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  5. Grounding
Retrieval & Search

Grounding

Grounding connects a model output to provided evidence, observable data, or an external source of truth.

Ask Melo about this← all terms

A grounded workflow retrieves or computes relevant facts and instructs the model to base claims on them. Citations, entailment checks, and abstention rules can help verify that the final answer is actually supported.

Related terms

Retrieval PipelineRetrieval QueryCitation RetrievalKnowledge BasePassage RetrievalObsidian Vault

Where Grounding comes up

  • Grounding vs RAG vs fine-tuning vs prompt engineering: which fix, when (a 2026 decision guide)
  • LightOnOCR-3: Apache 2.0 OCR in 0.8B, 1B and 4B, Ranked on ParseBench
  • Ai2 Opens AstaBrief 8B for Cited Research Reports
  • A Study Found 215,128 "Best Software" Pages Built Just for AI