In plain English
Enriching models with external context, tools, or data for more accurate outputs.
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Augmentation connects general-purpose models to live data, enterprise documents, and APIs so responses stay relevant and actionable. It is a core pattern behind assistants that feel domain-aware without full retraining.
On AshnaAI, augmentation shows up through knowledge uploads, connectors, and agent skills that ground answers in your sources.
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Grounding LLMs: How Augmentation Improves Answer Quality
A deeper dive on this topic is coming soon to the AshnaAI blog. In the meantime, explore related guides and product updates.
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