News Intelligence

AI-powered news collection, classification, and trading integration

The news intelligence system collects cryptocurrency news from multiple sources, classifies sentiment using AI, and integrates insights into trading strategies.

News collection

Hyperoru aggregates news from multiple sources on a configurable schedule:

Source	Type	Coverage
CryptoPanic	News aggregator	Broad crypto news, social media signals
Finnhub	Financial data provider	Market news, company events, economic data
RSS Feeds	Custom sources	User-configured feeds for niche coverage

1. Configure news sources

   Enable and configure each news source through the API:

   curl -X POST https://api.production.hyperoru.com/api/news/sources \
     -H "Authorization: Bearer $TOKEN" \
     -H "Content-Type: application/json" \
     -d '{
       "provider": "cryptopanic",
       "api_key": "your-cryptopanic-key",
       "enabled": true,
       "fetch_interval_minutes": 5
     }'
   
2. Add custom RSS feeds

   curl -X POST https://api.production.hyperoru.com/api/news/sources \
     -H "Authorization: Bearer $TOKEN" \
     -H "Content-Type: application/json" \
     -d '{
       "provider": "rss",
       "url": "https://blog.example.com/crypto/rss.xml",
       "name": "Example Crypto Blog",
       "enabled": true,
       "fetch_interval_minutes": 15
     }'
   
3. Verify collection

   curl "https://api.production.hyperoru.com/api/news?limit=10" \
     -H "Authorization: Bearer $TOKEN"
   

AI classification

Each collected article is automatically classified by an LLM for sentiment and relevance:

Field	Values	Description
Sentiment	bullish, bearish, neutral	Overall market sentiment
Confidence	0.0 – 1.0	Model confidence in the classification
Relevance	high, medium, low	Relevance to active trading symbols
Symbols	List of tickers	Specific symbols mentioned in the article
Summary	Text	AI-generated one-sentence summary

{
  "title": "Bitcoin ETF Inflows Hit Record $2B in Single Day",
  "source": "cryptopanic",
  "sentiment": "bullish",
  "confidence": 0.92,
  "relevance": "high",
  "symbols": ["BTC"],
  "summary": "Record institutional inflows into Bitcoin spot ETFs signal strong demand.",
  "published_at": "2025-07-15T10:00:00Z"
}

News classification uses the platform’s shared classification model. The result is automatically attached to every article so your strategies can filter on sentiment and relevance without doing the work themselves.

Integration with trading strategies

News data flows into prompt strategies through the {news_context} template variable:

Recent news for your watchlist symbols:

1. [BULLISH - 0.92] Bitcoin ETF Inflows Hit Record $2B in Single Day
   Symbols: BTC | Source: CryptoPanic | 2h ago

2. [BEARISH - 0.78] SEC Delays Ethereum Futures ETF Decision
   Symbols: ETH | Source: Finnhub | 4h ago

3. [NEUTRAL - 0.65] Solana DEX Volume Surpasses Ethereum for Third Week
   Symbols: SOL, ETH | Source: RSS | 6h ago

This gives the LLM awareness of recent events when making trading decisions, enabling news-driven strategies.

Filtering news by symbol

curl "https://api.production.hyperoru.com/api/news?symbol=BTC&sentiment=bullish&limit=20" \
  -H "Authorization: Bearer $TOKEN"

Filtering by time range

curl "https://api.production.hyperoru.com/api/news?from=2025-07-14T00:00:00Z&to=2025-07-15T00:00:00Z" \
  -H "Authorization: Bearer $TOKEN"

Source management

Enable/disable sources

Toggle individual sources without removing their configuration.

Adjust fetch frequency

Set per-source fetch intervals from 1 minute to 24 hours.

Filter by relevance

Configure minimum relevance thresholds to reduce noise.

Symbol mapping

Map source-specific ticker formats to Hyperoru’s standard symbol names.

curl -X PUT https://api.production.hyperoru.com/api/news/sources/{source_id} \
  -H "Authorization: Bearer $TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "enabled": true,
    "fetch_interval_minutes": 10,
    "min_relevance": "medium"
  }'

News API providers typically have rate limits. Set fetch intervals that respect your plan’s limits. CryptoPanic free tier allows 5 requests per minute.