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Data sources

LoreonLabs draws on a diverse set of providers so that no single source dominates the signal. Each integration is implemented as a dedicated service in the data layer.

Sources

Each provider contributes a distinct kind of signal. Together they give Loreon a corroborated, multi-perspective view of where attention is forming.

TavilyAPI key

Real-time web search and retrieval tuned for research. Narrative discovery, ecosystem and project research.

CoinGeckoPublic

Token data, market data, and trending assets. Market attention and liquidity context for narratives.

GitHubPublic

Repositories, contributors, commits, and developer activity. Developer momentum and shipping cadence for founders & projects.

Jina AIAPI key

Content extraction, webpage parsing, and article ingestion. Clean text extraction for downstream analysis.

Hacker NewsPublic

Top, best, and new stories plus item details. Early technology and developer attention signals.

RSS AggregatorPublic

CoinDesk, Decrypt, Cointelegraph, and CryptoSlate feeds. Mainstream coverage and emerging-story velocity.

Provenance

Every surfaced item records which sources contributed to it. This keeps the platform auditable — you can always see why something appeared and weigh it accordingly.

Extensibility

The data layer is provider-agnostic. New sources implement a single provider contract and feed into the same normalization and scoring stages, so coverage can expand without reshaping the product.