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rongchenlin 9147a437f1 docs: Fix the bug in MongoDBChatMessageHistory notebook (#18128 )

I tried to configure MongoDBChatMessageHistory using the code from the
original documentation to store messages based on the passed session_id
in MongoDB. However, this configuration did not take effect, and the
session id in the database remained as 'test_session'. To resolve this
issue, I found that when configuring MongoDBChatMessageHistory, it is
necessary to set session_id=session_id instead of
session_id=test_session.

Issue: DOC: Ineffective Configuration of MongoDBChatMessageHistory for
Custom session_id Storage

previous code：
```python
chain_with_history = RunnableWithMessageHistory(
    chain,
    lambda session_id: MongoDBChatMessageHistory(
        session_id="test_session",
        connection_string="mongodb://root:Y181491117cLj@123.56.224.232:27017",
        database_name="my_db",
        collection_name="chat_histories",
    ),
    input_messages_key="question",
    history_messages_key="history",
)
config = {"configurable": {"session_id": "mmm"}}
chain_with_history.invoke({"question": "Hi! I'm bob"}, config)
```

![image](https://github.com/langchain-ai/langchain/assets/83388493/c372f785-1ec1-43f5-8d01-b7cc07b806b7)


Modified code:
```python
chain_with_history = RunnableWithMessageHistory(
    chain,
    lambda session_id: MongoDBChatMessageHistory(
        session_id=session_id,   # here is my modify code
        connection_string="mongodb://root:Y181491117cLj@123.56.224.232:27017",
        database_name="my_db",
        collection_name="chat_histories",
    ),
    input_messages_key="question",
    history_messages_key="history",
)
config = {"configurable": {"session_id": "mmm"}}
chain_with_history.invoke({"question": "Hi! I'm bob"}, config)
```

Effect after modification (it works)：


![image](https://github.com/langchain-ai/langchain/assets/83388493/5776268c-9098-4da3-bf41-52825be5fafb)

2024-02-26 15:02:56 +00:00