How can I properly integrate open-deep-research package to my existing backend?

Hi there,

I am a backend dev, recently reorg’d to get things moving in an AI org within my workplace. I am trying to migrate a project initially using OpenAI SDK (from langchain ai), for generation to Deep Research Agent due to our now involved process requiring complex the need of LangGraph, for now we are looking at this package: GitHub - langchain-ai/open_deep_research

Right now, I want to move to open_deep_research, but can’t seem to integrate it to my backend. I have read through various guides, spinned up the local version according to the documentation but that is it. I wanted to be able to integrate this package in my backend. Reading through the source code, I can’t seem to wrap my head on how to integrate this, it differs from langchain guides and resources, which provide certain APIs i can call such as the .invoke() and many more.

How best should I approach this?

Thank you very much for your support.