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SemanticHub documentation

From public sources to a structured result and safe delivery.

SemanticHub monitors sources, judges whether new material is relevant, groups similar articles into clusters, and hands the result to your newsroom or another system.

  1. 1Fetch
  2. 2Relevance
  3. 3Embedding
  4. 4Clustering
  5. 5Workflow
  6. 6Result
  7. 7Review
  8. 8Delivery
The signal path. Filtering happens before embedding and clustering, so material rejected as irrelevant never reaches the rest of the pipeline.

Start here

How SemanticHub worksFollow the path from crawl to delivery and learn the core concepts.Run your first goalSet up monitoring, collect a first cluster, and inspect the result without sending anything to production.Your first clusterHow to read a cluster, when to accept it, and when to reject it.

Run a topic

SourcesWhat the system fetches, from where, and how often.Workflows and resultsDirect mode, or processing through successive AI steps.Knowledge basesGive agents PubMed, Wikipedia, or your own API, and attach them to a goal.

Connect the system

WordPress pluginReceive finished texts in WordPress as drafts or published posts.WebhooksDelivery contract, retries, idempotency, and test mode.API tokensCreate and rotate secrets for supported integrations.

Look something up

GlossaryGoal, cluster, workflow, result — every concept defined once.TroubleshootingAn empty stream, a filter that is too wide, results that never arrive.

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Integrations