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Build a financial AI agent with live Kalshi odds in 10 lines [78987]

#python #ai #finance #api

Build a Financial AI Agent with Live Kalshi Odds in 10 Lines

Want to automate market predictions? Here's a minimal financial AI agent that fetches live Kalshi betting odds and generates trading signals in seconds.

The Code 

import requests
r = requests.get('https://nexus-agent-xa12.onrender.com/v1/signals?symbol=FED')
d = r.json()
print(f"Fed cut probability: {d['kalshi_pct']}%")
print(f"Signal: {d['signal']} confidence {d['confidence']}%")
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Run this and you'll get real-time Fed rate-cut probabilities directly from Kalshi markets.

Integration with LangChain

Make it a proper agent tool:

from langchain.tools import tool

@tool
def get_market_signal(symbol: str) -> dict:
    """Fetch Kalshi odds and trading signals"""
    r = requests.get(f'https://nexus-agent-xa12.onrender.com/v1/signals?symbol={symbol}')
    return r.json()
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Wrap this into your LangChain agent and it'll intelligently query FED, CPI, GDP, BTC, ETH, or SOL symbols.

Why This Works

  • Live odds: Real Kalshi betting data
  • Instant signals: ML confidence scores included
  • 10-line setup: No bloat, pure functionality
  • Scalable: Query any economic indicator symbol

Pro Tip

For arbitrage detection, check the paid endpoint: https://nexus-agent-xa12.onrender.com/arb/check (costs $0.01 per call on Base chain).

RapidAPI PRO $9.99/mo: https://rapidapi.com/RileyCraig14/api/nexus-ai-intelligence

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