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πŸš€ AI Stock Agents Already Beats Wall Street? MIT TradingAgents Framework Exposed!

πŸš€ AI Stock Agents Already Beats Wall Street? MIT TradingAgents Framework Exposed!

Season 2 Episode 64 Published 1Β year ago
Description

This episode collectively describeΒ TradingAgents, an innovative open-source multi-agent framework developed by UCLA and MIT for simulated stock trading. This system employsΒ specialized LLM-powered agentsΒ such as fundamental, sentiment, news, and technical analysts, alongside bullish and bearish researchers, a trader, and risk managers, all collaborating throughΒ structured communicationΒ to make informed investment decisions. The framework, built onΒ LangGraph, can utilize various LLMs (defaulting to OpenAI's models but configurable for local or alternative LLMs like Google Gemini) and integrates financial data APIs. While adaptable to various strategies, includingΒ value investingΒ through configuration adjustments and agent weighting, its operation involves significantΒ API costsΒ due to numerous LLM calls, necessitating cost management strategies.


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πŸ“š Value Investing Books Recommendation


Warren Buffett


The Snowball: Warren Buffett and the Business of Life

Kindle: https://amzn.to/3FVasqy

Hardcover: https://amzn.to/3HIfeZ2

Paperback: https://amzn.to/4kBjUOZ


Warren Buffett and the Interpretation of Financial Statements (by Marry Buffett)

Kindle: https://amzn.to/43Vr5dD

Hardcover: https://amzn.to/4n6yNus

Paperback: https://amzn.to/45XBBDL

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Charlie Munger


Poor Charlie’s Almanack

Kindle: https://amzn.to/3Zsw9VB

Hardcover: https://amzn.to/4jMExq7

Collector's Edition: https://amzn.to/3SRgsn7


Tao of Charlie Munger

Kindle: https://amzn.to/4nk0akT

Hardcover: https://amzn.to/44eq8OR


Influence, New and Expanded: The Psychology of Persuasion

Kindle: https://amzn.to/4619DqL

Hardcover: https://amzn.to/40a8TMi

Paperback: https://amzn.to/40gtwq7

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Howard Marks


The Most Important Thing (Uncommon Sense for the Thoughtful Investor)

Kindle: https://amzn.to/3Tqb4Yg

Hardcover: https://amzn.to/3SRyy8A

Paperback: https://amzn.to/45ohdM0


Mastering The Market Cycle: Getting the Odds on Your Side

Kindle: https://amzn.to/3HXPmby

Hardcover: https://amzn.to/45X6AQq

Paperback: https://amzn.to/44oPGYP

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Money Philosophies


The Psychology of Money: Timeless lessons on wealth, greed, and happiness

Kindle: https://amzn.to/3FDbO9u

Hardcover: https://amzn.to/4kL3TGi

Paperback: https://amzn.to/44fpkcC

Limited Gift Version: https://amzn.to/4jYomGp


Same as Ever: A Guide to What Never Changes

Kindle: https://amzn.to/3HXBJcp

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