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What Happens Behind the Scenes

When you ingest data into Qontext, our system automatically organizes it into context-rich relationships. It’s the intelligence layer that makes Qontext retrieval smarter by design. This process happens entirely in the background — no setup required.

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How It Works

  • Entity Extraction: Detects key entities like people, companies, and concepts.
  • Relationship Mapping: Connects related entities across your data sources.
  • Graph Construction: Builds a knowledge graph that reflects real-world relationships.
  • Continuous Updates: Keeps your context current as new data is ingested.

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Why It Matters

Structuring is what enables Qontext to go beyond traditional RAG systems. It ensures every piece of context you retrieve:
  • Reflects relationships, not just keywords.
  • Preserves semantic meaning across tools.
  • Stays accurate and current over time.
  • Enable more intelligent context retrieval.