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Update How-to Guides (#417)
- reduce the number of API keys needed (Use simple tool) - make everything "tool use" oriented rather than split across agent executor, function calling, tool use, etc. - Reorg navbar and index - Fixup some docstrings - Add more links to ref docs - Mix up models used - Simplify a few examples
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# Checkpoints
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You can [compile](https://langchain-ai.github.io/langgraph/reference/graphs/#langgraph.graph.MessageGraph.compile) any LangGraph workflow with a [CheckPointer](https://langchain-ai.github.io/langgraph/reference/checkpoints/#checkpoint) to give your agent "memory" by persisting its state. This permits things like:
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You can [compile](https://langchain-ai.github.io/langgraph/reference/graphs/#langgraph.graph.MessageGraph.compile) any LangGraph workflow with a [CheckPointer](https://langchain-ai.github.io/langgraph/reference/checkpoints/#basecheckpointsaver) to give your agent "memory" by persisting its state. This permits things like:
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- Remembering things across multiple interactions
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- Interrupting to wait for user input
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# Errors
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While you may not want to see them, informative errors help you design better workflows.
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Below are the LangGraph-specific errors and what they mean.
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::: langgraph.errors
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