docs: v1 docs updates (#33173)

Co-authored-by: Mohammad Mohtashim <45242107+keenborder786@users.noreply.github.com>
Co-authored-by: Caspar Broekhuizen <caspar@langchain.dev>
Co-authored-by: ccurme <chester.curme@gmail.com>
Co-authored-by: Christophe Bornet <cbornet@hotmail.com>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
Co-authored-by: Sadra Barikbin <sadraqazvin1@yahoo.com>
Co-authored-by: Vadym Barda <vadim.barda@gmail.com>
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Mason Daugherty
2025-10-02 18:46:26 -04:00
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**ATTENTION** The schema definitions are provided for backwards compatibility.
New agents should be built using the langgraph library
(https://github.com/langchain-ai/langgraph)), which provides a simpler
and more flexible way to define agents.
!!! important
New agents should be built using the
[langgraph library](https://github.com/langchain-ai/langgraph), which provides a
simpler and more flexible way to define agents.
Please see the migration guide for information on how to migrate existing
agents to modern langgraph agents:
https://python.langchain.com/docs/how_to/migrate_agent/
Please see the
[migration guide](https://python.langchain.com/docs/how_to/migrate_agent/) for
information on how to migrate existing agents to modern langgraph agents.
Agents use language models to choose a sequence of actions to take.