survey-generation

You can generate a survey outline by providing a topic and a list of reference papers. The workflow merges parallel outlines, drafts sections using RAG-based content generation, and validates inline citations against your provided paper list.

RAG-based academic writing drafts survey subsections by retrieving content from a provided paper list. It validates inline citations against the literature list to ensure references are supported and exports them as BibTeX.

Yes, you can automate systematic survey generation by supplying a topic and a comprehensive paper list. The orchestration workflow merges outlines, writes sections via RAG, and enhances local coherence across the generated draft.

To maintain local coherence across sections in an AI-generated survey, the workflow applies an AutoSurvey-inspired process. It merges multi-LLM outlines and uses RAG-based writing to ensure consistent transitions and structural flow.

Yes, you need a reference paper list to ensure citation validation. The workflow requires a provided paper list to support all inline citations and generate a comprehensive outline with verified references.

Automated survey generation workflows are limited by the scope of your provided paper list. Citation validation strictly enforces this boundary, meaning the generated outline and RAG-based writing cannot reference literature outside the input list.