Lang chain integration is confusing

[rarensu]

I understand you're in the process of migrating your AI toolkit Integrations. The instructions for building a graph, using the Langchain qa, and using the langgraph toolkit are all mixed up. It looks like the Imports to use the functions are in the wrong section, or are out of date, or are named weirdly. Like instantiating the database if I'm going to make a graph is in the same section as if I'm going to do qa, but it doesn't actually get used in the QA section it gets used in the making a graph section. As a result, it's very hard to figure out which functions I'm actually supposed to be using for any given task. Can someone please give this document a bit of love?

[antejavor]

Hi @rarensu, thanks for sharing the feedback, part of the problem is how the LangChain grew, they did have different requirements for different features, hence you have two distinct classes of Memgraph that are not correlated.

I am curious what you are trying to build?

I will review how to make things clearer.

[rarensu]

I just want my agent to be able to make a query. I use Langgraph so i want to call get_tools(). I think the instructions should have an example that is minimal for that purpose.