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How to generate an academic paper using CycleResearcher? What are the exact steps?

2025-08-14 96

The steps to generate an academic paper using CycleResearcher are as follows:

  1. Initialization Model: Import the CycleResearcher class in Python and specify the model size (e.g. 12B).
  2. Loading references: Prepare a reference file in BibTeX format and read the contents.
  3. Generating a Thesis: Call the generate_paper method, specify the research topic and references, and set the number of papers to generate.
  4. output result: The generated paper will contain a complete structure of abstract, introduction and references, which can be viewed via print_paper_summary.

Sample code:
from ai_researcher import CycleResearcher
researcher = CycleResearcher(model_size="12B")
generated_papers = researcher.generate_paper(topic="AI Researcher", references=references_content, n=1)

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