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Mason Daugherty fbcb8a911b docs: update notebook links and add archival notices for examples (#6720 )

Addresses some comments in #6682

- Update links in notebooks to point to the new documentation location.
- Add archival notices indicating that the examples are no longer
updated.
- Remove some obsolete notebooks that have been moved to the new
documentation.

Please comment here if you encounter any issues

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chatbot-simulation-evaluation

docs: update notebook links and add archival notices for examples (#6720 )

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chatbots

docs: update notebook links and add archival notices for examples (#6720 )

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code_assistant

docs: update notebook links and add archival notices for examples (#6720 )

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customer-support

docs: update notebook links and add archival notices for examples (#6720 )

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extraction

docs: update notebook links and add archival notices for examples (#6720 )

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human_in_the_loop

docs: update notebook links and add archival notices for examples (#6720 )

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lats

docs: update notebook links and add archival notices for examples (#6720 )

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llm-compiler

docs: update notebook links and add archival notices for examples (#6720 )

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multi_agent

docs: update notebook links and add archival notices for examples (#6720 )

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plan-and-execute

docs: update notebook links and add archival notices for examples (#6720 )

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rag

docs: update notebook links and add archival notices for examples (#6720 )

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reflection

docs: update notebook links and add archival notices for examples (#6720 )

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reflexion

docs: update notebook links and add archival notices for examples (#6720 )

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rewoo

docs: update notebook links and add archival notices for examples (#6720 )

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self-discover

docs: update notebook links and add archival notices for examples (#6720 )

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tutorials

docs: update notebook links and add archival notices for examples (#6720 )

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usaco

docs: update notebook links and add archival notices for examples (#6720 )

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web-navigation

docs: update notebook links and add archival notices for examples (#6720 )

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react-agent-from-scratch.ipynb

docs: update notebook links and add archival notices for examples (#6720 )

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react-agent-structured-output.ipynb

docs: update notebook links and add archival notices for examples (#6720 )

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README.md

docs: update notebook links and add archival notices for examples (#6720 )

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run-id-langsmith.ipynb

docs: update notebook links and add archival notices for examples (#6720 )

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subgraph.ipynb

docs: update notebook links and add archival notices for examples (#6720 )

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tool-calling.ipynb

docs: update notebook links and add archival notices for examples (#6720 )

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README.md

LangGraph examples

This directory is retained purely for archival purposes and is no longer updated. The examples previously found here have been moved to the newly consolidated LangChain documentation. Please refer to the LangChain docs for the most up-to-date examples and usage guidelines for LangGraph.