line and web interface for automated trading, supporting paper trading and real broker connectivity.