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

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News collection

Hyperoru aggregates news from multiple sources on a configurable schedule:
SourceTypeCoverage
CryptoPanicNews aggregatorBroad crypto news, social media signals
FinnhubFinancial data providerMarket news, company events, economic data
RSS FeedsCustom sourcesUser-configured feeds for niche coverage
1

Configure news sources

Enable and configure each news source through the API:
curl -X POST https://api.hyperoru.com/api/news/sources \
  -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.hyperoru.com/api/news/sources \
  -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.hyperoru.com/api/news?limit=10"

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AI classification

Each collected article is automatically classified by an LLM for sentiment and relevance:
FieldValuesDescription
Sentimentbullish, bearish, neutralOverall market sentiment
Confidence0.0 – 1.0Model confidence in the classification
Relevancehigh, medium, lowRelevance to active trading symbols
SymbolsList of tickersSpecific symbols mentioned in the article
SummaryTextAI-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 system-wide LLM configured via HYPER_INSIGHT_SERVICE_TOKEN. For best results, use a model with strong reasoning capabilities.

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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.

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Filtering news by symbol

curl "https://api.hyperoru.com/api/news?symbol=BTC&sentiment=bullish&limit=20"

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Filtering by time range

curl "https://api.hyperoru.com/api/news?from=2025-07-14T00:00:00Z&to=2025-07-15T00:00:00Z"

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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.hyperoru.com/api/news/sources/{source_id} \
  -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.