> ## Documentation Index
> Fetch the complete documentation index at: https://docs.seekr.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Explainability

> Trace model outputs back to the sources and training examples that influenced them.

Explainability traces model responses back to their origins—whether retrieved context in an agentic workflow or training examples from fine-tuning. This allows you to see which inputs influenced specific outputs.

The Explainability SDK provides two capabilities for understanding model outputs. For conceptual background on use cases and when to use each capability, see [Explainability](/flow/components/explainability).

## Explainability workflows

<CardGroup>
  <Card title="Context attribution" icon="search" href="/flow/sdk/explainability/context-attribution">
    Identify which retrieved sources influenced each statement in an agent's response. Works with any agent using file search, web search, or other tools.
  </Card>

  <Card title="Training data attribution" icon="database" href="/flow/sdk/explainability/training-data-attribution">
    Identify which fine-tuning examples influenced a fine-tuned model's response.
  </Card>

  <Card title="Source tracing" icon="location-dot" href="/flow/sdk/explainability/source-tracing">
    Trace retrieved chunks back to their exact location in the source document — file, page, and lines.
  </Card>
</CardGroup>