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2 changes: 2 additions & 0 deletions src/oss/langchain/context-engineering.mdx
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Expand Up @@ -1278,6 +1278,7 @@ const customerSupportTicket = z.object({
```
:::

:::python
#### Selecting formats

Dynamic response format selection adapts schemas based on user preferences, conversation stage, or role—returning simple formats early and detailed formats as complexity increases.
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:::
</Tab>
</Tabs>
:::

## Tool Context

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