[Bug]: https://ag2ai.github.io/ag2/docs/notebooks/agentchat_graph_rag_neo4j/ Notebook: cannot use pre-made database, I have to create a new one every time I run the notebook.

[Tylersuard]

Describe the bug

When using this notebook, I cannot bring my own database, I have to build a new database every time I run the notebook. If I bring my own database, I get attribute errors.

Steps to reproduce

Run the notebook, but comment out this line:
query_engine.init_db(input_doc=input_documents)

That line deletes all records in whatever database you designate and creates a new database.

Model Used

No response

Expected Behavior

I would like to be able to use this notebook to connect to a pre-existing neo4j database, rather than having to create a new one from scratch every time we run the notebook.

Screenshots and logs

No response

Additional Information

No response

[Eric-Shang]

You were right. It's solved yesterday. Please check the updated notebook. You can use the connect_db method now

[Tylersuard]

@Eric-Shang Thank you! I appreciate the quick response. I am still getting errors though, I think because I am using Azure OpenAI. Why can't agents with graph capabilities use an llm config? How should I set these agents up for Azure OpenAI without one?

[tyler-suard-parker]

Additionally, the docstring for the add_to_agent() method says it can only be added to a user proxy agent, but in the notebook we are adding it to a conversable agent.

I tried following the instructions here for setting LlamaIndex to use Azure Openai (https://docs.llamaindex.ai/en/stable/examples/customization/llms/AzureOpenAI/) , but when I run the notebook it is still trying to ping openai.com instead of azure.