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docs: fix typo (#30288)

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docs/docs/integrations/chat/anthropic.ipynb
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@ -525,7 +525,7 @@
"\n", "\n",
"Prompt caching can be used in [multi-turn conversations](https://docs.anthropic.com/en/docs/build-with-claude/prompt-caching#continuing-a-multi-turn-conversation) to maintain context from earlier messages without redundant processing.\n", "Prompt caching can be used in [multi-turn conversations](https://docs.anthropic.com/en/docs/build-with-claude/prompt-caching#continuing-a-multi-turn-conversation) to maintain context from earlier messages without redundant processing.\n",
"\n", "\n",
"We can enable incremental caching by marking the final message with `cache_control`. Claude will automatically use the longest previously-cacched prefix for follow-up messages.\n", "We can enable incremental caching by marking the final message with `cache_control`. Claude will automatically use the longest previously-cached prefix for follow-up messages.\n",
"\n", "\n",
"Below, we implement a simple chatbot that incorporates this feature. We follow the LangChain [chatbot tutorial](/docs/tutorials/chatbot/), but add a custom [reducer](https://langchain-ai.github.io/langgraph/concepts/low_level/#reducers) that automatically marks the last content block in each user message with `cache_control`. See below:" "Below, we implement a simple chatbot that incorporates this feature. We follow the LangChain [chatbot tutorial](/docs/tutorials/chatbot/), but add a custom [reducer](https://langchain-ai.github.io/langgraph/concepts/low_level/#reducers) that automatically marks the last content block in each user message with `cache_control`. See below:"
] ]