Denario Research Assistant FAQs

Question 1

What frameworks does Denario use for its research agents?

Accepted Answer

Denario is built on the AG2 and LangGraph frameworks to orchestrate multiple specialized AI agents for tasks like methodology development and paper writing.

Question 2

Which journal formats are supported for manuscript generation?

Accepted Answer

Denario currently supports the American Physical Society (APS) format, with the capability to integrate additional journal styles via its research pipeline configuration.

Question 3

Can I provide my own research ideas instead of using automated generation?

Accepted Answer

Yes, Denario supports hybrid workflows where you can manually set your own research ideas or methodologies while automating the analysis and paper generation.

Question 4

What are the technical requirements for running Denario?

Accepted Answer

Denario requires Python 3.12 or higher and access to LLM APIs such as Google Vertex AI or OpenAI to power the research agents.

Question 5

Does Denario require specific software to compile papers?

Accepted Answer

While Denario generates the LaTeX source, you will need a TeX distribution installed or use the provided Docker image which comes with pre-installed LaTeX dependencies.

Denario Research Assistant

Key Features

Use Cases

Denario Research Assistant

Key Features

Use Cases