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the3seus/retrieval-grounding

Retrieval Grounding Handbook

How to ground LLM answers in retrieved evidence, cite it, and abstain when the pack does not say — including prompt-injection boundaries.

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KNOWLEDGE CARD / README

Portable policy knowledge for local retrieval.

Retrieval Grounding Handbook is original guidance for hosts that query Knowledge Images or other corpora and then talk to a model.

The pack is the authority. The model is a speaker. If retrieval is empty, abstain.

Agent metadata in a Knowledge Image is not executed by Hub.

Intended use

Grounding product and agent design when answers must point at a source, not a vibe.

Out of scope

Not a hosted model, not a vector database, and not a guarantee of factual truth outside the mounted pack.

Sources

Sample questions

!
Contains agent metadata

This Knowledge Image contains prompts, tool policy, namespace grants, or other agent registry metadata.

Mounting the pack for retrieval does not execute tools. Applying these policies affects your application only if your host explicitly honors them.

Credentials must never be stored inside a pack.
Inspect registry →
NAMESPACE SUMMARY
01retrieve2 docs→02evaluate2 docs→03safety2 docs→04cite2 docs→05refuse2 docs→06metadataView metadata→07agentsRegistry→08claimsGraph→
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Artifact verification confirms integrity and format. It does not guarantee that the contained knowledge is factually correct.

Retrieval Grounding Handbook — Knolo Hub