Grounding
Connecting model responses to verified, real-world information sources.
Grounding reduces hallucination by anchoring model outputs to retrieved or provided facts. Techniques include RAG (injecting relevant documents into context), tool use (querying live APIs), and citation enforcement (requiring the model to quote its sources). Google Search grounding in Gemini is a commercial implementation that queries live search results before generating.
Termes Associés
Enhancing model responses by fetching relevant documents from an external knowledge base at query time.
The ability for a model to call external functions or APIs to retrieve data or take actions.
When a model generates plausible-sounding but factually incorrect information.
The date beyond which a model has no training data and is unaware of events.