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gunxueqiu6

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CryptoSignal Python Client — 4 Lines to AI Trading Signals (Open Source)

#python #api #cryptocurrency #opensource

Shipping the Python Client

Last time I posted about my multi-model AI crypto signal system. Since then I have open-sourced the Python client and put everything on GitHub.

Repo: github.com/gunxueqiu6/cryptosignal-api

What is in the box 

from cryptosignal import CryptoSignal

client = CryptoSignal("your-api-key")

# Get a trading signal
signal = client.get_signal("BTC")
print(f"{signal.direction} BTC @ ${signal.entry:,.2f}")
print(f"SL: ${signal.stop_loss:,.2f} | TP: ${signal.take_profit:,.2f}")
print(f"Confidence: {signal.confidence:.0%} | Model: {signal.model}")

# Get market sentiment
sentiment = client.get_sentiment("BTC")

# Get news summaries
news = client.get_news()

# Check live prices
price = client.get_price("BTC")
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Why Open Source the Client?

Transparency. The client is thin (no magic — literally HTTP calls with typed dataclasses). You can read the full source in 2 minutes. The value is in the model orchestration on the server side, not in obscuring the client.

What the Server Does (the hard part) 

3 AI models → parallel analysis → validator → best signal
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  • DeepSeek-V4: Entry/sl/tp levels, numerical precision
  • Qwen: Pattern recognition, technical divergences
  • Kimi: Narrative analysis, news impact

The validation layer catches garbage before it reaches your trading engine. ~12% of raw outputs get rejected and trigger model fallback.

Getting Started 

git clone https://github.com/gunxueqiu6/cryptosignal-api.git
cd cryptosignal-api
pip install -e .
python example.py
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Then grab a free trial API key at 149.104.12.203:8080 (no credit card, instant activation).

Pricing (still launch pricing, 50% off)

Plan Price Who it is for
Free Trial $0 (7 days) Kick the tires
Basic $4.99/mo Solo traders
Pro $14.99/mo Heavy users, bot operators
Lifetime $49 once Set it and forget it

Crypto payments only. Instant key delivery. No KYC.

What is Next

  • WebSocket streaming for real-time signals
  • More trading pairs (SOL, BNB, XRP)
  • Backtesting integration

PRs welcome. Issues welcome. Trade safely.

MIT License. Not financial advice.

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