ai-hedge-fund-crypto
Active·★ 587·MIT·Updated 2025-09-05
★ Trending
AI-Hedge-Fund for Crypto 🚀 AI-powered hedge fund for cryptocurrency trading, leveraging LLM agents for intelligent decision-making.
This project presents a next-generation algorithmic trading framework for cryptocurrencies, leveraging a graph-based workflow, ensemble technical analysis, and AI language models for data-driven decisions. It employs a DAG architecture with specialized nodes for multi-timeframe analysis and sophisticated signal generation, enhanced by LLMs for portfolio management.
#Algorithmic Trading#LLM#LangGraph#Cryptocurrency#Python#Coding#Data Analysis#Payment
01
Features
01AI-Enhanced Decision Making
02Compositional Architecture with DAG workflow
03Signal Ensemble Approach
04Multi-Timeframe Analysis
05Comprehensive Backtesting
02
Compatibility
OpenAI
Native
Verified via docs
Groq
Supported
Verified via docs
OpenRouter
Supported
Verified via docs
Gemini
Supported
Verified via docs
Anthropic
Supported
Verified via docs
Ollama
Supported
Verified via docs
03
Quick start
1
$ git clone https://github.com/51bitquant/ai-hedge-fund-crypto.git
2
$ cd ai-hedge-fund-crypto
3
$ uv venv --python 3.12
4
$ source .venv/bin/activate
5
$ uv pip sync
04
Use cases
↳Developing and backtesting new algorithmic trading strategies for cryptocurrencies.
↳Real-time signal generation for informed cryptocurrency trading decisions.
↳Live algorithmic trading execution (planned feature) on platforms like Binance.
05
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