Literature Review · ARMPQF

Literature Review Builder

Upload research PDFs once and generate structured, citation-ready literature reviews with single or multiple paper workflows, comparison tables, summaries, and methodology insights.

Start Literature Review

PDFs are processed securely and stored in S3.

How the System Handles Your Papers

Upload PDFs: Upload one or multiple research PDFs directly to the platform.

Secure Storage in S3: PDFs are stored in S3, and processing happens via S3 URLs.

Content Extraction: The engine extracts full text, titles, references, and citation detls.

GraphRAG Context: A structured graph is built so can understand links between studies.

Choose Your Literature Review Mode

Single Paper

Deep literature review for one core paper.

Full structured narrative for a single study
Perfect for thesis sections or pilot projects

Multiple Papers

Build an extended literature review from a set of PDFs.

Generates comparison table across all papers
Ideal for systematic reviews and PhD work

Additional Literature Review Sections

Generate advanced sections commonly required in theses, dissertations, and journal submissions.

Relationship of each study with your mn research problem

Discussion of statistical tools and analysis techniques used

Data sources and sampling approaches across studies

Final Outputs You Receive

Summarized Literature Review

Concise narrative summary of all papers, ready to paste into your chapter.

Consolidated Literature Review

Extended review combining narrative, comparison tables, and relationship sections for advanced work.