Built a 10-agent pipeline for portfolio construction — macro, screener, 6 analysts, orchestrator, constructor — runs across 6 LLM providers
Summary
1rok is a TypeScript framework that enables running multi-agent portfolio construction pipelines across multiple LLM providers to benchmark their performance on financial tasks like stock selection and position sizing.
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TradingAgents: Multi-Agents LLM Financial Trading Framework
This paper introduces TradingAgents, a multi-agent LLM framework that simulates real-world trading firms to improve stock trading performance. It utilizes specialized agents for analysis and risk management, demonstrating superior results in cumulative returns and Sharpe ratio compared to baselines.
@DanKornas: A single LLM can blur market data, debate, and risk into one opaque answer. This repo splits the work across specialize…
TradingAgents is an open-source multi-agent LLM framework for financial market analysis, routing market data through specialized agents for research.
TauricResearch/TradingAgents
TradingAgents is an open-source multi-agent LLM framework for financial trading, with support for various LLM providers and recent updates including new models and features.
Built an agent workstation where the environment does the structural reasoning so the LLM doesn't have to
Atlarix is a desktop environment that pre-parses codebases into a node/edge graph, allowing coding agents to navigate architecture via queries instead of reading raw text, which improves performance of smaller local models.
I built a local GUI for the TradingAgents framework — works with Ollama
A developer built a local web GUI for the TradingAgents multi-agent LLM stock analysis framework, supporting various LLM providers and adding features like live pipeline visualization, a report reader, and multi-session chat.