I’ve been building a real-world AI hedge fund.
It's open source so you can learn + build too.
The hedge fund has 6 agents:
1 • market data agent
2 • quant agent
3 • fundamentals agent
4 • sentiment agent
5 • risk manager agent
6 • portoflio manager agent
The hedge fund is powered by @LangChainAI
You can run all of my code below.
No prior coding experience is required.
All of the agents show their reasoning so you can see how they work.
1 • Market Data Agent: gathers market data like stock prices, fundamentals, etc.
2 • Quant Agent: calculates signals like MACD, RSI, Bollinger Bands, etc.
3 • Fundamentals Agent: analyzes profitability, growth, financial health, and valuation.
4 • Sentiment Agent: looks at insider trades to determine insider sentiment.
5 • Risk Manager: determines risk metrics like volatility, drawdown, and more.
6 • Portfolio Manager: makes final trading decisions and generates orders.
This is just the start.
There are a ton of cool features that we can add.
Let me know if you have any suggestions.
It's open source so you can learn + build too.
The hedge fund has 6 agents:
1 • market data agent
2 • quant agent
3 • fundamentals agent
4 • sentiment agent
5 • risk manager agent
6 • portoflio manager agent
The hedge fund is powered by @LangChainAI
You can run all of my code below.
No prior coding experience is required.
All of the agents show their reasoning so you can see how they work.
1 • Market Data Agent: gathers market data like stock prices, fundamentals, etc.
2 • Quant Agent: calculates signals like MACD, RSI, Bollinger Bands, etc.
3 • Fundamentals Agent: analyzes profitability, growth, financial health, and valuation.
4 • Sentiment Agent: looks at insider trades to determine insider sentiment.
5 • Risk Manager: determines risk metrics like volatility, drawdown, and more.
6 • Portfolio Manager: makes final trading decisions and generates orders.
This is just the start.
There are a ton of cool features that we can add.
Let me know if you have any suggestions.
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