Skip to content

flamz321/pulseradar

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

27 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

PulseRadar 🌍📡

AI-Powered Predictive Sentiment Radar
Real-money conviction from Polymarket + Kalshi meets live internet-wide intelligence.

PulseRadar deploys autonomous CrewAI Predictive Oracle Agents that scour the entire internet in real time — X (Twitter), Facebook, TikTok, Instagram, major news headlines from every country, blogs, forums, and thousands of other public sources — to understand exactly how the world is reacting to breaking events.

These agents then correlate that global reaction data with actual skin-in-the-game trading activity on Polymarket and Kalshi to detect patterns and predict probability moves before they appear in the markets.

Polls lie. Social media is noisy. Headlines are slow.
PulseRadar shows you what the world is actually feeling — and what the markets will do next.

Python Streamlit License: MIT

Built for crypto traders, prediction-market degens, macro analysts, and anyone who wants an edge from real-world sentiment patterns.

Why PulseRadar Is Different

Most tools only show you current odds.
PulseRadar is the only open-source project that:

  • Scans the entire internet in real time — X posts, Facebook discussions, TikTok & Instagram virality, global news wires, and every other public source
  • Builds live reaction patterns — Detects sudden sentiment explosions the moment they happen anywhere online
  • Correlates with real money — Matches those global reactions against live volume, whale flows, and probability shifts on Polymarket and Kalshi
  • Delivers predictive forecasts — AI agents output clear predictions like “+12% odds move expected on Fed rate cut market in next 6–12 hours”

✨ Core Features

  • Unified Live Markets — Polymarket + Kalshi in one clean dashboard
  • Global Sentiment Indices — Real-time pulse scores across Politics, Crypto, Macro, Geopolitics, Culture
  • Predictive Oracle Agents — Ask anything in plain English and get instant analysis + forecasts powered by your choice of frontier model
  • Internet-Wide Signal Scanning — Continuously monitors X, Facebook, TikTok, Instagram, worldwide news, and public web sources
  • Anomaly & Pattern Detection — Flags when online buzz is about to move real-money markets

LLM Support – Works with Any Major Model

PulseRadar is fully LLM-agnostic. You can run the Predictive Oracle Agents with:

  • OpenAI (gpt-4o, o1, etc.) – default
  • Anthropic Claude (Claude 3.5 Sonnet / Opus) – best for deep reasoning
  • xAI Grok – truth-seeking, uncensored, perfect for crypto
  • Groq – blazing-fast inference (Llama 3.1, Mixtral)
  • Google Gemini – strong multimodal & news understanding
  • Any other model supported by LangChain

Quick Start

git clone https://github.com/flamz321/PulseRadar.git
cd PulseRadar
pip install -r requirements.txt

# Optional extras for other LLMs
pip install langchain-anthropic langchain-xai langchain-groq langchain-google-genai

About

Real-time global sentiment monitor powered by Polymarket's real-money prediction markets.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors