LLM Paper Digest Agent

A research assistant workflow for reading, summarizing, and connecting technical papers.

prototype · 2026

LLMresearch toolingagents

Overview

This project explores LLM-assisted paper digestion for research workflows, including structured summaries, connection maps, and follow-up question generation.

Motivation

Research projects often depend on repeatedly connecting new papers to existing technical context. A focused agent can reduce manual bookkeeping while keeping source attribution visible.

Method

The prototype can combine PDF parsing, retrieval, prompt templates, and structured outputs for claims, methods, assumptions, and related work.

Results

Add evaluation notes and examples after the prototype is connected to real papers.

Add related publications if the tool becomes part of a research output.