LangGraph is the way that LangChain v0.3 recommends creating action sequences.
https://python.langchain.com/docs/versions/migrating_memory/conversation_buffer_window_memory/#modern-usage-with-langgraph
It is much more flexible but will require a major refactor of all langchain callables in the program. This must be done as the old API will be deprecated in LangChain 1.0 forcing all users to use LangGraph.
LangGraph is the way that LangChain v0.3 recommends creating action sequences.
https://python.langchain.com/docs/versions/migrating_memory/conversation_buffer_window_memory/#modern-usage-with-langgraph
It is much more flexible but will require a major refactor of all langchain callables in the program. This must be done as the old API will be deprecated in LangChain 1.0 forcing all users to use LangGraph.